Perceived inclusive growth as lived experience: Development and initial validation of an individual-level measure

Inclusive growth is typically assessed through macro- and meso-level indicators, offering limited evidence on how individuals evaluate the accessibility and fairness of development-related opportunities, services, protections, and institutions. This study develops and initially validates an individual-level measure of perceived inclusive-growth progress in Pakistan. An exploratory sequential mixed-methods design integrated literature-derived content with qualitative evidence from eight focus groups involving 64 participants and four individual interviews. Following expert assessment and pilot testing with 186 respondents, the instrument was validated in a purposive sample of 1034 participants. Factor analysis supported a 14-item, three-dimensional structure comprising Social Equity, Economic Inclusion, and Institutional Sustainability. The dimensions demonstrated satisfactory reliability, convergent validity, and discriminant validity, and the three-factor model outperformed alternative one- and two-factor specifications. In the higher-order formative model, Social Equity and Institutional Sustainability made larger conditional contributions to the IGADB composite than Economic Inclusion. These weights describe the composition of the estimated construct and do not indicate causal influences. Theoretically consistent, unadjusted cross-sectional associations with Financial Inclusion, Environmental Quality, and Subjective Well-being provided preliminary evidence of nomological coherence. IGADB adds an experiential measurement layer to established inclusive-growth indicators and may support context-specific diagnosis when interpreted alongside objective evidence.

Authors

Institutions

Publication Details

Journal
Acta Psychologica
Published
2026-08-14
DOI
https://doi.org/10.1016/j.actpsy.2026.107604
Primary Topic
Aging and Gerontology Research
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Perceived inclusive growth as lived experience: Development and initial validation of an individual-level measure

Muhammad Abid Saleem, Muqarab Abbas, Muhammad Adnan Yasin, David Low et al.
Acta Psychologica
Aging and Gerontology Research
article

Perceived inclusive growth as lived experience: Development and initial validation of an individual-level measure

Muhammad Abid Saleem, Muqarab Abbas, Muhammad Adnan Yasin, David Low, Michael Erdiaw-Kwasie, Fouzia Yasmin
article en

Abstract

Inclusive growth is typically assessed through macro- and meso-level indicators, offering limited evidence on how individuals evaluate the accessibility and fairness of development-related opportunities, services, protections, and institutions. This study develops and initially validates an individual-level measure of perceived inclusive-growth progress in Pakistan. An exploratory sequential mixed-methods design integrated literature-derived content with qualitative evidence from eight focus groups involving 64 participants and four individual interviews. Following expert assessment and pilot testing with 186 respondents, the instrument was validated in a purposive sample of 1034 participants. Factor analysis supported a 14-item, three-dimensional structure comprising Social Equity, Economic Inclusion, and Institutional Sustainability. The dimensions demonstrated satisfactory reliability, convergent validity, and discriminant validity, and the three-factor model outperformed alternative one- and two-factor specifications. In the higher-order formative model, Social Equity and Institutional Sustainability made larger conditional contributions to the IGADB composite than Economic Inclusion. These weights describe the composition of the estimated construct and do not indicate causal influences. Theoretically consistent, unadjusted cross-sectional associations with Financial Inclusion, Environmental Quality, and Subjective Well-being provided preliminary evidence of nomological coherence. IGADB adds an experiential measurement layer to established inclusive-growth indicators and may support context-specific diagnosis when interpreted alongside objective evidence.

Acta PsychologicaVol. 269
International Islamic University, Islamabad (PK), University of Wollongong (AU), Pakistan Army (PK), Charles Darwin University (AU)
Charles Darwin University
Reduced inequalities
Openalex Percentile: Top 3%
Aging and Gerontology Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.