Table 1 Factors related to subjective well-being across disciplines.

From: Using artificial intelligence to identify the top 50 independent predictors of subjective well-being in a multinational sample of 37,991 older European & Israeli adults

Discipline

SWB-related approaches

SWB-related constructs

SWB-related measures

Citationsa

Economics

– Frequent emphasis on utility from material resources

– Can also include income (esp. relative income)

– Utility

– Income

– Happiness

– Unhappiness

– Life satisfaction

– Satisfaction with Life Scale (SWLS)

– World Values Survey (WVS)

– U-Index

– General Social Survey (GSS)

Benjamin et al., 2017

Diener et al., 1985

Easterlin, 1995

Frey & Stutzer, 2002

Kahneman & Krueger, 2006

Sociology

– Unit of analysis is often groups (e.g., families)

– Often focused on links and overlap between SES, demographics, and SWB

– Quality of life is often the primary outcome of interest (with SWB as part to it)

– Meaning

– Quality of life

– Life satisfaction

– Group disparities

– Cantril Self-Anchoring Striving Scale (CSASS)

– Satisfaction with Life Scale (SWLS)

– General Social Survey (GSS)

– World Happiness Report (WHR)

Diener et al., 1985

Diener et al., 2009

George, 2010

Kelly & Evans, 2017

Veenhoven, 2008

Psychology

– Unit of analysis is typically the individual

– Strong emphasis on testing multi-item SWB-related scales

– Scales used also depend on area (e.g., stress, personality, positive psychology)

– Methodology includes ecological momentary assessment

– Meaning

– Quality of life

– Life satisfaction

– Stress & coping

– Happiness

– Unhappiness

– Anxiety, and depression

– Positive and Negative Affect Schedule (PANAS)

– Perceived Stress Scale (PSS)

– Satisfaction with Life Scale (SWLS)

– State-Trait Anxiety Inventory (STAI)

– Beck Depression Inventory (BDI)

Diener et al., 1985

Kashdan, 2004

Gillham et al., 2011

Goodman et al., 2018

Lyubomirsky & Dickerhoof, 2005

Stone & Mackie, 2013

Public health

– Need/goal engagement & fulfillment as theoretically central, linking orientations and SWB outcomes

– Most SWB measures contain evaluative or experiential measures, but not both

– Emphasis on link between SWB and physical health

– Quality of life

– Life satisfaction

– Mental and physical functioning

– Positive and negative emotion

– Short-Form Health Survey (SF-36)

– Satisfaction with Life Scale (SWLS)

– Health-Related Quality of Life Scale (HRQOL)

– Physical Activity Scale for the Elderly (PASE)

CDC, 2023

Das et al., 2020

Diener et al., 1985

Diener et al., 2018

Ryff & Keyes, 1995

Public policy

– SWB often based on public’s self-reported life satisfaction, assessed in response to policy

– Unit of analysis is typically large, including countries

– Life satisfaction

– Institutional trust

– Social capital

– Development indices (for individuals and populations)

– General Trust Scale (GTS)

– Personal Social Capital Scale (PSCS)

– Satisfaction with Life Scale (SWLS)

– Human Development Index (HDI)

Diener et al., 1985

Dolan et al., 2008

Dolan & Metcalf, 2012

Odermatt & Stutzer, 2018

Vik & Carlquist, 2018

SHARE

– An inter-disciplinary approach to SWB-related factors and measurement

– Combines single & multi-item, positive & negative, and evaluative & experiential SWB measures

– Life satisfaction

– Quality of life

– Depression

– Single-item life satisfaction measure

– Control, Autonomy, Self-realization, and Pleasure (CASP-12)

– EURO-D Depression Scale

Jovanović, 2020

Pérez-Rojo et al., 2018

Prince et al., 1999

  1. aThe reference list is in Appendix C.