The Development and Validation of the Comprehensive Inventory of Thriving ( CIT ) and the Brief Inventory of Thriving ( BIT )
Abstract
In this article we present the development and validation of two new measures of psychological well‐being: the Comprehensive Inventory of Thriving ( CIT ) and the Brief Inventory of Thriving ( BIT ). These measures were developed with two specific goals in mind: (1) to measure a broad range of psychological well‐being constructs and represent a holistic view of positive functioning; and (2) to predict important health outcomes that are useful for researchers and health practitioners. The CIT includes 18 subscales with 54 items in total, covering a broad range of well‐being components. The BIT has 10 items in total and can serve as an indicator of psychological well‐being and a brief screening tool of mental health. The new measures were evaluated in five samples of a total of 3,191 US participants with diverse demographics. The CIT and BIT had excellent psychometric properties and exhibited convergent validity with existing measures of psychological well‐being and discriminant validity with measures of ill‐being. Both measures contributed over and above existing measures of psychology well‐being in predicting a variety of health outcomes, including self‐reported and objective health status, physical functioning, and health behaviors. In addition, we showed the relative importance of thriving compared to ill‐being for health outcomes and the benefits of assessing individuals' positive functioning beyond ill‐being. Potential uses of the new measures are discussed.
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In a general non-clinical sample, the CIT subscales showed good internal consistency (Cronbach's α = 0.71-0.96), good test-retest reliability (r = 0.57-0.83), convergent validity with other measures of psychological well-being, divergent validity with measures of ill-being, and good predictive validity for health and quality of life.
“In a general non-clinical sample, the CIT subscales showed good internal consistency (Cronbach’s α = 0.71–0.96), good test–retest reliability (r = 0.57–0.83), convergent validity with other measures of psychological well-being, divergent validity with measures of ill-being, and good predictive validity for health and quality of life [67].”
From Patient-reported outcome measures for life engagement in mental health: a systematic review (2022) · cites this paper as [67]
The Comprehensive Inventory of Thriving (CIT) is a comprehensive measure of psychological well-being designed for research and for in-depth assessment of well-being in health settings such as psychiatric and clinical practices.
“The CIT [67] is a comprehensive measure of psychological well-being designed for use in research purposes and for in-depth assessment of well-being in health settings, such as psychiatric and clinical practices.”
From Patient-reported outcome measures for life engagement in mental health: a systematic review (2022) · cites this paper as [67]
Cites
The PHQ-9: Validity of a brief depression severity measure
Kroenke, K., Spitzer, R. L., & Williams, J. B. W. (2001) · Journal of General Internal Medicine · doi:10.1046/j.1525-1497.2001.016009606.x · Cited by 44,910 · see citing works
The satisfaction with life scale
Diener, E., Emmons, R. A., Larsen, R. J., & Griffin, S. (1985) · Journal of Personality Assessment · doi:10.1207/s15327752jpa4901_13 · Cited by 31,768 · see citing works
Self-citationA Brief Measure for Assessing Generalized Anxiety Disorder: The GAD-7
Spitzer, R. L., Kroenke, K., Williams, J. B. W., & Löwe, B. (2006) · Archives of Internal Medicine · doi:10.1001/archinte.166.10.1092 · Cited by 31,765 · see citing works
Ryan, R. M., & Deci, E. L. (2000) · American Psychologist · doi:10.1037//0003-066x.55.1.68 · Cited by 27,815 · see citing works
Conservation of resources: A new attempt at conceptualizing stress
Hobfoll, S. E. (1989) · American Psychologist · doi:10.1037/0003-066x.44.3.513 · Cited by 18,187 · see citing works
Diener, E. (1984) · Social indicators research series · doi:10.1007/978-90-481-2350-6_2 · Cited by 11,463 · see citing works
Self-citationPositive psychology: An introduction.
Seligman, M. E. P., & Csikszentmihalyi, M. (2000) · American Psychologist · doi:10.1037/0003-066x.55.1.5 · Cited by 11,351 · see citing works
ФАКТОРЫ ПСИХОЛОГИЧЕСКОГО БЛАГОПОЛУЧИЯ ЛЮДЕЙ ПОЖИЛОГО ВОЗРАСТА
М.Р., Н., & С.И., Б. (2026) · CyberLeninK (CyberLeninka) · doi:10.60797/irj.2026.170.43 · Cited by 7,967 · see citing works
Pearlin, L. I., & Schooler, C. (1978) · Journal of Health and Social Behavior · doi:10.2307/2136319 · Cited by 7,791 · cited 2× · see citing works
“Most of the existing measures of psychological wellbeing (e.g. Diener, Emmons, Larsen, & Griffin, 1985; Pearlin & Schooler, 1978) concentrate on a few positive aspects rather than a broad range of psychological well-being constructs.”
BackgroundMethodScheier, M. F., Carver, C. S., & Bridges, M. W. (1994) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.67.6.1063 · Cited by 7,456 · see citing works
The benefits of frequent positive affect: Does happiness lead to success?
Lyubomirsky, S., King, L., & Diener, E. (2005) · Psychological Bulletin · doi:10.1037/0033-2909.131.6.803 · Cited by 7,143 · see citing works
Self-citationSubjective well-being. The science of happiness and a proposal for a national index
Diener, E. (2000) · American Psychologist · doi:10.1037/0003-066x.55.1.34 · Cited by 7,121 · see citing works
Self-citationOptimism, coping, and health: Assessment and implications of generalized outcome expectancies.
Scheier, M. F., & Carver, C. S. (1985) · Health Psychology · doi:10.1037/0278-6133.4.3.219 · Cited by 6,690 · cited 7× · see citing works
“In addition, the research of Scheier and colleagues (Rasmussen, Scheier, & Greenhouse, 2009; Scheier & Carver, 1985, 1987, 1992) demonstrated that optimism is a key predictor for physical health and an important aspect of positive functioning.”
BackgroundMethodInfluentialPositive Psychology Progress: Empirical Validation of Interventions.
Seligman, M. E. P., Steen, T. A., Park, N., & Peterson, C. (2005) · American Psychologist · doi:10.1037/0003-066x.60.5.410 · Cited by 5,947 · see citing works
Flourish: A Visionary New Understanding of Happiness and Well-Being
(2011) · Choice Reviews Online · doi:10.5860/choice.48-7217 · Cited by 5,543 · cited 6× · see citing works
“In addition, the research of Scheier and colleagues (Rasmussen, Scheier, & Greenhouse, 2009; Scheier & Carver, 1985, 1987, 1992) demonstrated that optimism is a key predictor for physical health and an important aspect of positive functioning.”
BackgroundInfluentialSocial and Psychological Resources and Adaptation
Hobfoll, S. E. (2002) · Review of General Psychology · doi:10.1037/1089-2680.6.4.307 · Cited by 4,594 · cited 2× · see citing works
“Alternatively, psychological well-being can enhance health outcomes indirectly via emotive-resource channels, by affecting available psychological and environmental resources (e.g. Fredrickson, 2003; Hobfoll, 1989, 2002).”
BackgroundHappy People Live Longer: Subjective Well‐Being Contributes to Health and Longevity
Diener, E., & Chan, M. Y. (2011) · Applied Psychology: Health and Well-Being · doi:10.1111/j.1758-0854.2010.01045.x · Cited by 2,260 · see citing works
Self-citationDoes positive affect influence health?
Pressman, S. D., & Cohen, S. (2005) · Psychological Bulletin · doi:10.1037/0033-2909.131.6.925 · Cited by 2,087 · see citing works
Psychological Capital: Developing the Human Competitive Edge
Luthans, F., Youssef, C. M., & Avolio, B. J. (2006) · Cited by 2,079 · see citing works
THE CORE SELF‐EVALUATIONS SCALE: DEVELOPMENT OF A MEASURE
JUDGE, T. A., EREZ, A., BONO, J. E., & THORESEN, C. J. (2003) · Personnel Psychology · doi:10.1111/j.1744-6570.2003.tb00152.x · Cited by 2,010 · see citing works
Fowler, J. H., & Christakis, N. A. (2008) · BMJ · doi:10.1136/bmj.a2338 · Cited by 1,990 · see citing works
Psychological Well-Being in Adult Life
Ryff, C. D. (1995) · Current Directions in Psychological Science · doi:10.1111/1467-8721.ep10772395 · Cited by 1,947 · see citing works
Judge, T. A., Erez, A., Bono, J. E., & Thoresen, C. J. (2002) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.83.3.693 · Cited by 1,480 · see citing works
Scheier, M. F., & Carver, C. S. (1987) · Journal of Personality · doi:10.1111/j.1467-6494.1987.tb00434.x · Cited by 1,225 · see citing works
Diener, E., Wirtz, D., Biswas‐Diener, R., Tov, W., Kim‐Prieto, C., Choi, D., & Oishi, S. (2009) · Social indicators research series · doi:10.1007/978-90-481-2354-4_12 · Cited by 1,191 · see citing works
Self-citationThe funds, friends, and faith of happy people.
Myers, D. G. (2000) · American Psychologist · doi:10.1037/0003-066x.55.1.56 · Cited by 1,186 · see citing works
Helliwell, J., Layard, R., & Sachs, J. (2012) · London School of Economics and Political Science Research Online (London School of Economics and Political Science) · doi:10.14288/1.0053622 · Cited by 1,159 · see citing works
A Heuristic Method for Estimating the Relative Weight of Predictor Variables in Multiple Regression
JOHNSON, J. (2000) · Multivariate Behavioral Research · doi:10.1207/s15327906mbr3501_1 · Cited by 1,138 · see citing works
The funds, friends, and faith of happy people.
Myers, D. G. (2000) · American Psychologist · doi:10.1037//0003-066x.55.1.56 · Cited by 1,130 · see citing works
The Value of Positive Emotions
Fredrickson, B. (2003) · American Scientist · doi:10.1511/2003.4.330 · Cited by 1,006 · see citing works
Lucas, R. E. (2007) · Current Directions in Psychological Science · doi:10.1111/j.1467-8721.2007.00479.x · Cited by 815 · see citing works
Optimism and Physical Health: A Meta-analytic Review
Rasmussen, H. N., Scheier, M. F., & Greenhouse, J. B. (2009) · Annals of Behavioral Medicine · doi:10.1007/s12160-009-9111-x · Cited by 797 · see citing works
Positive affect and health-related neuroendocrine, cardiovascular, and inflammatory processes
Steptoe, A., Wardle, J., & Marmot, M. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0409174102 · Cited by 763 · see citing works
Diagnostic accuracy of the mood module of the patient health questionnaire: a systematic review
Wittkampf, K. A., Naeije, L., Schene, A. H., Huyser, J., & van Weert, H. C. (2007) · General Hospital Psychiatry · doi:10.1016/j.genhosppsych.2007.06.004 · Cited by 493 · see citing works
Räikkönen, K., Matthews, K. A., Flory, J. D., Owens, J. F., & Gump, B. B. (1999) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.76.1.104 · Cited by 288 · see citing works
Common risk and protective factors in successful prevention programs.
Durlak, J. A. (1998) · American Journal of Orthopsychiatry · doi:10.1037/h0080360 · Cited by 266 · see citing works
Psychologic Functioning and Physical Health: A Paradigm of Flexibility
Rozanski, A., & Kubzansky, L. D. (2005) · Psychosomatic Medicine · doi:10.1097/01.psy.0000164253.69550.49 · Cited by 232 · see citing works
Social Relations, Health Behaviors, and Health Outcomes: A Survey and Synthesis
Tay, L., Tan, K., Diener, E., & Gonzalez, E. (2012) · Applied Psychology Health and Well-Being · doi:10.1111/aphw.12000 · Cited by 208 · see citing works
Self-citationWhy positive emotions matter in organizations: Lessons from the broaden-and-build model.
Fredrickson, B. L. (2000) · The Psychologist-Manager Journal · doi:10.1037/h0095887 · Cited by 142 · see citing works
Dispositional Optimism Protects Older Adults From Stroke: The Health and Retirement Study
Kim, E. S., Park, N., & Peterson, C. (2011) · Stroke · doi:10.1161/strokeaha.111.613448 · Cited by 114 · see citing works
Prescribing happiness: positive psychology and family medicine.
Hershberger, P. J. (2005) · PubMed · Cited by 46 · see citing works
Flagged first, then by citations
1 of the 42 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
The PERMA-Profiler: A brief multidimensional measure of flourishing.
Butler, J., & Kern, M. L. (2016) · International Journal of Wellbeing · doi:10.5502/ijw.v6i3.526 · Cited by 1,485 · see citing works
On the promotion of human flourishing
VanderWeele, T. J. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1702996114 · Cited by 1,387 · see citing works
Advances and Open Questions in the Science of Subjective Well-Being
Diener, E., Lucas, R. E., & Oishi, S. (2018) · Collabra Psychology · doi:10.1525/collabra.115 · Cited by 1,149 · see citing works
Self-citationNetemeyer, R. G., Warmath, D., Fernandes, D., & Lynch, J. G. (2018) · Journal of Consumer Research · doi:10.1093/jcr/ucx109 · Cited by 842 · see citing works
Findings All Psychologists Should Know From the New Science on Subjective Well-Being
Diener, E., Heintzelman, S. J., Kushlev, K., Tay, L., Wirtz, D., Lutes, L., & Oishi, S. (2017) · Canadian Psychology/Psychologie canadienne · doi:10.1037/cap0000063 · Cited by 621 · see citing works
Self-citationMartela, F., & Sheldon, K. M. (2019) · Review of General Psychology · doi:10.1177/1089268019880886 · Cited by 583 · see citing works
A systematic review and meta-analysis of psychological interventions to improve mental wellbeing
van Agteren, J., Iasiello, M., Lo, L., Bartholomaeus, J., Kopsaftis, Z., Carey, M., & Kyrios, M. (2021) · Nature Human Behaviour · doi:10.1038/s41562-021-01093-w · Cited by 510 · see citing works
Subjective Well-Being Around the World: Trends and Predictors Across the Life Span
Jebb, A. T., Morrison, M., Tay, L., & Diener, E. (2020) · Psychological Science · doi:10.1177/0956797619898826 · Cited by 282 · see citing works
Self-citationEmotional Well-Being: What It Is and Why It Matters
Park, C. L., Kubzansky, L. D., Chafouleas, S. M., Davidson, R. J., Keltner, D. J., Parsafar, P., Conwell, Y., Martin, M. Y., Hanmer, J., & Wang, K. H. (2022) · Affective Science · doi:10.1007/s42761-022-00163-0 · Cited by 307 · see citing works
Carroll, A., Forrest, K., Sanders-O’Connor, E., Flynn, L., Bower, J. M., Fynes-Clinton, S., York, A., & Ziaei, M. (2022) · Social Psychology of Education · doi:10.1007/s11218-022-09686-7 · Cited by 259 · see citing works
Eudaimonic and Hedonic Well-Being
Ryff, C. D., Boylan, J. M., & Kirsch, J. A. (2021) · Oxford University Press eBooks · doi:10.1093/oso/9780197512531.003.0005 · Cited by 265 · see citing works
Current recommendations on the selection of measures for well-being.
VanderWeele, T. J., Trudel-Fitzgerald, C., Allin, P., Farrelly, C., Fletcher, G., Frederick, D. E., Hall, J., Helliwell, J. F., Kim, E. S., Lauinger, W. A., et al. (2020) · Preventive Medicine · doi:10.1016/j.ypmed.2020.106004 · Cited by 225 · see citing works
Self-citationWagner, L., Gander, F., Proyer, R. T., & Ruch, W. (2019) · Applied Research in Quality of Life · doi:10.1007/s11482-018-9695-z · Cited by 223 · see citing works
Meyer‐Waarden, L., & Cloarec, J. (2021) · Technovation · doi:10.1016/j.technovation.2021.102348 · Cited by 202 · see citing works
Morin, A. J. S., Boudrias, J., Marsh, H. W., Madore, I., & Desrumaux, P. (2016) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705511.2015.1116077 · Cited by 183 · see citing works
Węziak‐Białowolska, D., McNeely, E., & VanderWeele, T. J. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.01269 · Cited by 180 · see citing works
Brown, D. J. W., Arnold, R., Fletcher, D., & Standage, M. (2017) · European Psychologist · doi:10.1027/1016-9040/a000294 · Cited by 180 · see citing works
The Global Flourishing Study: Study Profile and Initial Results on Flourishing
VanderWeele, T., Johnson, B. R., Białowolski, P., Bonhag, R., Bradshaw, M., Breedlove, T., Case, B., Chen, Y., Chen, Z., Counted, V., et al. (2025) · Nature Mental Health · doi:10.1038/s44220-025-00423-5 · Cited by 159 · see citing works
Stress, self-compassion, and well-being during the transition to college
Kroshus, E., Hawrilenko, M., & Browning, A. (2021) · Social Science & Medicine · doi:10.1016/j.socscimed.2020.113514 · Cited by 142 · see citing works
The role of the arts and humanities in human flourishing: A conceptual model
Tay, L., Pawelski, J. O., & Keith, M. G. (2017) · The Journal of Positive Psychology · doi:10.1080/17439760.2017.1279207 · Cited by 138 · see citing works
Self-citationToo much of a good thing? Exploring the inverted‐U relationship between self‐control and happiness
Wiese, C. W., Tay, L., Duckworth, A. L., D’Mello, S. K., Kuykendall, L. E., Hofmann, W., Baumeister, R. F., & Vohs, K. D. (2017) · Journal of Personality · doi:10.1111/jopy.12322 · Cited by 135 · see citing works
Self-citationLombardi, E., Traficante, D., Bettoni, R., Offredi, I., Giorgetti, M., & Vernice, M. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.02482 · Cited by 132 · see citing works
Hausler, M., Strecker, C., Huber, A., Brenner, M., Höge, T., & Höfer, S. (2017) · Frontiers in Psychology · doi:10.3389/fpsyg.2017.01159 · Cited by 120 · see citing works
Sorgente, A., & Lanz, M. (2019) · International Journal of Behavioral Development · doi:10.1177/0165025419851859 · Cited by 135 · see citing works
McDermott, R. C., Fruh, S., Williams, S. G., Hauff, C., Graves, R., Melnyk, B. M., & Hall, H. R. (2020) · Journal of Advanced Nursing · doi:10.1111/jan.14531 · Cited by 127 · see citing works
Weilenmann, S., Schnyder, U., Parkinson, B., Corda, C., von Känel, R., & Pfaltz, M. C. (2018) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2018.00389 · Cited by 119 · see citing works
Measuring Mental Wellbeing Among Adolescents: A Systematic Review of Instruments
Rose, T., Joe, S., Williams, A., Harris, R. L., Betz, G., & Stewart-Brown, S. L. (2017) · Journal of Child and Family Studies · doi:10.1007/s10826-017-0754-0 · Cited by 113 · see citing works
Ryff, C. D., Radler, B., & Friedman, E. M. (2015) · Health Psychology Open · doi:10.1177/2055102915601582 · Cited by 111 · see citing works
Flourish Index and Secure Flourish Index – Validation in workplace settings
Węziak‐Białowolska, D., McNeely, E., & VanderWeele, T. J. (2019) · Cogent Psychology · doi:10.1080/23311908.2019.1598926 · Cited by 111 · see citing works
Iannello, P., Sorgente, A., Lanz, M., & Antonietti, A. (2020) · Journal of Happiness Studies · doi:10.1007/s10902-020-00277-x · Cited by 115 · see citing works
Wolbring, G., & Nguyen, A. (2023) · Trends in Higher Education · doi:10.3390/higheredu2010011 · Cited by 112 · see citing works
Early Adolescent Affect Predicts Later Life Outcomes
Kansky, J., Allen, J. P., & Diener, E. (2016) · Applied Psychology Health and Well-Being · doi:10.1111/aphw.12068 · Cited by 95 · see citing works
Self-citationAnalysis of Well-Being and Anxiety among University Students
Lopes, L. F. D., Chaves, B. M., Fabrício, A., Porto, A., de Almeida, D. M., Obregon, S. L., Lima, M. P., da Silva, W. V., Camargo, M. E., da Veiga, C. P., et al. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17113874 · Cited by 93 · see citing works
Wammerl, M., Jaunig, J., Mairunteregger, T., & Streit, P. (2019) · Journal of Well-Being Assessment · doi:10.1007/s41543-019-00021-0 · Cited by 84 · see citing works
Teaching Happiness to Teachers - Development and Evaluation of a Training in Subjective Well-Being
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Nostalgia confers psychological wellbeing by increasing authenticity
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Psychometric Properties of Flourishing Scales From a Comprehensive Well-Being Assessment
Węziak‐Białowolska, D., Białowolski, P., Lee, M. T., Chen, Y., VanderWeele, T. J., & McNeely, E. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.652209 · Cited by 86 · see citing works
How does adventure sport tourism enhance well-being? A conceptual model
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Kelley, N. J., Glazer, J. E., Pornpattananangkul, N., & Nusslock, R. (2018) · Biological Psychology · doi:10.1016/j.biopsycho.2018.11.005 · Cited by 71 · see citing works
Heekerens, J. B., & Eid, M. (2020) · The Journal of Positive Psychology · doi:10.1080/17439760.2020.1716052 · Cited by 71 · see citing works
Development and initial validation of a short three-dimensional inventory of character strengths
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A Qualitative Exploration of Thriving in Elite Sport
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Duan, W., & Bu, H. (2017) · Research on Social Work Practice · doi:10.1177/1049731517699525 · Cited by 68 · see citing works
Digital Technology and Media Use by Adolescents: Latent Class Analysis
Moreno, M. A., Binger, K., Zhao, Q., Eickhoff, J., Minich, M., & Uhls, Y. T. (2022) · JMIR Pediatrics and Parenting · doi:10.2196/35540 · Cited by 66 · see citing works
On Emotion Regulation Strategies and Well-Being: The Role of Passion
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Huber, A., Strecker, C., Hausler, M., Kachel, T., Höge, T., & Höfer, S. (2019) · Applied Research in Quality of Life · doi:10.1007/s11482-018-9699-8 · Cited by 63 · see citing works
Self-assessed importance of domains of flourishing: Demographics and correlations with well-being
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Framing well-being in a college campus setting
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Aizik-Reebs, A., Yuval, K., Hadash, Y., Gebremariam, S. G., & Bernstein, A. (2021) · Clinical Psychological Science · doi:10.1177/2167702621998641 · Cited by 55 · see citing works
Gudka, M., Gardiner, K. L. K., & Lomas, T. (2023) · The Journal of Positive Psychology · doi:10.1080/17439760.2021.1991447 · Cited by 54 · see citing works
Phan, H. P., Ngu, B. H., Chen, S. C., Wu, L., Lin, W.-W., & Hsu, C.-S. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.580186 · Cited by 54 · see citing works
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Pancheva, M. G., Ryff, C., & Lucchini, M. (2020) · Journal of Happiness Studies · doi:10.1007/s10902-020-00325-6 · Cited by 46 · see citing works
Validierung eines Fragebogens zur umfassenden Operationalisierung von Wohlbefinden
Häusler, M., Huber, A., Strecker, C., Brenner, M., Höge, T., & Höfer, S. (2017) · Diagnostica · doi:10.1026/0012-1924/a000174 · Cited by 52 · see citing works
Questioning Contemporary Universalist Approaches to Human Flourishing
Fowers, B., Novák, L., Kiknadze, N. C., & Calder, A. J. (2023) · Review of General Psychology · doi:10.1177/10892680221138230 · Cited by 25 · see citing works
Duan, W., Bu, H., Zhao, J., & Guo, X. (2018) · Journal of Happiness Studies · doi:10.1007/s10902-018-0014-z · Cited by 50 · see citing works
Rutter, L. A., Thompson, H. M., Howard, J., Riley, T. N., De Jesús-Romero, R., & Lorenzo-Luaces, L. (2021) · JMIR Mental Health · doi:10.2196/26134 · Cited by 51 · see citing works
Consumer Wisdom for Personal Well‐Being and the Greater Good: Scale Development and Validation
Luchs, M. G., Mick, D. G., & Haws, K. L. (2021) · Journal of Consumer Psychology · doi:10.1002/jcpy.1224 · Cited by 50 · see citing works
Carroll, A., O’Connor, E. S., Forrest, K., Fynes‐Clinton, S., York, A., Ziaei, M., Flynn, L. M., Bower, J., & Reutens, D. C. (2021) · Mindfulness · doi:10.1007/s12671-021-01777-4 · Cited by 54 · see citing works
Patient-reported outcome measures for life engagement in mental health: a systematic review
McIntyre, R. S., Ismail, Z., Watling, C. P., Weiss, C., Meehan, S. R., Musingarimi, P., & Thase, M. E. (2022) · Journal of Patient-Reported Outcomes · doi:10.1186/s41687-022-00468-5 · Cited by 48 · see citing works
Häusler, M., Strecker, C., Huber, A., Brenner, M., Höge, T., & Höfer, S. (2017) · Frontiers in Psychology · doi:10.3389/fpsyg.2017.01307 · Cited by 48 · see citing works
Mo, P. K. H., Wong, E. L. Y., Yeung, N. C. Y., Wong, S. Y. S., Chung, R. Y., Tong, A. C. Y., Ko, C. C. Y., Li, J., & Yeoh, E.-K. (2022) · Health and Quality of Life Outcomes · doi:10.1186/s12955-022-01931-z · Cited by 48 · see citing works
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Martela, F. (2024) · Personality and Social Psychology Review · doi:10.1177/10888683241263634 · Cited by 57 · see citing works
Schurr, T. A., Huber, A., Strecker, C., Höge, T., & Höfer, S. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.00328 · Cited by 47 · see citing works
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Lee, M. T., McNeely, E., Węziak‐Białowolska, D., Ryan, K. A., Mooney, K. D., Cowden, R. G., & VanderWeele, T. J. (2022) · BMC Public Health · doi:10.1186/s12889-022-13769-7 · Cited by 46 · see citing works
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Fowers, B. J., Novak, L. F., Calder, A. J., & Kiknadze, N. C. (2024) · Review of General Psychology · doi:10.1177/10892680231225223 · Cited by 51 · see citing works
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de Carvalho, T. F., de Aquino, S. D., & Natividade, J. (2021) · Current Psychology · doi:10.1007/s12144-021-01587-w · Cited by 41 · see citing works
Li, L., Serido, J., Vosylis, R., Sorgente, A., Lep, Ž., Zhang, Y., Fonseca, G., Crespo, C., Relvas, A. P., Zupančič, M., et al. (2023) · Journal of Happiness Studies · doi:10.1007/s10902-023-00629-3 · Cited by 45 · see citing works
Muñoz‐Fernández, N., & Rodríguez‐Meirinhos, A. (2021) · Journal of Clinical Medicine · doi:10.3390/jcm10040798 · Cited by 46 · see citing works
Wiese, C. W., Tay, L., Su, R., & Diener, E. (2018) · Applied Psychology: Health and Well-Being · doi:10.1111/aphw.12119 · Cited by 46 · see citing works
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Pierrakos, O., Prentice, M. S., Silverglate, C., Lamb, M., Demaske, A., & Smout, R. (2019) · IEEE Frontiers in Education Conference (FIE) · doi:10.1109/fie43999.2019.9028690 · Cited by 47 · see citing works
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Schwarzer, N.-H., Nolte, T., Fonagy, P., Griem, J., Kieschke, U., & Gingelmaier, S. (2021) · Current Psychology · doi:10.1007/s12144-021-01467-3 · Cited by 44 · see citing works
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Chen, Y., Węziak‐Białowolska, D., Lee, M. T., Białowolski, P., McNeely, E., & VanderWeele, T. J. (2022) · Scientific Reports · doi:10.1038/s41598-022-06626-5 · Cited by 43 · see citing works
Duan, W., Guan, Y., & Gan, F. (2016) · Chinese Sociological Dialogue · doi:10.1177/2397200916665230 · Cited by 42 · see citing works
Baumel, K., Hamlett, M., Wheeler, B., Hall, D., Randall, A. K., & Mickelson, K. (2021) · Journal of Homosexuality · doi:10.1080/00918369.2020.1868190 · Cited by 41 · see citing works
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Eliüşük, B. A. (2018) · Educational Research and Reviews · doi:10.5897/err2017.3435 · Cited by 40 · see citing works
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VanderWeele, T. J., & Johnson, B. R. (2025) · Nature Human Behaviour · doi:10.1038/s41562-025-02187-5 · Cited by 39 · see citing works
Huber, A., Webb, D., & Höfer, S. (2017) · Frontiers in Psychology · doi:10.3389/fpsyg.2017.00637 · Cited by 31 · see citing works
Plooy, D., Lyons, A., & Kashima, E. S. (2018) · Journal of Happiness Studies · doi:10.1007/s10902-018-9961-7 · Cited by 40 · see citing works
Future self-continuity promotes meaning in life through authenticity
Hong, E. K., Zhang, Y., & Sedikides, C. (2024) · Journal of Research in Personality · doi:10.1016/j.jrp.2024.104463 · Cited by 38 · see citing works
Bower, J., & Carroll, A. (2017) · Teaching and Teacher Education · doi:10.1016/j.tate.2017.03.015 · Cited by 39 · see citing works
The Authentic Self Is the Self-Enhancing Self: A Self-Enhancement Framework of Authenticity
Guenther, C. L., Zhang, Y., & Sedikides, C. (2023) · Personality and Social Psychology Bulletin · doi:10.1177/01461672231160653 · Cited by 39 · see citing works
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Proctor, C., & Tweed, R. (2016) · International handbooks of quality-of-life · doi:10.1007/978-3-319-42445-3_18 · Cited by 25 · see citing works
Bu, H., & Duan, W. (2018) · Journal of American College Health · doi:10.1080/07448481.2018.1497639 · Cited by 36 · see citing works
Auditing the ‘Social’ of Quantum Technologies: A Scoping Review
Wolbring, G. (2022) · Societies · doi:10.3390/soc12020041 · Cited by 36 · see citing works
Engineering students' noncognitive and affective factors: Group differences from cluster analysis
Scheidt, M., Godwin, A., Berger, E., Chen, J., Self, B., Widmann, J. M., & Gates, A. Q. (2021) · Journal of Engineering Education · doi:10.1002/jee.20386 · Cited by 35 · see citing works
Donaldson, S., Cabrera, V., & Gaffaney, J. M. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.739352 · Cited by 25 · see citing works
Walsh, L. C., Regan, A., Twenge, J., & Lyubomirsky, S. (2022) · Affective Science · doi:10.1007/s42761-022-00150-5 · Cited by 38 · see citing works
Ng, V., Lee, P., Ho, M. R., Kuykendall, L. E., Stark, S. E., & Tay, L. (2020) · Journal of Personality Assessment · doi:10.1080/00223891.2020.1739056 · Cited by 35 · see citing works
Self-citationPrentice, M., Jayawickreme, E., & Fleeson, W. (2020) · Motivation and Emotion · doi:10.1007/s11031-020-09829-3 · Cited by 35 · see citing works
Nelson-Coffey, S. K., O’Brien, M. M., Braunstein, B. M., Mickelson, K. D., & Ha, T. (2021) · Social Science & Medicine (1967) · doi:10.1016/j.socscimed.2021.114243 · Cited by 33 · see citing works
Ernala, S. K., Burke, M., Leavitt, A., & Ellison, N. B. (2022) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3491102.3517569 · Cited by 36 · see citing works
Lawes, M., Hetschko, C., Schöb, R., Stephan, G., & Eid, M. (2022) · Journal of Personality and Social Psychology · doi:10.1037/pspp0000417 · Cited by 35 · see citing works
Jayawickreme, E., Blackie, L. E. R., Forgeard, M. J. C., Roepke, A. M., & Tsukayama, E. (2021) · Social Psychological and Personality Science · doi:10.1177/19485506211043381 · Cited by 34 · see citing works
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Attié, E. A., & Meyer‐Waarden, L. (2023) · Journal of Interactive Marketing · doi:10.1177/10949968221142806 · Cited by 31 · see citing works
Self‐quantification and consumer well‐being: A meta‐analytic review
Jain, A., Pradhan, D., Kuanr, A., & Singh, S. (2024) · Psychology and Marketing · doi:10.1002/mar.22141 · Cited by 32 · see citing works
- Authors
- Su, R., Tay, L., & Diener, E.
- Affiliations
- University of Illinois Urbana-Champaign (US)
- Purdue University West Lafayette (US)
- Corresponding author
- Su, Rong
- Venue
- Applied Psychology: Health and Well-Being
- Publisher
- Wiley
- Published
- 2014-06-12
- Volume
- 6
- Issue
- 3
- Pages
- 251-279
- ISSN
- 1758-0846 (ISSN-L)
- 1758-0854
- OpenAlex
- W2153810892
- Cited by
- 511
- References
- 42
- Citations by year
- 2026: 53 · 2025: 64 · 2024: 69 · 2023: 69 · 2022: 62 · 2021: 69 · 2020: 38 · 2019: 35 · 2018: 24 · 2017: 18 · 2016: 9 · 2015: 1
- FWCI
- 13.85
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Applied Psychology Health and Well-Being (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Robert Wood Johnson Foundation (63597)
- Topics
- Social Sciences › Psychology › Social Psychology › Psychological Well-being and Life Satisfaction
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Health Sciences › Health Professions › General Health Professions › Health, psychology, and well-being
- Keywords
- thriving, psychological well-being, scale development, psychometric validation, mental health screening, health outcomes, physical function, health behavior, positive functioning, ill-being
- MeSH terms
- Adolescent, Adult, Female, Health Status, Humans, Male, Middle Aged, Psychometrics, Surveys and Questionnaires, Socioeconomic Factors, United States, Reproducibility of Results, Health Behavior, Young Adult
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