Evidence map›Paper›PMID 40644363›Full record

ArticlePloS one2025

Evolving dimensions of women's empowerment in India.

Bharti Singh, Shri K Singh

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
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

2 authors.

Bharti SinghDepartment of Survey Research and Data Analytics, International Institute for Population Sciences, Mumbai, India.ORCID https://orcid.org/0000-0002-4605-1634
Shri K SinghDepartment of Survey Research and Data Analytics, International Institute for Population Sciences, Mumbai, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Empowerment is a dynamic, multifaceted concept shaped by intersecting socio-economic, cultural, and demographic contexts. The conceptualization of women's empowerment has evolved from ensuring basic rights, such as education and employment, to addressing complexities that secure women's rightful place in society, reflecting cultural and historical struggles for equality and inclusion. This study explores the evolving dimensions of women's empowerment in India from 2006 to 2021, using data from three recent rounds of the National Family Health Survey. We employed Confirmatory Factor Analysis to investigate changes in the different dimensions of women's empowerment and develop a robust empowerment index. To understand the effect of socio-economic factors on women's empowerment, we conducted a Multinomial Logistic Regression analysis. Furthermore, Age-Period-Cohort (APC) analysis was performed to capture temporal and generational evolution of women's empowerment and its dimensions. Our analysis revealed shifts in key dimensions of women's empowerment over time. In 2005-06, "Freedom of Mobility" emerged as the dominant dimension, whereas "Financial Independence" became prominent in 2015-16, and "Attitude towards Violence" took precedence by 2019-21. During 2005-06, older women (40-49 years) exhibited a higher level of empowerment compared to younger women (15-30 years). However, by 2015-16, the concentration of more empowered women shifted to younger women (25-35 years). APC analysis indicated that age plays a significant role in women's empowerment, with women approximately 30 years of age exhibiting the highest levels of empowerment. Additionally, older cohorts (born before 1970) showed no significant effects on empowerment. In contrast, cohorts born after 1970 demonstrated a significant impact.

Indexed as

EmpowermentPower, PsychologicalWomen's RightsAdolescentAdultFemaleHumansIndiaMiddle AgedSocioeconomic FactorsYoung Adult

Identifiers

PMID40644363
PMCPMC12250622

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.