Index insurance and cash transfers: A comparative analysis from Nothern Kenya

21

Transcript of Index insurance and cash transfers: A comparative analysis from Nothern Kenya

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan Feb

Period of NDVI observations for

constructing LRLD mortality index

Predicted LRLD mortality is announced.

Indemnity payment is made if IBLI is triggered

LRLD season coverage SRSD season coverage

1 year contract coverage

Sale period

For LRLD

Sale period

For SRSD

Predicted SRSD mortality is announced.

Indemnity payment is made if IBLI is triggered

Period of NDVI observations

For constructing SRSD

mortality index

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan Feb

Period of NDVI observations for

constructing LRLD mortality index

Predicted LRLD mortality is announced.

Indemnity payment is made if IBLI is triggered

LRLD season coverage SRSD season coverage

1 year contract coverage

Sale period

For LRLD

Sale period

For SRSD

Predicted SRSD mortality is announced.

Indemnity payment is made if IBLI is triggered

Period of NDVI observations

For constructing SRSD

mortality index

KARGI

SHURA

MAIKONA

BUBISA

TURBI

ILLERET

GALAS

SABARET

KOYA

DARADE

NORTH HORR

DUKANA

EL GADE

KORR

KURUGUM

BALESA

LAISAMIS

EL-HADI

FUROLE

KALACHA

HAFARE

GAS

HURRI HILLS

LOIYANGALANI

KURUNGU

LONTOLIO

ARAPAL

LOGOLOGO

QILTA

MT. KULAL

MOITE

GUDAS/SORIADI

KARARE

IRIR

NGURUNIT

LARACHI

KAMBOYESOUTH HORR(MARSA)

LONYORIPICHAU

SONGA

MERILLE

ILLAUT(MARSABIT)

HULAHULA

MAJENGO(MARSABIT)

OGUCHO

OLTUROT

JALDESA

KITURUNIDIRIB GOMBO

JIRIME

SAGANTE

Legend

MarsabitIBLI

HSNP, IBLI Game_HSNP, No IBLI Game_No HSNP, IBLI Game_No HSNP, N

HSNP, IBLI Game

HSNP, No IBLI Game

No HSNP, IBLI Game

No HSNP, No IBLI Game

KARGI

SHURA

MAIKONA

BUBISA

TURBI

ILLERET

GALAS

SABARET

KOYA

DARADE

NORTH HORR

DUKANA

EL GADE

KORR

KURUGUM

BALESA

LAISAMIS

EL-HADI

FUROLE

KALACHA

HAFARE

GAS

HURRI HILLS

LOIYANGALANI

KURUNGU

LONTOLIO

ARAPAL

LOGOLOGO

QILTA

MT. KULAL

MOITE

GUDAS/SORIADI

KARARE

IRIR

NGURUNIT

LARACHI

KAMBOYESOUTH HORR(MARSA)

LONYORIPICHAU

SONGA

MERILLE

ILLAUT(MARSABIT)

HULAHULA

MAJENGO(MARSABIT)

OGUCHO

OLTUROT

JALDESA

KITURUNIDIRIB GOMBO

JIRIME

SAGANTE

Legend

MarsabitIBLI

HSNP, IBLI Game_HSNP, No IBLI Game_No HSNP, IBLI Game_No HSNP, N

HSNP, IBLI Game

HSNP, No IBLI Game

No HSNP, IBLI Game

No HSNP, No IBLI Game

• 𝑐𝑖

• Ǝ x𝑖𝑡 𝑉𝑂𝐼𝑖𝑡 𝑦𝑖𝑡 𝑉𝑂𝐼𝑖𝑡

𝑦𝑖𝑡 = 𝛽0 + 𝛽1𝑉𝑂𝐼𝑖𝑡 + 𝑥𝑖𝑡′ 𝛽2 + 𝑐𝑖 + 𝜀𝑖𝑡

𝑉𝑂𝐼𝑖𝑡 = {(𝐻𝑆𝑁𝑃𝐶𝑖𝑡 , 𝐻𝑆𝑁𝑃𝑖𝑡), (𝐼𝐵𝐿𝐼𝐶𝑖𝑡 , 𝐼𝐵𝐿𝐼𝑖𝑡)}

(HSNPC𝑖𝑡, HSNP𝑖𝑡) = (Cumulative prior seasons as an HSNP participant, Current HSNP participant)

(IBLIC𝑖𝑡, IBLI𝑖𝑡) = (Cumulative prior seasons with IBLI coverage, Current IBLI coverage in TLUs)

Premium Discount (%) 0.405*** 1.396***

(0.058) (0.211)

Observations 7,027 7,027

R2 0.202 0.113

ITT 0.615***

(0.039)

Observations 7,021

Pseudo R2 0.519

JENSEN | CORNELL UNIVERSITY ILRI | JUNE 2015 21