Gary Miron, Professor of Evaluation, Measurement, and Research Western Michigan University
Research on Evaluation Use - Western Michigan University
Transcript of Research on Evaluation Use - Western Michigan University
Research on Evaluation Use
A Review of the Empirical LiteratureFrom 1986 to 2005
Kelli Johnson
Lija O. Greenseid
Stacie A. Toal
Jean A. King
Frances Lawrenz
University of Minnesota
Boris Volkov
University of North Dakota
This paper reviews empirical research on the use of evaluation from 1986 to 2005 using Cousins
and Leithwood’s 1986 framework for categorizing empirical studies of evaluation use conducted
since that time. The literature review located 41 empirical studies of evaluation use conducted
between 1986 and 2005 that met minimum quality standards. The Cousins and Leithwood
framework allowed a comparison over time. After initially grouping these studies according
to Cousins and Leithwood’s two categories and twelve characteristics, one additional
category and one new characteristic were added to their framework. The new category is
stakeholder involvement, and the new characteristic is evaluator competence (under the
category of evaluation implementation). Findings point to the importance of stakeholder
involvement in facilitating evaluation use and suggest that engagement, interaction, and
communication between evaluation clients and evaluators is critical to the meaningful use of
evaluations.
Keywords: evaluation use; evaluation influence; stakeholder involvement; literature review;
research on evaluation
In recent years, scholars have advanced calls for research on program evaluation and
especially on the impact of evaluations (e.g., Henry & Mark, 2003b; Scriven, 2007). As
Henry and Mark state, there is ‘‘a serious shortage of rigorous, systematic evidence that can
guide evaluation or that evaluators can use for self-reflection or for improving their next
evaluation’’ (2003b, p. 69). A time-honored method for providing guidance entails synthesiz-
ing existing research to identify what is known about evaluations and what remains to be
investigated. This is the approach taken in the current review of evaluation use, one of the few
Authors’ Note: This material is based on work supported by the National Science Foundation under Grant No. REC
0438545. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the
authors and do not necessarily reflect the views of the National Science Foundation. The authors gratefully
acknowledge Stuart Appelbaum for his contributions to this article. Correspondence concerning this article should
be addressed to Kelli Johnson, University of Minnesota, 2221 University Avenue SE, Suite 345, Minneapolis, MN
55414; phone: þ1 (612) 624-1457; e-mail: [email protected].
American Journal of
Evaluation
Volume 30 Number 3
September 2009 377-410
# 2009 American Evaluation
Association
10.1177/1098214009341660
http://aje.sagepub.com
hosted at
http://online.sagepub.com
377
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
topics in evaluation on which numerous empirical studies exist. Christie (2007, p. 8) notes,
‘‘Evaluation utilization is arguably the most researched area of evaluation and it also receives
substantial attention in the theoretical literature.’’ We define evaluation use or utilization—
evaluation scholars use the terms interchangeably—as the application of evaluation processes,
products, or findings to produce an effect.
Since the 1970s, naming the types of evaluation use has been the subject of continuing dis-
cussion. In reviewing this discussion to date, Alkin and Taut (2003) label two distinct aspects
of use: process use and use of evaluation findings. Process use is the newer concept, defined by
Patton (1997, p. 90) as ‘‘individual changes in thinking and behavior and program or organiza-
tional changes in procedures and culture that occur among those involved in evaluation as
a result of the learning that occurs during the evaluation process.’’ The use of findings is
traditionally divided into three types: instrumental, conceptual, or symbolic (King & Pechman,
1984; Leviton & Hughes, 1981). Instrumental use refers to instances where someone has used
evaluation knowledge directly. Conceptual use refers to cases when no direct action has been
taken but where people’s understanding has been affected. Symbolic use refers to examples
when a person uses the mere existence of the evaluation, rather than any aspect of its results,
to persuade or to convince.
Moving beyond the first quarter century of use research, the new millennium has witnessed
theoretical activity that has reconceptualized the field’s understanding of its impact. Scholars
now view evaluations as having intangible influence on individuals, programs, and commu-
nities. Focusing solely on the direct use of either evaluation results or processes has not
adequately captured broader level influences (Alkin & Taut, 2003; Henry & Mark, 2003a,
2003b; Kirkhart, 2000; Mark & Henry, 2004). What has potentially emerged from this activity
is a more nuanced understanding of evaluation’s consequences using evaluation influence as a
unifying construct. Kirkhart’s ‘‘integrated theory’’ defines influence as ‘‘the capacity or power
of persons or things to produce effects on others by intangible or indirect means’’ (2000, p. 7).
Kirkhart envisions three dimensions of evaluation influence, represented as a cube-like figure:
source (evaluation process or results), intention (intended or unintended), and time (immedi-
ate, end-of-cycle, long-term).
Mark and Henry (Henry & Mark, 2003a, 2003b; Mark & Henry, 2004; Mark, Henry, &
Julnes, 1999) have also pushed for broadening the way evaluators conceptualize the conse-
quences of their work. They argue that the goal of evaluation is social betterment and suggest
the need to identify the mechanisms through which evaluations lead to this ultimate goal along
differing paths of influence and at different levels (i.e., individual, interpersonal, and collec-
tive). Mark and Henry map out a logic model for evaluation, focusing on evaluation conse-
quences related to the improvement of social conditions. Just as program theory connects
program activities with outcomes while also explaining the processes through which the
outcomes are achieved, program theory of evaluation by Mark and Henry identifies evaluation
as an intervention with social betterment as its ultimate outcome. They label traditional notions
of instrumental, conceptual, and persuasive use more specifically as, for example, skill acqui-
sition, persuasion, or standard setting. These, then, would be the mechanisms through which
social betterment can be achieved.
Building on these ideas, Alkin and Taut (2003) carefully distinguish between evaluation
use and influence. To them, evaluation use ‘‘refers to the way in which an evaluation and
information from the evaluation impacts the program that is being evaluated’’ (Alkin &
Taut, 2003, p. 1). In their view, evaluators are aware of these evaluation impacts, both
intended and unintended. By contrast, ‘‘the concept of influence adds to the concept of use
in instances in which an evaluation has unaware/unintended impacts’’ (p. 9, emphasis in
original).
378 American Journal of Evaluation / September 2009
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Structuring the Present Review
In structuring this literature review, we considered several options. Cousins (2003) draws a
logic model for program evaluation that builds on the knowledge utilization literature, but its
focus on participatory evaluation made it inappropriate for a review of evaluation use research.
Cousins, Goh, Clark, and Lee (2004) present a comprehensive framework of evaluative
inquiry as an organizational learning system, but, again, it includes many concepts other than
evaluation use.
Given the emergence of influence as a construct, another possibility was to apply the new
concept to analyze the existing literature. This proved impractical for three reasons. First,
some of the research we reviewed was conducted before Kirkhart’s (2000) work was pub-
lished. Second, given the newness of the term, there was little empirical research on influence,
although we did include it in our searches. Indeed, even studies conducted in the 5 years since
the term emerged (2000–2005) did not necessarily examine evaluation influence; moreover,
examining use through the lens of influence was not necessarily helpful because influence
is indirect and we were examining direct use. Third, and perhaps most important, the concept
of influence presented in Henry and Mark (2003a, 2003b) and Mark and Henry (2004) was not
defined, and the discussion of pathways, processes, and mechanisms did not provide sufficient
clarity to structure the review (Nunneley, 2008; Weiss, Murphy-Graham, & Birkeland, 2005).
We decided, therefore, to use the seminal study that Cousins and Leithwood conducted in
1986—one of the most ambitious and rigorous reviews of empirical research on evaluation use
ever conducted—as the underlying structure for this review, as well as more recent work by
Shulha and Cousins (1997). Although Cousins’ own conceptualizations of the topic have
evolved since this point, the taxonomy of evaluation use presented in the 1986 model was the
most comprehensive, well defined, and concrete.
Cousins and Leithwood Framework
Cousins and Leithwood (1986) identified 65 empirical studies of evaluation use conducted
between 1971 and 1985 through computerized searches of keywords including ‘‘evaluation
utilization,’’ ‘‘data use,’’ ‘‘decision making,’’ and ‘‘knowledge utilization.’’ They supplemen-
ted this process with manual searches of relevant journals and other literature reviews. After
establishing their sample, Cousins and Leithwood coded each study according to its orienta-
tion toward dependent variables (i.e., the type of use examined: use as decision making, use
as education, use as the processing of information, or ‘‘potential’’ use) and its orientation
toward independent variables.
The aspects of evaluation use examined in the 65 empirical studies were clustered into two
categories of factors related to evaluation use: (a) characteristics of evaluation implementa-
tion, and (b) characteristics of the decision or policy setting. Each of these categories contained
six characteristics. The six evaluation implementation characteristics were (a) evaluation
quality, (b) credibility, (c) relevance, (d) communication quality, (e) findings, and (f) timeli-
ness. The six decision- or policy-setting characteristics were (a) information needs, (b) decision
characteristics, (c) political climate, (d) competing information, (e) personal characteristics,
and (f) commitment or receptiveness to evaluation. Using a ‘‘prevalence of relationship’’
index, Cousins and Leithwood (1986) identified evaluation quality as the most important char-
acteristic, followed by decision characteristics, receptiveness to evaluation, findings, and
relevance.
Johnson et al. / Research on Evaluation Use 379
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Shulha and Cousins (1997) described developments that had occurred since the review by
Cousins and Leithwood, including the following:
The rise of considerations of context as critical to understanding and explaining use; identification
of process use as a significant consequence of evaluation activity; expansion of conceptions of use
from the individual to the organization level; and diversification of the role of the evaluator to
facilitator, planner and educator/trainer (p. 195).
The present review incorporates these developments as well.
Importantly, these two major reviews of the use literature (Cousins & Leithwood, 1986;
Shulha & Cousins, 1997) differ in that the first considered only empirical research whereas
the more recent included theoretical or reflective case narratives in addition to empirical stud-
ies. Yet, many potentially instructive studies were excluded from the 1997 review, either
because they were conducted as doctoral dissertations or because they were not published
in journals. Neither review took into account the quality of the evidence gathered in the indi-
vidual studies when synthesizing the results. Consequently, the findings from studies in which
there could be serious methodological flaws potentially were presented alongside higher qual-
ity, rigorously conducted studies. To rectify these concerns, the current review included
empirical studies of evaluation use; examined journal articles, dissertations, reports, and book
chapters; and screened each study according to a predetermined set of criteria related to meth-
odological quality. In this review, we employ the term ‘‘use’’ rather than ‘‘influence,’’
although we view use broadly. We attempt to identify it as ‘‘process use’’ or ‘‘use of findings’’
and classify it as instrumental, conceptual, or symbolic.
Method
The research team collected relevant publications by conducting electronic searches for the
terms ‘‘evaluation utilization,’’ ‘‘evaluation use,’’ and ‘‘evaluation influence’’ in PsycINFO,
Education Resources Information Center (ERIC), Education (Sage), Social Services Abstracts,
Sociological Abstracts, and Digital Dissertations in keywords, titles, descriptors, and abstracts.
Additionally, the team consulted other published literature reviews, including Hofstetter and
Alkin (2003). Finally, the team conducted a manual review (looking for relevant research
based on titles) of the following evaluation-related journals: American Journal of Evaluation,
Canadian Journal of Program Evaluation, Evaluation, Evaluation Practice, Evaluation
and Program Planning, Evaluation Review, New Directions for Evaluation, and Studies in
Educational Evaluation. The searches examined only the literature written in English,
although the authors did not exclude research conducted outside the United States.
The searches returned over 600 journal articles, reports, and book chapters and 48 disserta-
tions. After scanning publication titles and abstracts, the team eliminated clearly irrelevant
publications. Then, the team closely reviewed 321 abstracts to assess whether the publication
met the following criteria: (a) an empirical research study (to be considered an empirical study
the article had to present information about the data collection methods used to inform the
claims made); (b) a focus on program or policy evaluation or needs assessment (not personnel
evaluation, accountability/student assessment studies, data-driven decision making, etc.); (c) a
published journal article, book, publicly accessible evaluation report, or dissertation (not a
conference presentation or other nonpublished work); (d) the inclusion of evaluation use or
influence as at least one of the variables under study; and (e) a publication date between
January 1, 1986 and December 31, 2005.
380 American Journal of Evaluation / September 2009
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
After the abstract review, the team identified 98 publications that warranted a full-text
review; these were subsequently screened again on all five criteria. This process yielded 47
articles that initially comprised the basis for this analysis. At least two trained screeners cate-
gorized and critiqued each study using a standardized review form developed and refined with
the input of several evaluation experts.
The rating form contained questions about each study’s methodology, choice of theory,
operationalization of dependent variable (measures of use), and independent variables (char-
acteristics affecting use). In addition, as noted, a quality rating was assigned to each study. The
quality rating was based on criteria adapted from Guarino, Santibanez, Daley, and Brewer
(2004) and Guba and Lincoln (1989). It considered aspects such as the clarity of the problem
statement, soundness of research design, strength of the link between evidence presented and
conclusions, and the extent to which bias was addressed. The team also assessed the sample
size and selection, measurement of variables, and statistical interpretation of the quantitative
studies, as well as the methodological appropriateness, transparency, descriptive richness, and
statement of researcher biases of the qualitative studies.
The reviewers independently assigned quality ratings across five levels: poor, adequate-low,
adequate-solid, adequate-high, and excellent. If the screeners did not agree on any particular
aspect of the review, the article was brought to a team meeting during which it was discussed
and consensus among the six researchers was reached regarding the rating. Although this
consensus-driven process for reviewing and assigning quality ratings was time-consuming, the
resulting judgments represent the agreement of two professors of evaluation and then four
evaluation doctoral students. We believe our process was both representative and fair.
On completion of this in-depth screening process, 41 of 47 studies (87.2%) were found to be
adequate or above. Six of the studies (12.8%) were rated as poor and eliminated from our sam-
ple. These ‘‘poor’’ studies suffered from a cursory description of the methods, weak sampling
or data analysis methods, poor measurements of use (e.g., not providing definitions of use and/
or using only one question as a measure of use), poorly supported generalizations, and/or
inadequate attention to likely researcher biases. The 41 studies that exceeded the minimum
quality criteria were used in the analyses presented below and are described in detail in the
Appendix. Six of these studies were published outside the United States.
Findings
Findings from the 41 studies are presented following the framework of 2 categories—
evaluation implementation and decision or policy setting—and 12 characteristics by Cousins
and Leithwood (1986). These two categories were helpful for organizing the majority of the
studies found in this recent literature. Nearly half of the articles (20 of 41) looked at the eva-
luation implementation category, and an equal number (20 of 41) examined the decision- or
policy-setting category. The characteristics under each of these categories were all examined
in at least one article, with the most prevalent characteristic, communication quality, of
Cousins and Leithwood appearing in 11.
However, as suggested by Shulha and Cousins (1997), changes in the conceptualizations
about use have occurred, so new characteristics might be expected to emerge. In fact, 25 of
the 41 studies in this review examined elements that were not covered by the 1986 framework.
Consequently, we added one characteristic—evaluator competence—to the evaluation
implementation category. In addition, we created an entirely new category—stakeholder
involvement—to accommodate the categorization of the 25 studies that examined aspects
of evaluation use that were not represented in the original Cousins and Leithwood framework.
Johnson et al. / Research on Evaluation Use 381
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Evaluator competence. This is a new characteristic under evaluation implementation that
has emerged since the development of the Cousins and Leithwood framework. Of the 41 stud-
ies in this review, six addressed the characteristics of evaluators, suggesting that evaluation
professionals play an important role in conducting evaluations that get used, albeit for different
reasons. Although the characteristic of credibility by Cousins and Leithwood gave some con-
sideration to the evaluator’s title or reputation, the definition did not extend to the influential
nature of the evaluator’s personal competence or leadership as a means of affecting the level of
evaluation use. Moreover, whereas the credibility characteristic addresses what the evaluator
does (e.g., methods selected, criteria used), the new evaluator competence characteristic
focuses more on who the evaluator is.
Stakeholder involvement. This is a new category that has been added to the original Cousins
and Leithwood framework to account for more recent research. The addition of this category
reflects the increased research focused on participatory evaluation approaches, stakeholder or
decision-maker participation, and/or stakeholder or decision-maker involvement since 1985.
Under the rubric of stakeholder involvement, we have identified nine characteristics. Eight
of them mirror those identified by Cousins and Leithwood but with the addition of involve-
ment to each. The original framework included research on the impact of direct decision-
maker involvement on use under commitment or receptiveness to evaluation. However, in the
current review, over half (23 of 41) of the studies addressed involvement, and the bulk of these
suggested that it was related to other category characteristics in their relationship with use.
Using the resulting modified Cousins and Leithwood framework, we classified the 41 stud-
ies of evaluation use from 1986 to 2005 according to 3 categories and 22 specific character-
istics. The most frequently studied characteristics were ‘‘involvement and commitment/
receptiveness to evaluation’’ (14 studies), followed by communication quality (11 studies) and
personal characteristics of users (9 studies). The least frequently studied characteristics were
‘‘involvement and information needs’’ and ‘‘involvement and decision characteristics,’’ each
appearing in a single study. About 40% of the studies (16 of 41) examined only a single char-
acteristic, with half of that group (8 of 16) studying a characteristic under the stakeholder
involvement category. The remainder of the studies examined multiple characteristics, ranging
from two to nine characteristics per study.
Table 1 defines each category, presents its related characteristics, and lists the studies that
examined each. Because the variables described in the studies did not always allow for obvious
categorization into the framework, this represents the authors’ best effort at accurately inter-
preting and deciding where the studies fit. The Appendix provides a summary of each study’s
focus, types of use, sample, categories, and findings. In terms of the types of evaluation use,
the information presented in the Appendix shows that the clear majority of the studies focused
on use of findings rather than process use. Only three studies examined process use, perhaps
because the concept of explicit process use is fairly recent. Within the use of findings, instru-
mental use was studied more frequently than conceptual use, which was typically linked to
instrumental use when researchers asked respondents whether actions were likely to be taken.
There were only a few studies that examined symbolic use.
Discussion
The purpose of this study was to review empirical research on evaluation use for the 25-year
period between 1986 and 2005. Basing the review on the framework of Cousins and
Leithwood allowed a comparison over time, and including other types of research (e.g.,
382 American Journal of Evaluation / September 2009
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Ta
ble
1
Stu
die
sE
xa
min
ing
Use
by
Ca
teg
ory
an
dC
ha
ract
eris
tics
of
Va
ria
ble
s
Cat
egory
Char
acte
rist
icD
escr
ipti
on
of
Char
acte
rist
ic#
of
Stu
die
sR
elat
ionsh
ipto
Eval
uat
ion
Use
Art
icle
sth
atS
tudie
dC
har
acte
rist
ic
Eval
uat
ion
imple
men
tati
on
Com
munic
atio
n
qu
alit
y
Cla
rity
and
freq
uen
cyof
report
ing
resu
lts,
eval
uat
or
advoca
cyfo
r
resu
lts,
bre
adth
of
dis
sem
inat
ion.
Als
oin
cludes
the
type
of
reco
m-
men
dat
ions
inth
ere
port
and
the
pro
cess
of
com
munic
atio
n
bet
wee
nev
aluat
ors
and
clie
nts
11
Fre
quen
tly
among
the
most
import
ant
elem
ents
rela
ted
to
eval
uat
ion
use
.D
etai
led,
acti
onab
le,
evid
ence
-bas
ed
reco
mm
endat
ions
incr
ease
d
use
.B
yco
ntr
ast,
two
studie
s
found
no
rela
tionsh
ipw
ith
use
Bober
and
Bar
tlet
t(2
004)
Boyer
and
Lan
gbei
n(1
991)
Chin
(2003)
Eis
endra
th(1
988)
Johnst
on
(1986)
Mal
en,
Murp
hy,
and
Gea
ry(1
988)
Mar
ra(2
003)
Mar
shan
dG
lass
ick
(1988)
Rock
wel
l,D
ickey
,an
dJa
sa(1
990)
Shea
(1991)
Sle
ezer
(1987)
Tim
elin
ess
Tim
ing
of
the
eval
uat
ion
inla
rger
conte
xt;
tim
elin
ess
of
report
ing
when
eval
uat
ion
isco
mple
ted;
tim
ing
of
dis
sem
inat
ion
todec
isio
n
mak
ers
7M
ost
found
posi
tive
rela
tionsh
ip
bet
wee
nti
min
gan
dev
aluat
ion
use
.O
ne
study
found
that
tim
elin
ess
was
not
import
ant
in
det
erm
inin
guse
Bam
ber
ger
(2004)
Bar
rios
(1986)
Bober
and
Bar
tlet
t(2
004)
Boyer
and
Lan
gbei
n(1
991)
Eis
endra
th(1
988)
Rock
wel
let
al.
(1990)
Shea
(1991)
Eval
uat
or
com
pet
ence
a
Per
sonal
char
acte
rist
ics
of
the
eva-
luat
or
outs
ide
the
eval
uat
ion
pro
-
cess
,le
vel
of
cult
ura
lco
mpet
ence
,
lead
ersh
ipst
yle
of
eval
uat
or
6M
ost
studie
ssu
gges
tth
atev
alua-
tor
com
pet
ence
isim
port
ant
to
eval
uat
ion
use
Bar
rios
(1986)
Boyer
and
Lan
gbei
n(1
991)
Cal
lahan
,T
om
linso
n,
Hunsa
ker
,
Bla
nd,
and
Moon
(1995)
Cousi
ns
(1996)
Gre
ene
(1987)
Shea
(1991)
Eval
uat
ion
qual
ity
Char
acte
rist
ics
of
the
eval
uat
ion
pro
cess
,so
phis
tica
tion
of
met
hods,
rigor,
type
of
eval
uat
ion
model
6S
om
est
udie
sfo
und
ali
nk
bet
wee
nqual
ity
and
use
,
alth
ough
less
import
ant
than
reco
mm
endat
ions
and
com
mu-
nic
atio
n.
One
study
did
not
find
rela
tionsh
ipbet
wee
n
qual
ity
and
use
Bam
ber
ger
(2004)
Bober
and
Bar
tlet
t(2
004)
Johnst
on
(1986)
Rock
wel
let
al.
(1990)
Shea
(1991)
Pott
s(1
998)
(conti
nued
)
Johnson et al. / Research on Evaluation Use 383
383
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Ta
ble
1.
(co
nti
nu
ed)
Cat
egory
Char
acte
rist
icD
escr
ipti
on
of
Char
acte
rist
ic#
of
Stu
die
sR
elat
ionsh
ipto
Eval
uat
ion
Use
Art
icle
sth
atS
tudie
dC
har
acte
rist
ic
Fin
din
gs
Nat
ure
of
findin
gs
(e.g
.,posi
tive
or
neg
ativ
e),
exte
nt
of
congru
ence
wit
hau
die
nce
expec
tati
ons,
val
ue
of
findin
gs
for
dec
isio
nm
akin
g
6M
ixed
concl
usi
ons.
Intw
ost
ud-
ies
findin
gs
wer
eim
port
ant
to
use
,th
ough
less
soth
anco
m-
munic
atio
n,
tim
elin
ess,
and
eval
uat
ion
qual
ity
Bar
rios
(1986)
Bober
and
Bar
tlet
t(2
004)
Boyer
and
Lan
gbei
n(1
991)
Johnso
n(1
993)
Mal
enet
al.
(1988)
Wei
ss,
Murp
hy-G
raham
,an
d
Bir
kel
and
(2005)
Rel
evan
ceE
xte
nt
tow
hic
hth
ein
form
atio
npro
-
vid
edin
the
eval
uat
ion
isre
levan
t
toth
edec
isio
nm
aker
,an
dth
e
org
aniz
atio
nal
loca
tion
of
the
eval
uat
or
6M
ixed
concl
usi
ons.
Tw
ost
udie
s
did
not
find
rele
van
ceto
be
import
ant
touse
,but
two
studie
sfo
und
stro
nger
rela
-
tionsh
ips
bet
wee
nin
form
atio
n
rele
van
cean
duse
Bar
rios
(1986)
Bober
and
Bar
tlet
t(2
004)
Boyer
and
Lan
gbei
n(1
991)
Cousi
ns
(1995)
Gre
ene
(1987)
Shea
(1991)
Cre
dib
ilit
yT
he
obje
ctiv
ity,
bel
ievab
ilit
y,
and
appro
pri
aten
ess
of
the
eval
uat
ion
pro
cess
and/o
rof
the
acti
vit
ies
of
the
eval
uat
or
4S
pli
tfi
ndin
gs.
Tw
ost
udie
sfo
und
stro
ng
rela
tionsh
ipw
ith
eva-
luat
ion
use
;tw
ost
udie
sfo
und
no
such
rela
tionsh
ip
Bar
rios
(1986)
Bober
and
Bar
tlet
t(2
004)
Boyer
and
Lan
gbei
n(1
991)
Johnso
n(1
993)
Dec
isio
nor
poli
cy
sett
ing
Per
sonal
char
acte
rist
ics
Char
acte
rist
ics
of
the
eval
uat
ion
use
r,
for
exam
ple
,org
aniz
atio
nal
role
of
dec
isio
nm
aker
,in
form
atio
npro
-
cess
ing
style
,so
cial
char
acte
ris-
tics
,an
dso
on
9D
iffe
rence
sin
use
rs’
lear
nin
g
style
s,jo
bposi
tions,
adm
inis
-
trat
ive
level
,an
dex
per
ience
level
infl
uen
ceth
euse
of
eval
uat
ions
Bober
and
Bar
tlet
t(2
004)
Boyer
and
Lan
gbei
n(1
991)
Car
pin
ello
(1989)
Com
bs
(1999)
Cro
tti
(1993)
Ear
l(1
995)
Hopst
ock
,Y
oung,
and
Zeh
ler
(1993)
Mar
ra(2
003)
San
thiv
eera
n(1
995)
Com
mit
men
tan
d/
or
rece
pti
ven
ess
toev
aluat
ion
Use
rat
titu
des
tow
ard
the
eval
uat
ion
and
com
mit
men
tto
conduct
ing
eval
uat
ion;
the
exte
nt
tow
hic
hth
e
org
aniz
atio
nis
resi
stan
tto
eval
ua-
tion;
the
open
-min
ded
nes
sof
eva-
luat
ion
stak
ehold
ers
8S
om
est
udie
sfo
und
that
com
mit
-
men
t,ac
tive
org
aniz
ing
effo
rts,
and
support
ive
bac
ker
s
incr
ease
duse
.O
ne
study
found
that
atti
tude
tow
ard
eval
uat
ion
did
not
affe
ctuse
Boyer
and
Lan
gbei
n(1
991)
Cro
tti
(1993)
Johnso
n(1
993)
Mal
enet
al.
(1988)
Mar
ra(2
003)
McC
orm
ick
(1997)
Rin
ne
(1994)
San
thiv
eera
n(1
995)
(conti
nued
)
384 American Journal of Evaluation / September 2009
384
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Poli
tica
lcl
imat
eT
he
poli
tica
lori
enta
tion
of
the
peo
ple
who
com
mis
sioned
the
eval
uat
ion,
the
exte
nt
tow
hic
hdec
isio
nm
aker
isdep
enden
ton
exte
rnal
sponso
rs,
inte
rnal
rival
ries
,budget
fights
,
and
pow
erst
ruggle
s
6G
ener
ally
,at
tendin
gto
poli
tica
l
clim
ate
was
found
toin
crea
se
use
Eis
endra
th(1
988)
Had
dock
(1998)
Johnst
on
(1986)
Mal
enet
al.
(1988)
San
thiv
eera
n(1
995)
Wei
sset
al.
(2005)
Dec
isio
n
char
acte
rist
ics
The
signif
ican
ceof
the
dec
isio
nor
eval
uat
ion
pro
ble
m,
the
type
of
dec
isio
nto
be
mad
e,th
enovel
tyof
the
pro
gra
mar
ea
5E
ach
of
the
five
studie
sre
port
ed
connec
tions
bet
wee
ndec
isio
n
char
acte
rist
ics
and
eval
uat
ion
use
Bar
rios
(1986)
Bro
wn-M
cGow
an(1
992)
Eis
endra
th(1
988)
Mal
enet
al.
(1988)
New
man
,B
row
n,
and
Riv
ers
(1987)
Com
pet
ing
info
rmat
ion
Info
rmat
ion
rela
ted
toth
esu
bje
ctof
the
eval
uat
ion
and
avai
lable
to
stak
ehold
ers
from
outs
ide
the
eva-
luat
ion
pro
cess
,th
atis
,th
rough
per
sonal
obse
rvat
ion,
that
com
-
pet
esw
ith
eval
uat
ion
dat
a
3C
ontr
adic
tory
findin
gs.
One
study
found
that
ala
rge
amount
of
com
pet
ing
info
rmat
ion
did
not
affe
ctin
stru
men
tal
use
,
wher
eas
anoth
erfo
und
that
hig
h-l
evel
poli
cyoff
icia
lsuse
d
the
eval
uat
ion
resu
lts
only
when
they
wer
esu
pport
edby
oth
erso
urc
esof
info
rmat
ion
Eis
endra
th(1
988)
Johnso
n(1
993)
Wei
sset
al.
(2005)
Info
rmat
ion
nee
ds
of
the
eval
ua-
tion
audie
nce
s
Info
rmat
ion
nee
ds
of
the
eval
uat
ion
audie
nce
,th
ety
pes
of
info
rmat
ion,
the
num
ber
of
audie
nce
sw
ith
dif
-
feri
ng
info
rmat
ion
nee
ds,
tim
e
pre
ssure
,an
dper
ceiv
ednee
dfo
r
eval
uat
ion
2B
oth
studie
sfo
und
that
atte
ndin
g
toth
eau
die
nce
’sin
form
atio
n
nee
ds
posi
tivel
yin
fluen
ced
the
use
of
eval
uat
ion
resu
lts
Hopst
ock
etal
.(1
993)
Rin
ne
(1994)
(conti
nued
)
Johnson et al. / Research on Evaluation Use 385
385
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Ta
ble
1.
(co
nti
nu
ed)
Cat
egory
Char
acte
rist
icD
escr
ipti
on
of
Char
acte
rist
ic#
of
Stu
die
sR
elat
ionsh
ipto
Eval
uat
ion
Use
Art
icle
sth
atS
tudie
dC
har
acte
rist
ic
Sta
keh
old
er
involv
emen
t
Involv
emen
tw
ith
com
mit
men
tor
rece
pti
ven
ess
to
eval
uat
ion
Involv
ing
eval
uat
ion
stak
ehold
ers
crea
tes
aco
mm
itm
ent
or
rece
p-
tiven
ess
toev
aluat
ion
14
For
the
most
par
t,co
mm
itm
ent
that
was
stre
ngth
ened
by
involv
emen
tin
the
eval
uat
ion
was
found
toposi
tivel
yin
flu-
ence
eval
uat
ion
use
.In
one
study,
the
involv
emen
tof
a
com
mit
ted
exec
uti
ve
off
icer
was
esse
nti
alto
the
imple
-
men
tati
on
of
eval
uat
ion
findin
gs
Alt
schuld
,Y
oon,
and
Cull
en(1
993)
Ayer
s(1
987)
Bar
rios
(1986)
Bro
wn-M
cGow
an(1
992)
Cal
lahan
etal
.(1
995)
Ear
l(1
995)
Eis
endra
th(1
988)
Gre
ene
(1987)
Gre
ene
(1988)
Had
dock
(1998)
Laf
leur
(1995)
Lee
and
Cousi
ns
(1995)
Rock
wel
let
al.
(1990)
Shea
(1991)
Involv
emen
tw
ith
com
munic
atio
n
qu
alit
y
Sta
keh
old
erin
volv
emen
tpro
mote
s
impro
ved
com
munic
atio
n
5A
llfi
ve
studie
sid
enti
fied
way
sin
whic
hst
akeh
old
erin
volv
emen
t
led
togre
ater
use
Bam
ber
ger
(2004)
Cousi
ns
(1995)
Fors
s,C
rack
nel
l,an
dS
amse
t(1
994)
Gre
ene
(1988)
Laf
leur
(1995)
Dir
ect
stak
ehold
er
involv
emen
t
The
dir
ect
rela
tionsh
ipbet
wee
n
involv
emen
tan
dev
aluat
ion
use
4A
llst
udie
sre
port
edin
volv
e-
men
t’s
posi
tive
infl
uen
ceon
var
ious
types
of
use
Cai
(1996)
Pre
skil
lan
dC
arac
elli
(1997)
Sper
lazz
a(1
995)
Turn
bull
(1999)
Involv
emen
tw
ith
cred
ibil
ity
Sta
keh
old
erin
volv
emen
tle
dto
incr
ease
dcr
edib
ilit
yof
the
eva-
luat
ion
pro
cess
and/o
rth
e
eval
uat
or
4T
hre
eof
the
four
studie
sobse
rved
ast
rong
rela
tionsh
ipw
ith
use
Cousi
ns
(1995)
Gre
ene
(1987)
Laf
leur
(1995)
Shea
(1991)
Involv
emen
tw
ith
findin
gs
Involv
ing
eval
uat
ion
stak
ehold
ers
in
know
ing
and
under
stan
din
gth
e
eval
uat
ion
findin
gs
4T
hre
est
udie
sem
phas
ized
that
involv
emen
tre
late
dto
the
findin
gs
was
import
ant
toev
a-
luat
ion
use
Cousi
ns
(1995)
Gre
ene
(1987)
Laf
leur
(1995)
Shea
(1991)
(conti
nued
)
386 American Journal of Evaluation / September 2009
386
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Involv
emen
tw
ith
rele
van
ce
Sta
keh
old
erpar
tici
pat
ion
toin
tegra
te
import
ant
org
aniz
atio
nal
conce
rns
into
the
eval
uat
ion
des
ign
4F
or
the
most
par
t,in
crea
sed
con-
tact
wit
hst
akeh
old
ers
fost
ered
incr
ease
dre
levan
ceth
at
resu
lted
inin
crea
sed
eval
ua-
tion
use
Cousi
ns
(1995)
Gre
ene
(1987)
Laf
leur
(1995)
Shea
(1991)
Involv
emen
tw
ith
per
sonal
char
acte
rist
ics
Involv
emen
tof
eval
uat
ion
stak
e-
hold
ers
atdif
fere
nt
org
aniz
atio
nal
level
s
2F
indin
gs
of
one
study
sugges
tth
at
involv
emen
tof
man
ager
s
affe
cts
use
more
exte
nsi
vel
y
than
involv
ing
oth
erst
aff
Cousi
ns
(1995)
McC
orm
ick
(1997)
Involv
emen
tw
ith
dec
isio
n
char
acte
rist
ics
Involv
ing
of
ara
nge
of
stak
ehold
ers
indif
fere
nt
sett
ings
dep
endin
gon
the
char
acte
rist
ics
of
the
dec
isio
n
that
nee
ds
tobe
mad
e
1T
his
study
found
aposi
tive
rela
-
tionsh
ipbet
wee
nev
aluat
ion
use
and
involv
emen
tby
indi-
vid
ual
sin
nontr
adit
ional
bure
aucr
acie
sw
her
edec
isio
n
mak
ing
involv
esin
put
from
peo
ple
atal
lle
vel
sin
the
org
aniz
atio
n
Johnso
n(1
993)
Involv
emen
tw
ith
info
rmat
ion
nee
ds
The
involv
emen
tof
stak
ehold
ers
faci
lita
ted
the
intr
oduct
ion
of
thei
r
info
rmat
ion
nee
ds
1In
volv
edst
akeh
old
ers’
des
ire
for
info
rmat
ion
and
the
tim
elin
ess
of
the
eval
uat
ion
fost
ered
info
rmat
ion
ow
ner
ship
,w
hic
h
was
posi
tivel
yre
late
dto
use
Rock
wel
let
al.
(1990)
aE
val
uat
or
com
pet
ence
was
not
aca
tegory
inth
eC
ousi
ns
and
Lei
thw
ood
fram
ework
,but
auth
ors
pro
pose
itas
anew
char
acte
rist
icin
the
eval
uat
ion
imple
men
tati
on
cate
gory
.
Johnson et al. / Research on Evaluation Use 387
387
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
dissertations) broadened its scope. This literature review located 41 empirical studies of
evaluation use conducted between 1986 and 2005 that met minimum quality standards.
Most of the studies (38 of 41) examined the use of findings rather than process use; only
three studies examined process use. The lack of attention to process use in the articles included
in this review might have resulted from the fact that the concept of explicit process use is fairly
recent, and the field is still more focused on outcomes and results. Alternatively, it might be
that empirical studies are more likely to focus on the use of results because measuring process
use is less well defined. Finally, the limited attention to process use might have resulted from
our search strategy, which excluded evaluation capacity building studies, many of which mea-
sured organizational learning through the evaluation process. These studies are not included in
this review but are synthesized in a publication by Cousins et al. (2004). After the findings
were categorized according to the Cousins and Leithwood framework, one additional category
(stakeholder involvement) and one new characteristic (evaluator competence) emerged. These
additions align with the comments of Shulha and Cousins (1997) made more than 10 years ago
about changes in the field, especially the diversification of the evaluator’s role.
The stakeholder involvement category reflects the expansion of participatory evaluation
methods. The framework of Cousins and Leithwood included stakeholder involvement under
the ‘‘commitment and/or receptiveness to evaluation’’ characteristic within the decision- and
policy-setting category. This was sufficient in the mid-1980s because only 10% of the studies
in their review included involvement, and these were all related to the effects of involvement
on stakeholders’ commitment or receptiveness to evaluation. In addition, four of the studies in
the current review directly examined the relationship between stakeholder involvement and
evaluation. This dynamic was not present in any of the studies examined by Cousins and Leith-
wood. The emergence of this new category suggests that evaluators may want to focus on
involving stakeholders as a way to enhance evaluation use. The addition of the evaluator com-
petence characteristic indicates a growing acknowledgment of the importance of the compe-
tence of individual evaluators, both professionally and culturally—and the value of these
characteristics in efforts to increase evaluation use.
Some studies—Shea (1991), Bober and Bartlett (2004), Boyer and Langbein (1991), and
Malen, Murphy, and Geary (1988)—examined multiple characteristics. It seemed possible that
these studies might help us think about evaluation influence by identifying important variables
in a sequence suggestive of a pathway, at least at the individual level. This effort failed because
the studies examined variables related to use, not pathways leading to it. Identifying pathways
was a creative activity rather than a way to summarize the research. As Weiss et al. (2005)
found when they sought influence pathways after the fact in their drug abuse resistance edu-
cation (DARE) study, ‘‘We became bogged down in unique tangles of strings [of pathways]
. . . . We are on less sure ground trying to reconstruct individual and interpersonal processes
that were reported to us some 2 to 8 years after the events.’’ In other words, the existing empiri-
cal research on evaluation use has identified a collection of important variables, but research
on influence pathways will necessitate a different strategy. In settings that have specific out-
come variables and sufficient interval data on other variables, path analysis might be one
potential method. Future research might focus on developing quantitative outcome and process
measures that could then be used to gather enough data to conduct path analyses and determine
models displaying the relationships among the process measures and the outcomes.
It is impossible, finally, to answer the question of which characteristics are most related to
increasing the use of evaluations in a straightforward manner. A meta-analysis of the studies is not
possible because the studies do not operationalize or measure the variables in the same manner.
Cousins and Leithwood compensated for this problem by creating a quantitative index that
weighed the number of positive, negative, and nonsignificant findings for each characteristic to
create a ‘‘prevalence of relationship’’ index. Based on this index, they concluded that evaluation
388 American Journal of Evaluation / September 2009
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
quality and decision characteristics were most highly related to use, followed by evaluation find-
ings, users’ commitment or receptiveness to evaluation, and evaluation relevance.
This index provides a means of comparing findings across a variety of studies. Unfortu-
nately, drawing conclusions about which characteristics are related to use remains problematic
because this type of meta-synthesis is highly affected by the components that researchers
chose to include, and it may not include what is actually occurring. In addition, the publication
process may exclude studies with inconclusive or negative findings. Instead, the current study
discusses those elements that appear to be most ‘‘empirically supported’’—meaning those ele-
ments that are both highly studied and supported by strong evidence of a positive relationship
to evaluation use. Reframing the conversation to discuss ‘‘empirically supported’’ character-
istics also allows the suggestion of evidence-based practices that evaluators can employ to
increase the use of their evaluations.
Framed with these cautions in mind, we identified the following empirically supported fac-
tors that promote the use of evaluation. Findings highlight the importance of stakeholder invol-
vement in facilitating evaluation use. In several studies, involvement was found to facilitate an
evaluation process that, in turn, improved the evaluation implementation characteristics. In
other studies, stakeholder involvement supported decision making or policy setting that fos-
tered greater capacity for using evaluation information. Stated differently, stakeholder invol-
vement is a mechanism that facilitates those aspects of an evaluation’s process or setting that
lead to greater use. More than just involvement by stakeholders or decision makers alone, how-
ever, the findings from this literature review suggest that engagement, interaction, and com-
munication between evaluation clients and evaluators is key to maximizing the use of the
evaluation in the long run.
Limitations
Features of the research method used in this study, particularly the choice to limit the
review to empirical studies of evaluation use conducted between 1986 and 2005, precluded
consideration of any theoretical articles on evaluation produced during that time period. This
fact is not intended to detract from the positive contributions to the understanding of evalua-
tion use made by the authors of these articles. In addition, the research design included a deci-
sion to limit the search terms to ‘‘evaluation utilization,’’ ‘‘evaluation use,’’ and ‘‘evaluation
influence.’’ This decision resulted in the exclusion of ‘‘evaluation capacity building’’ studies
that examined organizational learning through the evaluation process—one form of use—but
did not include the keywords ‘‘use’’ or ‘‘utilization.’’ Finally, the sample sizes of some of the
studies included in this review are rather small. Of the 41 studies included in the review,
approximately 65% (19 of 41) have sample sizes of 12 or fewer. The remaining studies ranged
in sample size from 26 to 540.
Conclusion
In summary, the findings from this literature review support Cousins’ (2003) conceptual
framework that outlines dimensions of ‘‘evaluation context’’ (similar to evaluation implemen-
tation characteristics) and ‘‘decision/policy setting.’’ Additionally, the findings support the addi-
tion of one new category—stakeholder involvement—and one new characteristic—evaluator
competence (under the category of evaluation implementation). Findings point to the importance
of stakeholder involvement in facilitating evaluation use and suggest that engagement, interac-
tion, and communication between evaluation clients and evaluators is critical to the meaningful
use of evaluations.
Johnson et al. / Research on Evaluation Use 389
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Ap
pen
dix
Su
mm
ary
of
Em
pir
ica
lS
tud
ies
of
Ev
alu
ati
on
Use
an
dIn
flu
ence
(19
86
–2
00
5)
Stu
dy
Type
of
Use
Focu
sof
Stu
dy
Sam
ple
Cat
egory
of
Use
Key
Fin
din
gs
Fin
din
gs
Use
ProcessUse
Instrument
Conceptual
Symbolic
Alt
schuld
etal
.
(1993)
pp
Rel
atio
nsh
ipbet
wee
nat
titu
des
tow
ard
nee
ds
asse
ssm
ent,
invol-
vem
ent
inpro
cess
,bac
kgro
und
char
acte
rist
ics,
and
report
ing
char
acte
rist
ics
and
the
conce
ptu
al
and
inst
rum
enta
luti
liza
tion
of
nee
ds
asse
ssm
ent
concl
usi
ons
Hig
her
educa
tion
adm
inis
trat
ors
(n¼
62)
Dec
isio
nor
poli
cyse
ttin
g;
sta-
keh
old
erin
volv
emen
t
Use
of
nee
ds
asse
ssm
ents
wer
e
infl
uen
ced
by
coll
ege
adm
inis
-
trat
ors
’at
titu
des
and
level
sof
involv
emen
t.T
he
adm
inis
trat
ors
’
bac
kgro
und/t
rain
ing
and
char
ac-
teri
stic
sof
the
nee
ds
asse
ssm
ent
report
sw
ere
not
found
tobe
rela
ted
touse
Ayer
s(1
987)
pp
Rel
atio
nsh
ipbet
wee
nuse
of
a
‘‘st
akeh
old
erco
llab
ora
tive’
’ev
a-
luat
ion
appro
ach
and
inst
rum
en-
tal
and
conce
ptu
aluse
Guam
publi
csc
hool
dis
tric
t(n¼
1)
Dec
isio
nor
poli
cyse
ttin
g;
sta-
keh
old
erin
volv
emen
t
Ayer
sin
terv
iew
edfo
ur
of
the
sta-
keh
old
ers
who
par
tici
pat
edin
all
phas
esof
the
eval
uat
ion,
asw
ell
astw
om
ajor
use
rsof
the
eva-
luat
ion,
toso
lici
tper
cepti
ons
of
the
pro
cess
and
of
subse
quen
t
use
.P
arti
cipan
tsre
port
edposi
-
tive
atti
tudes
tow
ard
the
pro
cess
,
but
dir
ect
use
of
the
report
was
low
.H
ow
ever
,al
though
use
,as
mea
sure
dby
imple
men
tati
on
of
reco
mm
endat
ions,
was
low
,th
e
findin
gs
trig
ger
edpla
nnin
gdis
-
cuss
ions
and
neg
oti
atio
ns
bet
wee
nunio
nan
dag
ency
adm
inis
trat
ion
(conti
nued
)
390 American Journal of Evaluation / September 2009
390
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Bam
ber
ger
(2004)
pp
Char
acte
rist
ics
of
hig
hly
cost
-
effe
ctiv
eev
aluat
ions
of
inte
rna-
tional
dev
elopm
ent
pro
ject
s
Dev
elopm
ent
pro
ject
eval
uat
ions
(n¼
8)
Eval
uat
ion
imple
men
tati
on;
dec
isio
nor
poli
cyse
ttin
g;
stak
ehold
erin
volv
emen
t
Iden
tifi
edfi
ve
fact
ors
that
incr
ease
d
the
impac
tof
anev
aluat
ion:
(a)
a
conduci
ve
poli
cyen
vir
onm
ent—
eval
uat
ion
addre
sses
curr
ent
conce
rns
and
ther
eis
aco
mm
it-
men
tby
dec
isio
nm
aker
sto
use
resu
lts;
(b)
tim
ing
of
eval
uat
ion—
eval
uat
ion
launch
edw
hen
ther
e
are
clea
rly
def
ined
info
rmat
ion
nee
ds;
(c)
role
of
eval
uat
ion—
eval
uat
or
mu
stun
ders
tand
eva-
luat
ion
ison
eso
urc
eof
data
wit
hin
adeci
sion
-mak
ing
con-
text;
(d)
bu
ildin
ga
rela
tion
ship
wit
hth
ecl
ient
and
effe
ctiv
ely
com
mun
icat
ing
find
ings;
and
(e)
eval
uat
ion
cond
ucte
dby
eith
er
the
evalu
atio
nun
itof
the
man-
agin
gor
fund
ing
agen
cyor
by
ou
tsid
eag
ency,
or
join
tly,
asth
e
conte
xt
dic
tate
s
Bar
rios
(1986)
ppp
Rel
atio
nsh
ipbet
wee
nte
chnic
alan
d
org
aniz
atio
nal
var
iable
san
d
inst
rum
enta
l,co
nce
ptu
al,
and
per
suas
ive
use
of
eval
uat
ion
info
rmat
ion
Sta
te-l
evel
soci
alse
rvic
eag
ency
(n¼
1)
Eval
uat
ion
imple
men
tati
on;
dec
isio
nor
poli
cyse
ttin
g;
stak
ehold
erin
volv
emen
t
Rec
om
men
dat
ions
requir
ing
poli
cy
chan
ges
or
inte
rpro
gra
mor
inte
ragen
cyac
tion
wer
em
ore
infl
uen
tial
inte
rms
of
the
dec
i-
sions
toim
ple
men
tth
emin
com
par
ison
wit
hre
com
men
da-
tions
that
sugges
ted
only
acti
on
by
pro
gra
mm
anag
ers.
The
fol-
low
ing
var
iable
sar
eal
sore
late
d
touti
liza
tion:use
rin
volv
emen
tin
the
form
ula
tion
of
the
study
and
eval
uat
or
cred
ibil
ity
inte
rms
of
pro
gra
mknow
ledge
(conti
nued
)
Johnson et al. / Research on Evaluation Use 391
391
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Bober
and
Bar
tlet
t
(2004)
pp
Eval
uat
ion
imple
men
tati
on
fact
ors
and
dec
isio
nan
dpoli
cyse
ttin
g
fact
ors
affe
ctin
gth
euse
of
trai
n-
ing
eval
uat
ion
resu
lts
atco
rpora
te
univ
ersi
ties
Corp
ora
teuniv
ersi
ties
(n¼
4)
Eval
uat
ion
imple
men
tati
on;
dec
isio
nor
poli
cyse
ttin
g
Corp
ora
teuniv
ersi
tym
anag
ers
use
d
eval
uat
ion
findin
gs
ina
var
iety
of
way
sw
ith
inst
rum
enta
luse
s
dom
inat
ing.
Eval
uat
ion
imple
-
men
tati
on
fact
ors
wer
em
ore
import
ant
than
dec
isio
n-
or
poli
cy-s
etti
ng
fact
ors
inim
pac
t-
ing
use
.T
he
most
hig
hly
ranked
fact
or
was
com
munic
atio
nqual
-
ity.
Use
of
mult
iple
met
hods
of
report
ing
dat
aw
asef
fect
ive
for
incr
easi
ng
use
Boyer
and
Lan
gbei
n
(1991)
pF
acto
rsre
late
dto
the
use
of
hea
lth-
rela
ted
eval
uat
ion
rese
arch
resu
lts
by
mem
ber
sof
congre
ss
and
congre
ssio
nal
staf
fers
Congre
ssio
nal
hea
lth
and
hea
lth-
rela
ted
staf
fm
ember
s(n¼
100)
Eval
uat
ion
imple
men
tati
on;
dec
isio
nor
poli
cyse
ttin
g;
eval
uat
or
com
pet
ence
Congre
ssio
nal
mem
ber
san
dst
affe
rs
bel
ieved
eval
uat
ion
report
sto
be
rele
van
t,ti
mel
y,
clea
r,m
ethodo-
logic
ally
rigoro
us,
and
pro
duce
d
by
reputa
ble
pra
ctit
ioner
s.T
he
rela
tive
import
ance
of
fact
ors
affe
ctin
guse
var
ied
dep
endin
gon
what
type
of
report
(Gen
eral
Acc
ounti
ng
Off
ice
[GA
O]
vs.
non-G
AO
)an
duse
r(m
ember
of
congre
ssvs.
staf
fer)
.O
ver
all,
tim
elin
ess
of
GA
Ore
port
sw
asth
e
stro
nges
tfa
ctor,
wit
hcr
edib
ilit
y
of
met
hodolo
gy,
and
clar
ity
of
report
ing
also
bei
ng
import
ant.
Pre
sence
of
anad
voca
teor
abse
nce
of
adet
ract
or
of
the
eva-
luat
or
also
pla
yed
aro
lein
use
Bro
wn-
McG
ow
an
(1992)
pE
ffec
tof
know
ledge
use
syst
em
(KU
S)
on
use
of
eval
uat
ion
find-
ings;
rela
tionsh
ipbet
wee
nev
a-
luat
ion
pro
cess
,si
gnif
ican
ceof
the
dec
isio
n,
per
ceiv
edim
pac
ts
of
the
dec
isio
n,
and
pre
fere
nce
s
tow
ard
eval
uat
ion
outc
om
esan
d
uti
liza
tion
of
eval
uat
ion
resu
lts
Sen
ior
hig
her
educa
tion
adm
inis
-
trat
ors
(n¼
8)
Dec
isio
nor
poli
cyse
ttin
g;
stak
ehold
erin
volv
emen
t
Dec
isio
nm
aker
sre
port
edso
me
incr
ease
inth
eir
par
tici
pat
ion
and
inte
rest
inth
eev
aluat
ion
pro
cess
bec
ause
of
usi
ng
the
KU
S.
The
uti
liza
tion
of
eval
uat
ion
findin
gs
was
impro
ved
.T
he
eval
uat
ion
qual
ity
and
uti
liza
tion
of
resu
lts
wer
eal
soen
han
ced
by
dec
isio
n
mak
ers’
per
sonal
stak
esin
the
eval
uat
ion
(conti
nued
)
392 American Journal of Evaluation / September 2009
392
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Cai
(1996)
ppp
Rel
atio
nsh
ipbet
wee
nte
acher
s’
per
cepti
ons
of
thei
rin
volv
emen
t
inpro
gra
mev
aluat
ion
and
report
edle
vel
sof
inst
rum
enta
l,
conce
ptu
al,
and
sym
boli
cuse
New
York
stat
eK
-12
publi
csc
hool
teac
her
s(n¼
207)
Sta
keh
old
erin
volv
emen
tC
urr
ent
opport
unit
yfo
rin
volv
e-
men
tis
rela
ted
tow
illi
ngnes
sto
par
tici
pat
ein
futu
reim
ple
men
ta-
tion.
Lev
elan
dphas
eof
invol-
vem
ent
inev
aluat
ion
isre
late
dto
per
ceiv
edben
efit
sto
indiv
idual
and
toorg
aniz
atio
n.
The
ben
efit
s
of
such
involv
emen
tin
clude:
enhan
ced
uti
liza
tion
and
wil
ling-
nes
sto
be
involv
edin
futu
re
eval
uat
ions,
incr
ease
dknow
ledge
and
skil
lsre
late
dto
eval
uat
ion,
and
impro
ved
com
munic
atio
n
pro
cess
wit
hin
org
aniz
atio
ns
Cal
lahan
etal
.
(1995)
pF
acto
rsan
dpra
ctic
esre
late
dto
eval
uat
ion
uti
liza
tion
ingif
ted
educa
tion
pro
gra
ms;
exam
inat
ion
of
exem
pla
ryan
dnonex
empla
ry
eval
uat
ions
and
exte
nt
of
imple
-
men
tati
on
of
eval
uat
ion
reco
mm
endat
ions
Eval
uat
ion
report
sfr
om
dis
tric
t
gif
ted
educa
tion
pro
gra
ms
(n¼
12)
Dec
isio
nor
poli
cyse
ttin
g;
eval
uat
or
com
pet
ence
;
stak
ehold
erin
volv
emen
t
All
12
dis
tric
tsuse
dev
aluat
ion
info
rmat
ion
toen
act
som
ech
ange
ingif
ted
educa
tion
pro
gra
mm
ing.
The
‘‘w
ill
and
skil
l’’
of
key
per
-
sonnel
toev
aluat
eaf
fect
edth
euse
of
the
eval
uat
ion
resu
lts.
Key
condit
ions
affe
ctin
guse
:(a
)
dis
tric
t-w
ide
eval
uat
ion
poli
cy;(
b)
wri
tten
pla
ns
on
how
toim
ple
men
t
findin
gs;
(c)
mult
iple
stak
ehold
ers
wer
eco
nsi
sten
tly
involv
edin
pla
nnin
g,m
onit
ori
ng,an
dre
vie
w-
ing
eval
uat
ion
pro
cess
and
find-
ings;
(d)
stak
ehold
ers
pla
yed
role
of
advoca
ting
for
pro
gra
mch
ange
bas
edon
findin
gs;
and
(e)
key
per
sonnel
wer
eaw
are
of
rela
tion-
ship
bet
wee
ngif
ted
ed,e
val
uat
ion,
and
poli
tica
lpro
cess
es
(conti
nued
)
Johnson et al. / Research on Evaluation Use 393
393
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Car
pin
ello
(1989)
pp
Exam
ines
the
effe
ctof
the
pow
er
bas
eof
the
eval
uat
or
(leg
itim
ate,
refe
rent,
or
exper
t),
per
cepti
ons
of
dec
isio
n-m
akin
gco
nse
-
quen
ces,
and
eval
uat
ion
use
r
exper
ience
son
eval
uat
ion
use
in
term
sof
agre
emen
tw
ith
reco
m-
men
dat
ions,
per
cepti
ons
of
eva-
luat
ion
cred
ibil
ity,
nee
ds
for
info
rmat
ion,
and
inst
rum
enta
l
dec
isio
ns
Ger
onto
logy
nurs
esfr
om
New
York
(n¼
282)
Dec
isio
nor
poli
cyse
ttin
gC
onse
quen
ce,
pow
er,
and
exper
i-
ence
wer
efo
und
toaf
fect
how
eval
uat
ion
info
rmat
ion
isuse
d
and
pro
cess
edby
nurs
edec
isio
n
mak
ers.
Exper
ience
ddec
isio
n
mak
ers
indic
ated
anee
dfo
r
info
rmat
ion
when
infl
uen
ced
by
econom
icco
nse
quen
ces
and
refe
rent
pow
erbas
es,
wher
eas
less
exper
ience
ddec
isio
nm
aker
s
wer
eaf
fect
edby
affe
ctiv
eco
n-
sequen
ces
and
exper
tpow
er
bas
es
Chin
(2003)
pp
Impac
tof
usi
ng
cart
oons
and
poet
ry
inev
aluat
ion
report
son
pro
mpt
dis
cuss
ion
of
findin
gs
and
incr
ease
dunder
stan
din
gof
resu
lts
by
eval
uat
ion
stak
ehold
ers
Sch
ool
dis
tric
tev
aluat
ion
stak
e-
hold
ers
(n¼
26)
Eval
uat
ion
imple
men
tati
on
Alt
hough
cart
oons
and
poet
ryw
ere
wel
lre
ceiv
edby
eval
uat
ion
sta-
keh
old
ers,
eval
uat
ors
wer
enot
as
support
ive
of
thei
rin
clusi
on.
The
poet
ryan
dca
rtoons
convey
edan
emoti
onal
and/o
rvis
ual
repre
-
senta
tion
of
findin
gs;
how
ever
,
this
did
not
incr
ease
dis
cuss
ion
of
the
findin
gs
among
stak
ehold
ers
nor
did
iten
sure
that
report
read
ers
clea
rly
per
ceiv
edth
e
auth
or’
sin
tended
mes
sages
Com
bs
(1999)
ppp
Rel
atio
nsh
ipbet
wee
npre
exis
ting
posi
tive
atti
tudes
tow
ard
incl
u-
sive
educa
tion
and
the
per
sua-
siven
ess
of
pro
gra
mev
aluat
ion
findin
gs
asm
easu
red
by
Russ
on
and
Koeh
ly(1
995)
per
suas
ion
scal
e
Gen
eral
and
spec
ial
educa
tion
ele-
men
tary
teac
her
sin
Nort
hC
aro-
lin
a(n¼
76)
Dec
isio
nor
poli
cyse
ttin
gA
lthough
the
study
found
that
teac
her
s’at
titu
des
tow
ard
incl
u-
sion
wer
epre
dic
tive
of
the
per
-
suas
iven
ess
of
the
sum
mar
y
eval
uat
ion
report
,co
ncl
usi
ons
from
the
study
are
lim
ited
by
the
pec
uli
arit
ies
of
the
dat
a
(untr
eate
doutl
iers
inth
edat
ase
t)
(conti
nued
)
394 American Journal of Evaluation / September 2009
394
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Cousi
ns
(1995)
pp
Exam
inat
ion
of
the
impac
tof
par
ti-
cipat
ory
appro
aches
use
din
one
mar
gin
ally
succ
essf
ul
and
one
hig
hly
succ
essf
ul
educa
tional
eval
uat
ion
Can
adia
ned
uca
tion
fiel
dce
nte
rs
(n¼
2)
Eval
uat
ion
imple
men
tati
on;
stak
ehold
erin
volv
emen
t
The
par
tici
pat
ory
pro
cess
enhan
ced
cred
ibil
ity
of
the
report
and
mad
e
the
findin
gs
more
rele
van
t,w
hic
h
intu
rnin
crea
sed
the
report
ed
use
fuln
ess
of
the
eval
uat
ion
Cousi
ns
(1996)
pE
ffec
tsof
rese
arch
erin
volv
emen
t
level
son
exte
nt
and
type
of
rec-
om
men
dat
ion
imple
men
tati
on
Can
adia
nsc
hool
dis
tric
ts(n¼
3)
Eval
uat
or
com
pet
ence
Des
pit
eth
evar
yin
gle
vel
sof
rese
arch
erin
volv
emen
t,docu
-
men
ted
use
was
rela
tivel
yst
able
.
Use
appea
red
tobe
more
affe
cted
by
tim
epre
ssure
san
dad
min
is-
trat
ive
support
than
by
level
of
rese
arch
erin
volv
emen
t.In
the
low
est
involv
emen
tca
se,
pote
n-
tial
for
use
was
hig
her
than
actu
al
use
,giv
enth
eti
mef
ram
eof
the
eval
uat
ion
Cro
tti
(1993)ppp
Use
of
pro
cess
and
end
pro
duct
sof
Pen
nsy
lvan
ia’s
long-r
ange
pla
ns,
asper
ceiv
edby
school
adm
inis
-
trat
ors
;re
lati
onsh
ipbet
wee
n
hum
anan
dco
nte
xt
char
acte
ris-
tics
and
per
cepti
ons
of
use
fuln
ess
Pen
nsy
lvan
iasc
hool
dis
tric
ts
(n¼
11)
Dec
isio
nor
poli
cyse
ttin
gD
iffe
rent
adm
inis
trat
ive
level
s
emphas
ized
dif
fere
nt
form
sof
eval
uat
ion
use
.L
oca
lco
nst
rain
ts
had
min
imal
infl
uen
ceon
the
eval
uat
ion
uti
liza
tion
pro
cess
.
The
acti
ve
org
aniz
ing
effo
rts
of
school
adm
inis
trat
ors
report
edly
pro
mote
dlo
ng-r
ange
pla
nuti
li-
zati
on.
Fac
tor
clust
ers
com
pri
s-
ing
hum
anan
dev
aluat
ion
var
iable
sre
ceiv
edhig
her
over
all
import
ance
than
conte
xt
var
iable
s
(conti
nued
)
Johnson et al. / Research on Evaluation Use 395
395
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Ear
l(1
995)
pp
Exam
inat
ion
of
the
impac
tof
two
par
tici
pat
ory
eval
uat
ions
on
the
incr
ease
dunder
stan
din
g,
com
-
mit
men
t,an
duti
liza
tion
of
the
eval
uat
ion
by
the
eval
uat
or
and
clie
nts
Sch
ools
ina
Can
adia
nsc
hool
dis
-
tric
t(n¼
93)
Dec
isio
nor
poli
cyse
ttin
g;
stak
ehold
erin
volv
emen
t
Tw
opar
tici
pat
ory
eval
uat
ions
focu
sed
on
school
impro
vem
ent
ina
larg
esu
burb
ansc
hool
dis
-
tric
t.P
arti
cipan
tsco
uld
hav
e
bee
nin
volv
edon
thre
ele
vel
s.
The
leas
tin
volv
edte
ams
wer
e
inte
rvie
wed
for
the
eval
uat
ion.
The
moder
atel
yin
volv
edte
ams
had
mem
ber
sw
ho
serv
edas
inte
rvie
wer
s.T
he
most
involv
ed
team
spla
nned
the
inte
rvie
wpro
-
cess
and
pro
toco
ls.
Tea
ms
that
wer
eth
ele
ast
involv
ed(i
nte
r-
vie
wee
s)w
ere
slig
htl
yle
ssli
kel
y
than
the
moder
atel
yor
most
involv
edte
amm
ember
sto
report
posi
tive
feel
ings
about
the
pro
-
cess
.O
ver
all,
hig
huse
and
pote
nti
alfo
ruse
was
found
for
all
gro
ups
Eis
endra
th
(1988)
pp
Rel
atio
nsh
ipbet
wee
nin
tern
alan
d
exte
rnal
adm
inis
trat
ive
fact
ors
and
dir
ect
imple
men
tati
on
and
per
cepti
ons
of
use
fuln
ess
Gover
nm
enta
lag
enci
esin
Raj
asth
anS
tate
,In
dia
(n¼
16)
Eval
uat
ion
imple
men
tati
on;
dec
isio
nor
poli
cyse
ttin
g;
stak
ehold
erin
volv
emen
t
Poli
cym
aker
soft
enre
ject
edre
c-
om
men
dat
ions
of
eval
uat
ions
bec
ause
they
wer
enot
poli
tica
lly,
tech
nic
ally
,or
finan
cial
lyvia
ble
.
Hig
hle
vel
sof
use
wer
ere
late
dto
the
involv
emen
tof
hig
h-l
evel
exec
uti
ves
inth
ere
vie
wof
find-
ings,
form
ula
tion,
and
foll
ow
-up
of
reco
mm
endat
ions
for
acti
on.
Both
form
alan
din
form
al
adm
inis
trat
ive
arra
ngem
ents
wer
eim
port
ant
for
eval
uat
ion
use
.T
he
level
of
use
was
posi
-
tivel
yas
soci
ated
wit
hth
esa
l-
ience
of
apro
gra
mfo
rto
ple
vel
poli
cym
aker
s.B
yan
dla
rge,
hig
h-l
evel
poli
cym
aker
sco
nsi
d-
ered
the
eval
uat
ion
findin
gs
cred
ible
only
ifth
eyar
esu
p-
port
edby
oth
erso
urc
esof
info
rmat
ion
(conti
nued
)
396 American Journal of Evaluation / September 2009
396
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Fors
set
al.
(1994)
pp
Explo
rero
leof
eval
uat
or
inorg
a-
niz
atio
nal
lear
nin
g;
rela
tionsh
ip
bet
wee
nqual
ity
of
report
and
eval
uat
ion
atti
tudes
wit
hco
gni-
tive
and
inst
rum
enta
luti
liza
tion
Norw
egia
nA
idA
dm
inis
trat
ion
Agen
cy(n¼
1)
Eval
uat
ion
imple
men
tati
on;
stak
ehold
erin
volv
emen
t
Alt
hough
aid
adm
inis
trat
ors
read
the
vas
tm
ajori
tyof
the
eval
ua-
tions
that
are
rele
van
tto
thei
r
posi
tions,
the
maj
ori
tyonly
lear
n
ali
ttle
from
the
report
s.S
uc-
cess
ful
lear
nin
gocc
urs
thro
ugh
two
pro
cess
es:
lear
nin
gth
rough
involv
emen
tan
dle
arnin
g
thro
ugh
com
munic
atio
n.
Involv
-
ing
adm
inis
trat
ors
inth
eco
nduct
of
eval
uat
ions
and
impro
vin
g
com
munic
atio
nof
eval
uat
ion
info
rmat
ion
wil
lm
axim
ize
org
a-
niz
atio
nal
lear
nin
gth
rough
eval
uat
ions
Gre
ene
(1987)
pp
Exam
ines
rela
tionsh
ipbet
wee
nty
pe
and
mea
nin
gfu
lnes
sof
stak
e-
hold
erpar
tici
pat
ion
and
use
Hum
anse
rvic
eag
enci
es(n¼
2)
Eval
uat
ion
imple
men
tati
on;
eval
uat
or
com
pet
ence
;st
ake-
hold
erin
volv
emen
t
Tw
opar
tici
pat
ory
eval
uat
ions
in
loca
lhum
anse
rvic
eag
enci
es
enco
ura
ged
stak
ehold
erpar
tici
-
pat
ion
inpla
nnin
gth
eev
aluat
ion.
Sta
keh
old
ers
report
edboth
con-
ceptu
alan
din
stru
men
tal
use
of
the
eval
uat
ion.
Inad
dit
ion,
sta-
keh
old
ers
also
found
sym
boli
c
way
sin
whic
hth
epro
cess
was
use
ful
(conti
nued
)
Johnson et al. / Research on Evaluation Use 397
397
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Gre
ene
(1988)
ppp
Inves
tigat
eth
ere
lati
onsh
ipbet
wee
n
com
munic
atio
nof
resu
lts
(pro
-
cess
,co
nte
nt,
and
par
tici
pat
ion
as
shar
eddec
isio
nm
akin
g)
and
uti
-
liza
tion
(conce
ptu
al,
inst
rum
en-
tal,
and
sym
boli
c)
Hum
anse
rvic
eag
enci
es(n¼
2)
Eval
uat
ion
imple
men
tati
on;
dec
isio
nor
poli
cyse
ttin
g;
stak
ehold
erin
volv
emen
t
Sta
keh
old
erte
amm
ember
sre
port
ed
occ
urr
ence
of
inst
rum
enta
l,co
n-
ceptu
al,
and
sym
boli
cuse
sar
is-
ing
from
both
the
eval
uat
ion
pro
cess
and
resu
lts.
The
foll
ow
-
ing
char
acte
rist
ics
of
the
eval
ua-
tion
report
ing
pro
cess
wer
e
bel
ieved
tohav
efa
cili
tate
duse
,
the
pro
cess
was
:ongoin
gan
d
iter
ativ
e;in
cluded
both
wri
tten
report
san
dst
akeh
old
ergro
up
dis
cuss
ions;
pre
sente
dth
ere
sult
s
com
pre
hen
sivel
yan
din
avar
iety
of
form
ats;
was
open
and
plu
ra-
list
ic;
and
was
tail
ore
dto
the
audie
nce
s.A
ddit
ional
ly,
stak
e-
hold
ers
wer
eac
tivel
yen
gag
edin
the
eval
uat
ion
and
com
munic
a-
tion
of
resu
lts,
and
the
eval
uat
or
funct
ioned
asan
advoca
tefo
ruse
duri
ng
and
afte
rth
eev
aluat
ion
was
conduct
ed
Had
dock
(1998)
pR
elat
ionsh
ipbet
wee
nle
gis
lati
ve
eval
uat
ion
char
acte
rist
ics
(com
-
mit
tee
type,
type
of
foll
ow
-up,
man
dat
eduse
,re
lati
onsh
ipw
ith
budget
ary
com
mit
tees
,an
d‘‘
fire
-
alar
mvs.
poli
ce-p
atro
l’’–
type
eval
uat
ions)
and
inst
rum
enta
luse
Sta
tele
gis
lati
ve
pro
gra
mev
aluat
ion
off
ices
(n¼
28)
Dec
isio
nor
poli
cyse
ttin
g;
stak
ehold
erin
volv
emen
t
Uti
liza
tion
dif
fere
nce
sap
par
entl
y
exis
tbet
wee
nth
efe
der
alan
d
stat
ele
vel
s.E
val
uat
ion
off
ices
in
stat
esw
ith
poli
cies
and
pro
ce-
dure
sm
andat
ing
reco
mm
enda-
tio
nar
esl
igh
tly
mo
reli
kel
yto
hav
ehig
her
imple
men
tati
on
rate
s
than
are
off
ices
inst
ates
wit
hno
such
poli
cies
.Par
tici
pat
ion
of
the
budget
com
mit
tee
inth
ese
lect
ion
of
topic
sfo
rpro
gra
mev
aluat
ions
does
not
nec
essa
rily
incr
ease
the
pro
bab
ilit
yof
eval
uat
ion
use
in
the
budget
dec
isio
n-m
akin
g
pro
cess
(conti
nued
)
398 American Journal of Evaluation / September 2009
398
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Hopst
ock
etal
.
(1993)
pP
erce
ived
use
fuln
ess
of
eval
uat
ion
findin
gs
of
Tit
leV
IIbil
ingual
educa
tion
pro
gra
ms
Tit
leV
II-f
unded
educa
tion
pro
-
gra
ms
(n¼
18)
Dec
isio
nor
poli
cyse
ttin
gF
ewT
itle
VII
eval
uat
ion
report
s
wer
efe
der
ally
use
dfo
rth
efo
l-
low
ing
reas
ons.
The
purp
ose
san
d
audie
nce
sfo
rT
itle
VII
eval
ua-
tions,
asw
ell
asth
eev
aluat
ion
nee
ds
of
the
U.S
.D
epar
tmen
tof
Educa
tion
and
of
loca
lT
itle
VII
wer
enot
clea
rly
des
crib
edby
the
U.S
.D
epar
tmen
tof
Educa
tion.
Bec
ause
of
thei
rla
ckof
form
al
trai
nin
gin
eval
uat
ion
and
stat
is-
tics
and
bec
ause
of
the
larg
e
num
ber
of
pro
ject
sfo
rw
hic
hth
ey
are
resp
onsi
ble
,th
eO
ffic
eof
Bil
ingual
Educa
tion
and
Min
ori
ty
Lan
guag
esA
ffai
rsP
roje
ctO
ffi-
cers
wer
enot
able
toper
form
over
all
pro
gra
man
alyse
sor
to
pro
vid
edet
aile
dfe
edbac
kto
pro
ject
sab
out
thei
rev
aluat
ions
Johnso
n
(1993)
pp
Cre
ate
and
test
ath
eore
tica
lpro
cess
model
rela
ted
touse
;re
lati
onsh
ip
bet
wee
nle
vel
sof
par
tici
pat
ion,
com
pet
ing
info
rmat
ion,
truth
and
uti
lity
test
s,an
din
tere
sts
and
ideo
logy
and
expec
ted
level
of
uti
liza
tio
n
Eval
uat
ion
use
rsan
dpro
duce
rs
affi
liat
edw
ith
the
Geo
rgia
Inno-
vat
ion
Pro
gra
m(n¼
75)
Eval
uat
ion
imple
men
tati
on;
dec
isio
nor
poli
cyse
ttin
g;
stak
ehold
erin
volv
emen
t
Par
tici
pat
ion
inev
aluat
ion
was
most
likel
yin
org
anic
org
aniz
atio
ns,
com
pose
dof
chan
ge-
ori
ente
d
indiv
idual
s,w
ith
aper
son-
focu
sed
eval
uat
or.
Inst
rum
enta
l
uti
liza
tion
was
consi
der
edm
ost
likel
yin
situ
atio
ns
char
acte
rize
d
by
hig
hpar
tici
pat
ion,
affi
rmat
ive
truth
,an
duti
lity
test
ing,
and
when
inte
rest
san
did
eolo
gy
wer
e
support
ed.
Com
pet
ing
info
rma-
tion
was
notfo
und
tobe
rela
ted
to
inst
rum
enta
luti
liza
tion
(conti
nued
)
Johnson et al. / Research on Evaluation Use 399
399
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Johnst
on
(1986)
pp
Exam
ined
rela
tionsh
ips
bet
wee
n
type
of
eval
uat
ion
reco
mm
enda-
tions
and
acce
pta
nce
/use
or
like-
lihood
of
imple
men
tati
on
of
reco
mm
endat
ions
GA
Ore
port
s(n¼
176)
Eval
uat
ion
imple
men
tati
on;
dec
isio
nor
poli
cyse
ttin
g
Acc
epta
nce
of
GA
Ore
com
men
da-
tion
ishig
h.
Fac
tors
asso
ciat
ed
wit
hth
ehig
hac
cepta
nce
rate
incl
udes
that
the
reco
mm
enda-
tions
are
gen
eral
lyof
the
low
-
level
beh
avio
ral
com
pli
ance
–
type
and
the
stat
us
of
the
GA
Oas
afo
rmal
,fe
der
ally
man
dat
ed
outs
ide
eval
uat
ion
org
aniz
atio
n.
Addit
ional
ly,
the
met
hodolo
gic
al
qual
ity
of
the
studie
sco
ntr
ibute
s
toth
eir
uti
liza
tio
n
Laf
leur
(1995)
pp
Ret
rosp
ecti
ve
exam
inat
ion
of
one
school
dis
tric
t’s
par
tici
pat
ory
pro
gra
mev
aluat
ion
appro
ach
and
the
uti
liza
tion
of
eval
uat
ion
resu
lts
Can
adia
nsc
hool
dis
tric
t(n¼
1)
Eval
uat
ion
imple
men
tati
on;
dec
isio
nor
poli
cyse
ttin
g;
stak
ehold
erin
volv
emen
t
Bei
ng
involv
edin
the
eval
uat
ion
resu
lted
inth
epri
mar
yuse
rs
feel
ing
more
empow
ered
and
hav
ing
impro
ved
eval
uat
ion
skil
ls.
Quic
ker
turn
around
tim
e
on
resu
lts
would
impro
ve
use
.
Als
oim
port
ant
isa
support
ive
org
aniz
atio
nal
cult
ure
and
ongoin
g,
hig
h-q
ual
ity
com
munic
atio
n
Lee
and
Cou-
sins
(1995)
pp
Exam
ined
the
effe
cts
of
involv
e-
men
tin
apar
tici
pat
ory
eval
uat
ion
on
imple
men
ting
exte
rnal
ly
funded
,sc
hool-
dir
ecte
dch
ange
incl
udin
gth
eim
pac
tof
the
eva-
luat
ion
on
the
eval
uat
ion
consu
ltan
t
Can
adia
nsc
hools
(n¼
4)
Dec
isio
nor
poli
cyse
ttin
g;
stak
ehold
erin
volv
emen
t
Afo
undat
ion
pro
vid
edac
cess
toan
eval
uat
ion
consu
ltan
tto
four
schools
who
had
rece
ived
a
pro
gra
m-d
evel
opm
ent
gra
nt.
Eac
h
school
was
ata
dif
fere
nt
stag
ein
the
eval
uat
ion
but
none
had
yet
pro
duce
dan
yre
port
s.S
takeh
old
er
par
tici
pat
ion
allo
wed
for
gre
ater
under
stan
din
gab
out
eval
uat
ion.
Eval
uat
ions
wer
est
ill
inth
eea
rly
stag
es,
sono
report
sof
use
,but
eager
nes
san
den
thusi
asm
about
use
was
note
d
(conti
nued
)
400 American Journal of Evaluation / September 2009
400
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Mal
en,
Mur-
phy,
and
Gea
ry
(1988)
pp
Anal
ysi
sof
the
effe
ctof
asp
ecif
ic
pro
gra
mev
aluat
ion
wit
ha
‘‘poli
tica
l’’
eval
uat
ion
report
and
uniq
ue
dec
isio
nco
nte
xt
and
the
exte
nt
of
acce
pta
nce
of
dat
a/re
c-
om
men
dat
ions
and
impac
tof
the
report
Uta
hst
ate
legis
latu
re,
inte
rvie
ws
wit
h21
indiv
idual
s(n¼
1/2
1)
Eval
uat
ion
imple
men
tati
on;
dec
isio
nor
poli
cyse
ttin
g
Char
acte
rist
ics
of
the
eval
uat
ion
and
conte
xt
inte
ract
edto
mak
e
the
eval
uat
ion
info
rmat
ion
a
‘‘si
gnif
ican
tth
reat
,’’
ath
reat
to
per
vas
ive
ideo
logie
s,poli
tica
l
alig
nm
ents
,re
form
com
mit
-
men
ts,
and
educa
tion
appro
pri
a-
tions.
The
eval
uat
ion
expose
d
div
ides
ina
frag
ile
coal
itio
nan
d
thre
aten
edco
nnec
tions
inth
e
legis
latu
re
Mar
ra(2
003)pppp
Use
of
eval
uat
ion
for
impro
vin
g
publi
corg
aniz
atio
ns’
per
for-
man
ceth
rough
bet
ter
des
ign
of
gover
nan
cest
ruct
ure
san
dm
ore
entr
epre
neu
rial
man
ager
ial
effo
rts
Worl
dB
ank
eval
uat
ion
studie
s
(n¼
4)
Eval
uat
ion
imple
men
tati
on;
dec
isio
nor
poli
cyse
ttin
g
Fiv
ekey
issu
esw
ere
iden
tifi
edas
affe
ctin
guse
:(a
)G
over
nan
ce
stru
cture
saf
fect
the
pote
nti
alfo
r
eval
uat
ion
topla
yas
ach
eck
and
bal
ance
wit
hin
the
org
aniz
atio
n
and
enfo
rce
resu
lts
acco
unta
bil
-
ity.
(b)
The
hig
h-p
rofi
lepoli
tica
l
role
of
the
eval
uat
ion
dep
artm
ent
hel
ps
eval
uat
ion
tobe
acce
pte
d
and
val
ued
for
stra
tegic
pla
nnin
g
atth
eap
exof
the
org
aniz
atio
n.
(c)
Man
ager
sdis
count
eval
uat
ion
for
thei
row
nw
ork
and
ascr
ibe
hig
her
sali
ence
for
thei
rsu
bord
i-
nat
es.
(d)
Most
inte
rvie
wee
s
endors
eth
esy
mboli
cro
leof
eval
uat
ion
tole
git
imiz
ea
posi
-
tion
or
dec
isio
n.
(e)
Act
ionab
le
and
evid
ence
-bas
edre
com
men
-
dat
ions
wer
eli
kel
yto
be
taken
into
acco
unt
(conti
nued
)
Johnson et al. / Research on Evaluation Use 401
401
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Mar
shan
d
Gla
ssic
k
(1988)
pE
ffec
tof
types
of
eval
uat
ion
rec-
om
men
dat
ions
(subje
ct,
audi-
ence
,sp
ecif
icit
y,
and
dep
th)
and
imple
men
tati
on
of
reco
mm
enda-
tions
by
schools
Eval
uat
ions
conduct
edby
eval
uat
ion
bra
nch
of
larg
em
etro
school
dis
tric
t(n¼
4)
Eval
uat
ion
imple
men
tati
on;
stak
ehold
erin
volv
emen
t
Sch
ool
adm
inis
trat
ors
use
dre
com
-
men
dat
ion
more
when
they
wer
e
det
aile
dan
dar
ose
from
ver
bal
dis
cuss
ions
bet
wee
nth
est
ake-
hold
ers
and
eval
uat
ors
.R
ecom
-
men
dat
ions
about
earl
yphas
esof
apro
ject
wer
em
ore
likel
yto
be
use
dif
they
focu
sed
on
inst
ruc-
tional
chan
ge;
reco
mm
endat
ions
from
late
rphas
esw
ere
more
likel
yto
be
use
dif
they
focu
sed
on
adm
inis
trat
ive
pro
ble
ms.
Ver
-
bal
inte
ract
ion
bet
wee
nth
eev
a-
luat
or
and
pro
gra
mst
aff
enhan
ced
the
under
stan
din
g,
acce
pta
nce
,an
duti
liza
tion
of
the
reco
mm
endat
ions
McC
orm
ick
(1997)
ppp
Rel
atio
nsh
ipbet
wee
nuse
rs’
com
-
mit
men
tto
the
pro
gra
m,
invol-
vem
ent
wit
hth
epro
gra
m,
atti
tude
tow
ard
eval
uat
ion,
org
aniz
atio
nal
posi
tion,
and
type
of
org
aniz
atio
nan
dre
port
ed
conce
ptu
al,
pro
cess
ing,
per
sua-
sive,
and
inst
rum
enta
luse
s
Pote
nti
alev
aluat
ion
use
rsof
the
pro
gra
mev
aluat
ion
div
isio
nof
a
stat
ele
gis
lati
ve
audit
or
and
a
soci
alse
rvic
ere
sear
chorg
aniz
a-
tio
n(n¼
89)
Dec
isio
nor
poli
cyse
ttin
g;
stak
ehold
ersi
nvolv
emen
t
Conce
ptu
aluse
exce
eded
all
oth
er
types
of
use
,an
dpro
cess
ing
use
exce
eded
per
suas
ive
or
inst
ru-
men
tal
use
.In
volv
emen
tin
eva-
luat
ion
was
hig
hly
rela
ted
toal
l
types
of
use
,es
pec
iall
y‘‘
pro
-
cess
ing
use
.’’
Publi
c/gover
nm
ent
and
pri
vat
enonpro
fit
org
aniz
a-
tions
uti
lize
dev
aluat
ion
info
r-
mat
ion
equal
ly.
Man
ager
sw
ere
more
acti
ve
than
legis
lato
rsin
term
sof
pro
cess
ing
use
.A
ttit
ude
tow
ard
eval
uat
ion
had
litt
le
infl
uen
ceon
eval
uat
ion
use (conti
nued
)
402 American Journal of Evaluation / September 2009
402
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
New
man
etal
.
(1987)
pp
Eff
ect
of
confl
ict,
import
ance
,se
t-
ting,
and
super
inte
nden
tsu
pport
on
dec
isio
nm
akin
gas
mea
sure
d
by
Dec
isio
n-M
akin
gIn
form
atio
n
Nee
ds
Sca
le(N
ewm
an,
Bro
wn,
Riv
ers,
&G
lock
,1983)
Sch
ool
boar
dm
ember
s(n¼
361)
Dec
isio
nor
poli
cyse
ttin
gE
val
uat
ion
use
isin
fluen
ced
by
the
per
ceiv
edim
port
ance
and
sett
ing
of
the
pro
gra
m.
When
mak
ing
a
dec
isio
nab
out
apro
gra
mof
hig
h
import
ance
,boar
dm
ember
s
requir
edm
ore
tim
e,m
ore
info
r-
mat
ion,
and
more
conta
cts
wit
ha
consu
ltan
t.P
rogra
mse
ttin
ghad
the
gre
ates
tst
rength
of
asso
cia-
tion.
Pro
gra
mco
nfl
ict
infl
uen
ced
info
rmat
ion
nee
ds.
When
the
pro
gra
mw
asof
hig
hco
nfl
ict(a
nd
no
know
ledge
or
super
inte
nden
t
atti
tude
was
giv
en),
boar
dm
em-
ber
sw
ante
dm
ore
tim
e,m
ore
info
rmat
ion,
more
per
sonal
con-
tact
s,an
dco
nta
cts
wit
hco
nsu
l-
tants
com
par
edto
low
confl
ict
sett
ings
Pott
s(1
998)
pp
Rel
atio
nsh
ipbet
wee
nev
aluat
ion
met
hod
(quan
tita
tive,
qual
itat
ive,
or
mix
ed)
and
conce
ptu
alan
d
inst
rum
enta
luse
Ten
adm
inis
trat
ors
from
studen
t
serv
ice
pro
gra
ms
ata
larg
est
ate
univ
ersi
ty(n¼
10)
Eval
uat
ion
imple
men
tati
on
Univ
ersi
tyad
min
istr
ators
felt
that
the
findin
gs
from
mix
ed-m
ethod
report
spro
duce
dgre
ater
know
l-
edge
gai
n,
wer
em
ore
cred
ible
,
and
wer
em
ore
use
fulth
ansi
ngle
-
met
hod
quan
tita
tive
or
qual
ita-
tive
studie
s
Pre
skil
lan
d
Car
acel
li
(1997)
ppp
Eval
uat
ors
’bel
iefs
on
eval
uat
ion
use
,in
cludin
gth
eim
pli
cati
ons
of
stak
ehold
erin
volv
emen
ton
use
Am
eric
anE
val
uat
ion
Ass
oci
atio
n
(AE
A)
eval
uat
ion
use
dby
Topi-
cal
Inte
rest
Gro
up
(TIG
)m
em-
ber
s(n¼
282)
Sta
keh
old
erin
volv
emen
tS
urv
eyof
eval
uat
ors
’per
cepti
ons
of
eval
uat
ion
use
.Iden
tifi
edse
ven
most
import
ant
stra
tegie
sto
infl
uen
ceuse
:pla
nnin
gfo
ruse
at
beg
innin
gof
eval
uat
ion,
iden
ti-
fyin
gan
dpri
ori
tizi
ng
inte
nded
use
rsan
duse
s,des
ignin
g
eval
uat
ion
wit
hli
mit
ed
reso
urc
es,
pla
nnin
gfo
rco
mm
u-
nic
atin
gw
ith
stak
ehold
ers
thro
ughout.
Found
that
def
init
ion
of
use
has
expan
ded
from
trad
i-
tional
toin
clude
pro
cess
use
and
org
aniz
atio
nal
lear
nin
gco
nce
pts
(conti
nued
)
Johnson et al. / Research on Evaluation Use 403
403
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Rin
ne
(1994)
ppp
Rel
atio
nsh
ipam
ong
the
per
ceiv
ed
purp
ose
of
eval
uat
ion
(pro
gra
m
impro
vem
ent,
judge
mer
it/w
ort
h,
know
ledge
gen
erat
ion)
and
the
uti
liza
tion
of
eval
uat
ion
resu
lts
takin
gin
toac
count
anxie
tyle
vel
of
pote
nti
alen
duse
rsof
eval
uat
ion
Hea
lth
care
educa
tors
who
teac
h
hea
lth
pro
moti
on
and
pre
ven
tion
pro
gra
ms
(n¼
540)
Dec
isio
nor
poli
cyse
ttin
gT
he
study
found
the
import
ance
of
exte
rnal
purp
ose
sfo
rco
nduct
ing
eval
uat
ion
asco
mpar
edto
inte
r-
nal
purp
ose
s.E
xte
rnal
purp
ose
s
pre
dic
ted
posi
tive
mai
nte
nan
ce
and
neg
ativ
ech
ange.
Both
inte
r-
nal
and
exte
rnal
purp
ose
spre
-
dic
ted
conce
ptu
aluse
.W
ith
the
exce
pti
on
of
no
use
,all
const
ruct
s
of
use
wer
epre
dic
ted
by
one
or
more
of
the
anxie
tyco
nst
ruct
s.
When
contr
oll
ing
for
anxie
ty,
no
consi
der
able
incr
ease
inpre
dic
t-
abil
ity
was
found
for
the
asso
ci-
atio
nbet
wee
npurp
ose
and
use
Rock
wel
l
etal
.
(1990)
pp
Exam
ined
the
impac
tof
atte
ndin
gto
Pat
ton’s
(1997)
uti
liza
tion-
focu
sed
eval
uat
ion
‘‘per
sonal
fact
ors
’’on
eval
uat
ion
use
s
One
team
of
four
exte
nsi
on
staf
f
who
wer
ein
tended
eval
uat
ion
use
rs(n¼
1/4
)
Eval
uat
ion
imple
men
tati
on;
dec
isio
nor
poli
cyse
ttin
g;
stak
ehold
erin
volv
emen
t
Six
fact
ors
wer
eid
enti
fied
as
enco
ura
gin
gev
aluat
ion
use
afte
r
atte
ndin
gto
the
per
sonal
fact
or
in
the
pla
nnin
gof
the
eval
uat
ion:(a
)
the
inte
nded
use
r’s
info
rmat
ion
nee
ds;
(b)
the
tim
elin
ess
of
the
study;
(c)
the
inte
nded
use
r’s
ow
ner
ship
of
the
info
rmat
ion
that
was
fost
ered
by
thei
rin
volv
e-
men
t;(d
)in
tera
ctio
nam
ong
inte
nded
use
rsan
dth
eev
aluat
or;
(e)
the
eval
uat
ion’s
met
hodolo
-
gic
alap
pro
pri
aten
ess
and
qual
ity;
and
(e)
dis
cuss
ion
of
the
resu
lts
in
stee
ring
com
mit
tee
mee
tings
(conti
nued
)
404 American Journal of Evaluation / September 2009
404
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
San
thiv
eera
n
(1995)
pIm
pac
tof
eval
uat
ion
type,
inte
rnal
fact
ors
,an
dex
tern
alfa
ctors
on
five
dom
ains
of
use
mea
sure
dby
Kir
khar
tan
dG
lass
er(1
991)
Use
Sca
le
Men
tal
hea
lth
exec
uti
ve
dir
ecto
rs
and
pro
gra
mad
min
istr
ators
(n¼
180)
Dec
isio
nor
poli
cyse
ttin
gT
he
key
fact
ors
found
affe
ctin
gth
e
use
of
eval
uat
ion
dat
aw
ere
the
pro
port
ion
of
the
budget
allo
-
cate
dfo
rev
aluat
ions,
the
avai
l-
abil
ity
of
anev
aluat
ion
dir
ecto
r,
and
the
pro
port
ion
of
fundin
g
from
stat
ean
dlo
cal
sourc
es.
Per
sonal
char
acte
rist
ics
(gen
der
,
age,
and
ethnic
ity)
and
job-
rela
ted
char
acte
rist
ics
(tim
esp
ent
inper
sonnel
man
agem
ent,
super
-
vis
ion,
and
pro
gra
mdev
elop-
men
t)w
ere
found
tobe
pote
nti
al
pre
dic
tors
of
eval
uat
ion
uti
liza
-
tion.
The
atti
tudes
of
the
indi-
vid
ual
resp
onden
tsto
war
d
eval
uat
ion
wer
enot
rela
ted
to
eval
uat
ion
uti
liza
tion
Shea
(1991)
ppp
Rel
atio
nsh
ipbet
wee
nev
aluat
ion
pro
cess
,ev
aluat
or
char
acte
rist
ics,
and
the
dec
isio
nco
nte
xt
and
conce
ptu
al,
inst
rum
enta
l,an
d
sym
boli
cuse
mea
sure
dby
item
s
from
Johnso
n(1
980)
and
Wee
k
(1979)
Can
adia
nE
val
uat
ion
Soci
ety
mem
ber
s(n¼
332)
Eval
uat
ion
imple
men
tati
on;
dec
isio
nor
poli
cyse
ttin
g;
eval
uat
or
com
pet
ence
;
stak
ehold
erin
volv
emen
t
Can
adia
nev
aluat
ors
report
edhig
h
level
sof
use
(91–99%
)of
the
last
eval
uat
ion.M
ost
of
the
use
sw
ere
conce
ptu
al,
foll
ow
edby
inst
ru-
men
tal
and
per
suas
ive
use
s.
Com
ple
xre
lati
onsh
ips
exis
ted
bet
wee
nth
ree
cate
gori
esof
indep
enden
tvar
iable
s(p
roce
ss,
eval
uat
or,
and
conte
xt)
and
use
.
All
thre
eca
tegori
esof
fact
ors
had
som
ere
lati
onsh
ipw
ith
inst
ru-
men
tal
and
conce
ptu
aluse
.P
er-
suas
ive
use
was
only
asso
ciat
ed
wit
hone
pro
cess
and
two
eva-
luat
or
var
iable
s.T
he
num
ber
of
conta
cthours
spen
tin
any
of
the
foll
ow
ing
acti
vit
ies
was
signif
i-
cantl
yas
soci
ated
wit
hin
stru
-
men
tal
use
:pla
nnin
g,
imple
men
tati
on,
and
dis
sem
inat
ion
(conti
nued
)
Johnson et al. / Research on Evaluation Use 405
405
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Sle
ezer
(1987)
pE
ffec
tof
types
of
eval
uat
ion
report
s
(info
rmat
ional
,ex
amin
atio
nal
,or
anal
yti
cal)
on
level
of
finan
cial
support
and
logic
of
budget
dec
isio
nm
akin
g
Dec
isio
nm
aker
sin
man
ufa
cturi
ng
org
aniz
atio
ns
resp
onsi
ble
for
finan
cial
reso
urc
eal
loca
tion
for
trai
nin
g(n¼
40)
Eval
uat
ion
imple
men
tati
on
Eval
uat
ion
report
shad
aver
ylo
w
level
of
infl
uen
ceover
dec
isio
ns
about
fundin
gtr
ainin
gpro
gra
ms.
Only
50%
of
the
resp
onden
ts
even
looked
atth
ere
port
pri
or
to
mak
ing
adec
isio
nan
dth
ose
who
read
the
report
did
not
use
it,
did
not
bel
ieve
it,
or
rela
ted
itto
a
pre
vio
us
pro
gra
monly
.N
ore
la-
tionsh
ipw
asfo
und
bet
wee
nty
pe
of
report
and
its
use
Sper
lazz
a
(1995)
pp
Des
crib
eth
eim
pac
tof
par
tici
pat
ion
of
ate
amof
eval
uat
ion
pro
fes-
sional
son
thei
rpro
fess
ional
dev
elopm
ent
and
use
of
resu
lts
An
eval
uat
ion
team
,fo
ur
mem
ber
s
(n¼
1/4
)
Sta
keh
old
erin
volv
emen
tP
arti
cipat
ory
eval
uat
ion
was
seen
as
advan
tageo
us
and
par
tici
pat
ion
was
rela
ted
toin
crea
sed
use
.
Advan
tages
of
the
appro
ach
incl
uded
the
team
get
ting
to
know
thei
rco
llea
gues
and
gai
n
under
stan
din
gof
thei
rpro
gra
m,
val
uin
gst
aff
involv
emen
tin
dec
isio
nm
akin
g,
and
buil
din
ga
sense
of
ow
ner
ship
of
thei
r
pro
gra
m
Turn
bull
(1999)
pp
Tes
tca
usa
lre
lati
onsh
ips
inpro
-
pose
dm
odel
bet
wee
npar
tici
pa-
tory
eval
uat
ion
char
acte
rist
ics
and
use
of
eval
uat
ion
info
rmat
ion
Tea
cher
sfr
om
Bri
tish
Colu
mbia
school
accr
edit
atio
npro
gra
m
(n¼
315)
Sta
keh
old
erin
volv
emen
tH
igh
level
sof
infl
uen
cew
ere
rela
ted
tohig
hle
vel
sof
par
tici
-
pat
ion
effi
cacy
.T
her
ew
asa
posi
tive
rela
tionsh
ipbet
wee
n
par
tici
pat
ion
effi
cacy
and
inst
ru-
men
tal
and
sym
boli
cuse
,su
g-
ges
ting
that
par
tici
pat
ion
effi
cacy
isa
med
iati
ng
fact
or
linkin
g
acti
on
theo
ry(p
arti
cipat
ion)
and
conce
ptu
alth
eory
(use
)
(conti
nued
)
406 American Journal of Evaluation / September 2009
406
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Wei
sset
al.
(2005)
pp
Exam
inat
ion
of
the
use
and
infl
u-
ence
of
DA
RE
pro
gra
mev
alua-
tions;
appli
cati
on
of
Mar
kan
d
Hen
ry’s
(2004)
mec
han
ism
sof
eval
uat
ion
infl
uen
ce
Law
enfo
rcem
ent
off
icia
lsan
d
school
dis
tric
tad
min
istr
ators
from
16
com
munit
ies
wit
han
d
wit
hout
DA
RE
eval
uat
ions
(n¼
128)
Eval
uat
ion
imple
men
tati
on;
dec
isio
nor
poli
cyse
ttin
g
DA
RE
eval
uat
ions
wer
euse
din
a
var
iety
of
way
s:poli
tica
lly
to
per
suad
eoth
ers,
inst
rum
enta
lly
tom
ake
dec
isio
ns
about
futu
re
pro
gra
mm
ing,
and
conce
ptu
ally
inte
rms
of
ara
isin
gth
eco
n-
scio
usn
ess
of
stak
ehold
ers.
A
new
type
of
use
was
iden
tifi
ed,
‘‘im
pose
duse
’’in
whic
hdis
tric
ts
wer
efo
rced
tore
pla
ceth
epro
-
gra
mw
ith
one
on
agover
nm
ent
appro
ved
list
.T
he
pat
hw
ays
to
whic
hin
fluen
cew
asac
hie
ved
wer
eta
ngle
d,
com
ple
x,
and
dif
-
ficu
ltto
dis
cern
retr
osp
ecti
vel
y.
Moti
vat
ional
fact
ors
pla
yed
a
par
t;in
centi
ves
push
eddis
tric
ts
toap
ply
eval
uat
ion
resu
lts.
Addit
ional
ly,
the
urg
eto
act
rati
onal
lyin
fluen
ced
beh
avio
ral
use
of
the
resu
lts
Johnson et al. / Research on Evaluation Use 407
407
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
References
Alkin, M.C., & Taut, S.M. (2003). Unbundling evaluation use. Studies in Educational Evaluation, 29, 1-12.
Altschuld, J. W., Yoon, J. S., & Cullen, C. (1993). The utilization of needs assessment results. Evaluation and
Program Planning, 16, 279-285.
Ayers, T. D. (1987). Stakeholders as partners in evaluation: A stakeholder-collaborative approach. Evaluation and
Program Planning, 10, 263-271.
Bamberger, M. (2004). Influential evaluations: Evaluations that improved performance and impacts of development
programs. Washington, DC: Operations Evaluation Department, The World Bank.
Barrios, N. B. (1986). Utilization of evaluation information: A case study approach investigating factors related to
evaluation utilization in a large state agency. Dissertation Abstracts International: Section A: The Humanities and
Social Sciences, 47, 1704 (UMI 8616880).
Bober, C. E., & Bartlett, K. R. (2004). The utilization of training program evaluation in corporate universities. Human
Resource Development Quarterly, 15, 363-383.
Boyer, J. F., & Langbein, L. I. (1991). Factors influencing the use of health evaluation research in Congress.
Evaluation Review, 18, 507-532.
Brown-McGowan, S. (1992). Effects of decision maker and context variables on evaluation utilization. Dissertation
Abstracts International: Section A: The Humanities and Social Sciences, 53, 2261 (UMI 9226505).
Cai, M. (1996). An empirical examination of participatory evaluation: Teachers’ perceptions of their involvement and
evaluation use. Dissertation Abstracts International: Section A: The Humanities and Social Sciences, 57, 1921
(UMI 9629749).
Callahan, C. M., Tomlinson, C. A., Hunsaker, S. L., Bland, L. C., & Moon, T. (1995). Instruments and evaluation
designs used in gifted programs. The National Research Center on the Gifted and Talented, The University of
Virginia. Research Report: RM-95132.
Carpinello, S. E. (1989). The effect of power, consequence, and experience on nurse decision-makers’ utilization of
evaluation information. State University of New York at Albany. Dissertation Abstracts International: Section B:
The Sciences & Engineering, 50, 3395.
Chin, M. C. (2003). An investigation into the impact of using poetry and cartoons as alternative representational forms
in evaluation reporting. Dissertation Abstracts International: Section A: The Humanities and Social Sciences, 64,
394 (UMI 3081434).
Christie, C. A. (2007). Reported influence of evaluation data on decision makers’ actions: An empirical examination.
American Journal of Evaluation, 28, 8-25.
Combs, W. L. A. (1999). The predictive validity of teachers’ attitudes towards inclusive education on the conceptual
use of program evaluation information. Dissertation Abstracts International: Section A: The Humanities and
Social Sciences, 60, 3208 (UMI 9946401).
Cousins, J. B. (1995). Assessing program needs using participatory evaluation: A comparison of high and marginal
success cases. In J. B. Cousins & L. M. Earl (Eds.), Participatory evaluation in education: Studies in evaluation
use and organizational learning (pp. 55-71). London: Routledge.
Cousins, J. B. (1996). Consequences of researcher involvement in participatory evaluation. Studies in Educational
Evaluation, 22, 3-27.
Cousins, J.B. (2003). Utilization effects of participatory evaluation. In T. Kelleghan, & D. L. Stufflebeam (Eds.),
International handbook of educational evaluation (pp. 245-265). Great Britain: Kluwer Academic Publishers.
Cousins, J. B., Goh, S. C., Clark, S., & Lee, L. E. (2004). Integrating evaluative inquiry into the organizational culture:
A review and synthesis of the knowledge base. Canadian Journal of Program Evaluation, 19, 99-141.
Cousins, J. B., & Leithwood, K. A. (1986). Current empirical research on evaluation utilization. Review of
Educational Research, 56, 331-364.
Crotti, J. G. (1993). Evaluation utilization: A study of administrators’ perceptions of the uses of the long-range plan
evaluation process in Pennsylvania. Dissertation Abstracts International: Section A: The Humanities and Social
Sciences, 54, 4315 (UMI 9414267).
Earl, L. M. (1995). District-wide evaluation of school improvement: A system partners approach. In J. B. Cousins & L.
M. Earl (Eds.), Participatory evaluation in education: Studies in evaluation use and organizational learning
(pp. 21-32), London: Routledge.
Eisendrath, A. (1988). The use of development project evaluation information: A study of state agencies in India.
Dissertation Abstracts International: Section A: The Humanities and Social Sciences, 49, 1572 (UMI 8810460).
Forss, K., Cracknell, B., & Samset, K. (1994). Can evaluation help an organization to learn? Evaluation Review, 18,
574-591.
Greene, J. C. (1987). Stakeholder participation in evaluation design: Is it worth the effort? Evaluation and Program
Planning, 10, 379-394.
408 American Journal of Evaluation / September 2009
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Greene, J. C. (1988). Communication of results and utilization in participatory program evaluation. Evaluation and
Program Planning, 11, 341-351.
Guarino, C., Santibanez, L., Daley, G., & Brewer, D. (2004, May). A review of the research literature on teacher
recruitment and retention. Technical report TR-164-EDU. Santa Monica, CA: RAND.
Guba, E. G., & Lincoln, Y. S. (1989). Fourth generation evaluation. Newbury Park, CA: Sage.
Haddock, R. E. (1998). State legislative program evaluation: An assessment of recent claims of direct utilization in the
states. Dissertation Abstracts International: Section A: The Humanities and Social Sciences, 60, 881 (UMI
9921400).
Henry, G. T., & Mark, M. M. (2003a). Beyond use: Understanding evaluation’s influence on attitudes and actions.
American Journal of Evaluation, 24, 293-314.
Henry, G. T., & Mark, M. M. (2003b). Toward an agenda for research on evaluation. New Directions for Evaluation,
97, 69-80.
Hofstetter, C. H., & Alkin, M. C. (2003). Evaluation use revisited. In T. Kelleghan & D. L. Stufflebeam (Eds.),
International handbook of educational evaluation (pp. 197-222). Great Britain: Kluwer Academic Publishers.
Hopstock, P., Young, M., & Zehler, A. (1993). Serving different masters: Title VII evaluation practice and policy.
Vol. I – Final report. Arlington, VA: Development Associates IncReport: ED/OPP93-32.
Johnson, K.W. (1980). Academia and practice. Knowledge: Creation, Diffusion, Utilization, 2, 237-261.
Johnson, R. B. (1993). An exploratory conjoint measurement study of selected variables related to innovative
educational evaluation participation and instrumental utilization. Dissertation Abstracts International: Section A:
The Humanities and Social Sciences, 55, 64 (UMI 9416264).
Johnston, W. P., Jr. (1986). A study of the acceptance of management performance evaluation recommendations by
federal agencies: Lessons from GAO reports issued in FY 1983. Dissertation Abstracts International: Section A:
The Humanities and Social Sciences, 48, 2157 (UMI 8725055).
King, J.A. & Pechman, E.M. (1984). Pinning a wave to the shore: Conceptualizing evaluation use in school systems.
Educational Evaluation and Policy Analysis, 6, 241-451.
Kirkhart, K. E. (2000). Reconceptualizing evaluation use: An integrated theory of influence. New Directions for
Evaluation, 88, 5-23.
Kirkhart, K.E., Morgan, R.O., & Sincavage, J. (1991). Assessing evaluation performance and use: Test-Retest.
Evaluation Review, 15(4), 482-502.
Lafleur, C. (1995). A participatory approach to district-level program evaluation: The dynamics of internal evaluation.
In J. B. Cousins & L. M. Earl (Eds.), Participatory evaluation in education: Studies in evaluation use and
organizational learning (pp. 33-54). London: Falmer.
Lee, L. E., & Cousins, J. B. (1995). Participation in evaluation of funded school improvement: Effects and supporting
conditions. In J. B. Cousins & L. M. Earl (Eds.), Participatory evaluation in education: Studies in evaluation use
and organizational learning (pp. 72-85). London: Routledge.
Leviton, L.C., & Hughes, E.F.X. (1981). Research on the utilization of evaluations: A review and synthesis. Evalua-
tion Review, 5, 525-549.
Malen, B., Murphy, M. J., & Geary, S. (1988). The role of evaluation information in legislative decision making:
A case study of a loose cannon on deck. Theory into Practice, 27, 111-125.
Mark, M.M., Henry, G.T., & Julnes, G. (2000). Evaluation: An integrated framework for understanding, guiding, and
improving policies and programs. San Francisco: Jossey-Bass, Inc.
Mark, M. M., & Henry, G. T. (2004). The mechanisms and outcomes of evaluation influence. Evaluation, 10, 35-57.
Marra, M. (2003). Dynamics of evaluation use as organizational knowledge: The case of the World Bank. Dissertation
Abstracts International: Section A: The Humanities and Social Sciences, 64, 1070 (UMI 3085545).
Marsh, D. D., & Glassick, J. M. (1988). Knowledge utilization in evaluation efforts: The role of recommendations.
Knowledge, 9, 323-341.
McCormick, E. R. (1997). Factors influencing the use of evaluation results. Dissertation Abstracts International:
Section A: The Humanities and Social Sciences, 58, 4187 (UMI 9815051).
Newman, D., Brown, R., Rivers, L., & Glock, R. (1983). School boards’ and administrators’ use of evaluation
information: Influencing factors. Evaluation Review, 7(1), 110-125.
Newman, D. L., Brown, R. D., & Rivers, L. (1987). Factors influencing the decision-making process: An examination
of the effect of contextual variables. Studies in Educational Evaluation, 13, 199-209.
Nunneley, R. D. (2008). The danger of theorizing under the influence: An analysis of the arguments in Henry and
Mark (2003) and Mark and Henry (2004). Unpublished manuscript. Minneapolis, MN: University of Minnesota.
Patton, M. Q. (1997). Utilization-focused evaluation. Thousand Oaks, CA: Sage.
Potts, S. A. K. (1998). Impact of mixed method designs on knowledge gain, credibility, and utility of program
evaluation findings. Dissertation Abstracts International: Section A: The Humanities and Social Sciences, 59,
1942 (UMI 9837695).
Johnson et al. / Research on Evaluation Use 409
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from
Preskill, H., & Caracelli, V. (1997). Current and developing conceptions of use: Evaluation use TIG survey results.
Evaluation Practice, 18, 209-225.
Rinne, C. (1994). The impact of anxiety as a mediating variable on health educators’ utilization of evaluation results.
Dissertation Abstracts International: Section B: The Sciences & Engineering, 54, 3554.
Rockwell, S. K., Dickey, E. C., & Jasa, P. J. (1990). The personal factor in evaluation use: A case study of a steering
committee’s use of a conservation tillage survey. Evaluation and Program Planning, 13, 389-394.
Russon, C., & Koehly, L. (1995). Construction of a scale to measure the persuasive impact of qualitative and quanti-
tative evaluation reports. Evaluation and Program Planning, 18(2), 165-177.
Santhiveeran, J. (1995). Factors influencing the utilization of evaluation findings in mental health centers: A national
survey. Dissertation Abstracts International: Section A: The Humanities and Social Sciences, 56, 3311
(UMI 9539597).
Scriven, M. (2007). Activist evaluation. Journal of MultiDisciplinary Evaluation, 4(7), i-ii.
Shea, M. P. (1991). Program evaluation utilization in Canada and its relationship to evaluation process, evaluator and
decision context variables. University of Windsor (Canada). Dissertation Abstracts International: Section B: The
Sciences & Engineering, 53, 597.
Shulha, L. M., & Cousins, J. B. (1997). Evaluation use: Theory, research, and practice since 1986. Evaluation
Practice, 18, 195-208.
Sleezer, C. M. (1987). The relationship between types of evaluation reports and support for the training function by
corporate managers. Project number twenty-one. Department of Vocational and Technical Education, University
of Minnesota.
Sperlazza, J. (1995). Involving school professionals in program evaluation in an urban school district. Dissertation
Abstracts International: Section A: The Humanities and Social Sciences, 56, 3406 (UMI 9601924).
Turnbull, B. (1999). The mediating effect of participation efficacy on evaluation use. Evaluation and Program
Planning, 22, 131-140.
Weeks, E.C. (1979). The managerial use of evaluation findings. In H.C. Schulberg & J.M. Jerrell (Eds.), The evaluator
and management (pp. 137-156). Beverly Hills, CA: Sage.
Weiss, C. H., Murphy-Graham, E., & Birkeland, S. (2005). An alternate route to policy influence: How evaluations
affect DARE. American Journal of Evaluation, 26, 12-30.
410 American Journal of Evaluation / September 2009
at WESTERN MICHIGAN UNIVERSITY on June 29, 2010 http://aje.sagepub.comDownloaded from