Evidence map›Paper›PMID 40771536›Full record

ArticleSocial indicators research2025

Do Estimates of Women's Control over Income and Decisionmaking Vary Across Nationally Representative Survey Programs?

Kalyani Raghunathan, Mai Mahmoud, Jessica Heckert, Gayathri Ramani, Greg Seymour

Abstract read
In one paragraph

Article in Social indicators research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Kalyani RaghunathanPoverty, Gender and Inclusion Unit, International Food Policy Research Institute, New Delhi, India.ORCID 0000-0002-4705-4351
Mai MahmoudSchool of Business, Abdul Latif Jameel Poverty Action Lab (J-PAL)-MENA at the American University in Cairo, Cairo, Egypt.ORCID 0000-0002-7921-4954
Jessica HeckertPoverty, Gender and Inclusion Unit, International Food Policy Research Institute, Washington, DC USA.ORCID 0000-0002-3022-8298
Gayathri Ramani(formerly) Nutrition, Diets, and Health Unit, International Food Policy Research Institute, Washington, DC USA.
Greg SeymourUS Census Bureau, Washington, DC USA.ORCID 0000-0002-2213-0450

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Empowering women is an explicit aim of Sustainable Development Goal (SDG) 5 and underpins 12 of the 17 SDGs. It is also a key objective of other pan-national agreements, such as the Comprehensive African Agriculture Development Programme. Tracking global progress toward these goals requires being able to measure empowerment in ways that are consistent and comparable-both within and across countries. However, empowerment is a complex concept, hard to quantify, and even harder to standardize across contexts. Two large survey programs-Feed the Future and the Demographic Health Surveys-ask women about two aspects of empowerment, their control over income and input into decisionmaking. Each program uses a different set of questions administered to different sub-populations of women. We use data from 12 countries to show that large within-country inter-survey differences persist even after efforts to harmonize questions and samples. Where available, we compare the FTF and DHS with the Living Standards and Measurement Surveys-Integrated Surveys on Agriculture. We present several hypotheses related to survey structure and survey administration to explain these inter-survey differences. We then either test for or rule out the role of these competing theories in driving differences in levels and in associations with commonly used characteristics. Standardizing survey measures of decisionmaking and control over income and how they are administered is important to track progress toward the SDGs; meanwhile, caution should be exercised in comparing seemingly similar survey items across survey programs. Supplementary Information: The online version contains supplementary material available at 10.1007/s11205-025-03605-x.

Indexed as

AfricaAsiaControl over incomeDecisionmakingSurvey designWomen’s empowerment

Identifiers

PMID40771536
PMCPMC12321913

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.