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Applied Research in Quality of Life: A Computational Literature Review

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  • Christian WEISMAYER

    (Modul University)

Abstract

As quality of life (QoL) is a highly interdisciplinary topic with a multitude of related research areas, it is beneficial to avail researchers of an overview of the different streams explored in the field. Furthermore, knowledge of prominent sub-domains helps researchers identify links and overlaps between QoL and their fields of interest. To meet these needs, a text-mining-based computational literature review (CLR) of the journal of Applied Research in Quality of Life (ARQOL) was conducted using a machine learning process, latent Dirichlet allocation (LDA), in combination with selection criteria for the decision on the number of topics. The outcome provides the reader with a list of the twelve most heavily discussed topics: 1) consumption & materialism, 2) character strength, 3) spirituality, religiousness & personal beliefs, 4) inequality, 5) leisure & tourism, 6) health related QoL (HRQoL) I, 7) quality of working life (QWL), 8) childhood & adolescence, 9) disparity & development, 10) disorder, 11) community issues, and 12) health related QoL (HRQoL) II. In addition, authors, titles, and publication dates are listed for the top-5-ranked papers that most typify these topics. Subsequent content summaries of these papers reveal more detailed information, such as measurement constructs and theories.

Suggested Citation

  • Christian WEISMAYER, 2022. "Applied Research in Quality of Life: A Computational Literature Review," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(3), pages 1433-1458, June.
    • Handle: RePEc:spr:ariqol:v:17:y:2022:i:3:d:10.1007_s11482-021-09969-9
    DOI: 10.1007/s11482-021-09969-9
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    1. Simplice A. Asongu & Nicholas M. Odhiambo, 2021. "Income Levels, Governance and Inclusive Human Development in Sub-Saharan Africa," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 16(1), pages 71-103, February.
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    16. Alexander Joseph Steiner & Stephanie Marie Wright & Taylor Kuhn & Waguih William IsHak, 2017. "Comorbid Social Phobia and Major Depressive Disorder: the Influence of Remission from Depression on Quality of Life and Functioning," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 12(3), pages 719-736, September.
    17. Lisbet S. Lundsberg & Eleanor B. Schwarz & Nicole A. Vilardo & Kimberly A. Yonkers & Aileen M. Gariepy, 2018. "Clinical Validation of PROMIS Global Short Form in Pregnancy," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 13(1), pages 89-103, March.
    18. William Michelson & Ugo Lachapelle, 2016. "Patterns of Walking Among Employed, Urban Canadians: Variations by Commuting Mode, Time of Day, and Days of the Week," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 11(4), pages 1321-1340, December.
    19. Neal Krause & Kenneth I. Pargament, 2017. "Losing My Religion: Exploring the Relationship Between a Decline in Faith and a Positive Affect," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 12(4), pages 885-901, December.
    20. Ahmet Ekici & M. Joseph Sirgy & Dong-Jin Lee & Grace B. Yu & Michael Bosnjak, 2018. "The Effects of Shopping Well-Being and Shopping Ill-Being on Consumer Life Satisfaction," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 13(2), pages 333-353, June.
    21. Lisa Wagner & Fabian Gander & René T. Proyer & Willibald Ruch, 2020. "Character Strengths and PERMA: Investigating the Relationships of Character Strengths with a Multidimensional Framework of Well-Being," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 15(2), pages 307-328, April.
    22. Anastasia Charalampi & Catherine Michalopoulou & Clive Richardson, 2020. "Validation of the 2012 European Social Survey Measurement of Wellbeing in Seventeen European Countries," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 15(1), pages 73-105, March.
    23. Mortenson, Michael J. & Vidgen, Richard, 2016. "A computational literature review of the technology acceptance model," International Journal of Information Management, Elsevier, vol. 36(6), pages 1248-1259.
    24. Yu-Chih Huang & Jen-Son Cheng & Lan Lan Chang, 2020. "Understanding Leisure Trip Experience and Subjective Well-Being: an Illustration of Creative Travel Experience," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 15(4), pages 1161-1182, September.
    25. Klinenberg, E., 2016. "Social Isolation, Loneliness, and Living Alone: Identifying the Risks for Public Health," American Journal of Public Health, American Public Health Association, vol. 106(5), pages 786-787.
    26. Juan Xi & Matthew Lee & William LeSuer & Peter Barr & Katherine Newton & Margaret Poloma, 2017. "Altruism and Existential Well-Being," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 12(1), pages 67-88, March.
    27. M. Joseph Sirgy & Richard J. Estes & Don R. Rahtz, 2018. "Combatting Jihadist Terrorism: A Quality-of-Life Perspective," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 13(4), pages 813-837, December.
    28. Kin Wai Michael Siu & Jia Xin Xiao, 2016. "Quality of Life and Recycling Behaviour in High-Rise Buildings: A Case in Hong Kong," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 11(4), pages 1137-1154, December.
    29. Shang Chun Ma & Kyriaki (Kiki) Kaplanidou, 2017. "Examining the Importance of Legacy Outcomes of Major Sport Events for Host City Residents’ Quality of Life," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 12(4), pages 903-923, December.
    30. Ragnhild Bang Nes & Espen Røysamb, 2017. "Happiness in Behaviour Genetics: An Update on Heritability and Changeability," Journal of Happiness Studies, Springer, vol. 18(5), pages 1533-1552, October.
    31. Jane Southcott & Rohan Nethsinghe, 2019. "Resilient Senior Russian-Australian Voices: “We Live to Sing and Sing to Live”," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 14(1), pages 39-58, March.
    32. Jennifer Hofmann & Sonja Heintz & Dandan Pang & Willibald Ruch, 2020. "Differential Relationships of Light and Darker Forms of Humor with Mindfulness," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 15(2), pages 369-393, April.
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