American Journal of Climate Change, 2021, 10, 619-638
https://www.scirp.org/journal/ajcc
ISSN Online: 2167-9509
ISSN Print: 2167-9495
DOI: 10.4236/ajcc.2021.104031 Dec. 28, 2021 619 American Journal of Climate Change
A Nationwide Approach on Measuring
Households’ Resilience by Constructing
Climate Resilient Livelihoods
Index (CRLI) in Rural Bangladesh
Sifat E. Rabbi
1*
, Reza E. Rabbi
2
, Sourav Karmakar
3
, Jürgen P. Kropp
1,4
1
Potsdam Institute for Climate Impact Research, Potsdam, Germany
2
Research Associate, Change Initiative, Dhaka, Bangladesh
3
Patuakhali Science and Technology University, Patuakhali, Bangladesh
4
University of Potsdam, Potsdam, Germany
Abstract
This study developed households’ Climate Resilient Livelihoods Index (CRLI)
in Bangladesh. CRLI indicators were selected based on the Adequacy of Hu-
man livelihood conditions for Well-being and Development (AHEAD) frame-
work and FAO resilience tools. The study was designed on cross-sectional
data through a country-wide primary survey of 26,925 rural households. At
first, we performed logistic regression to gauge the significance and intensity
of different livelihood indicators on any specific livelihood indicator. Se-
condly, we scored each household with the set criteria of different livelihoods
accessibility, if any households fulfill the set criteria was “scored 1” and if not
“scored 0”. After scoring the households, eight different scores for each
household were summed up to construct a composite score of “CRLI”. If any
household scored 0 - 2 was considered as low resilient, if any household
scored 3 - 5 was considered as moderate resilient and if any household scored
6 - 8 was considered as highly resilient. Additionally, we used ArcMap to vi-
sualize the percentage of households in districts with different resilience cat-
egories. Findings revealed that nationally 1.7% of households were low resi-
lient, 60% of households were moderate resilient and only 11.48% of house-
holds were high resilient. More specifically, only 1.7% of households failed to
secure any of the climate-resilient livelihood indicators, and only 0.06% of
households secured all of them. Findings also revealed that food secured
households had better adaptive capacity due to ensuring access to basic ser-
vices, more financial capabilities, lower dependency ratio, and physical con-
nectivity. In contrast, households with social safety net coverage had food in-
How to cite this paper: Rabbi, S. E., Rabbi,
R. E., Karmakar, S., & Kropp, J. P. (2021). A
Nationwide Approach on Measuring House-
holds’ Resilience by Constructing Climate
Resilient Livelihoods Index (CRLI) in Rural
Bangladesh. American Journal of Climate
Change, 10, 619-638.
https://doi.org/10.4236/ajcc.2021.104031
Received: September 14, 2021
Accepted: December 28, 2021
Published: December 31, 2021
Copyright © 2021 by author(s) and
Scientific Research Publishing Inc.
This work is licensed under the Creative
Commons Attribution International
License (CC BY 4.0).
http://creativecommons.org/licenses/by/4.0/
Open Access