Factors important for health-related quality of life in men and women: The population based SCAPIS study
(2023) In PLoS ONE 18(11).- Abstract
- Introduction
Health-related quality of life (HRQoL) is essential for human wellbeing, influenced by a complex interplay of factors, and is reported lower in women than men. We aimed to evaluate which factors were the most important for HRQoL in a middle-aged general population.
Methods
This was a cross-sectional, multi-centre study of 29,212 men (48%) and women (52%) aged 50–64 in the general population in Sweden. Physical and mental HRQoL (0–100) was assessed using the Short Form 12 questionnaire, and association was evaluated for 356 variables including demographics, lifestyle, symptoms, physiological measurements, and health conditions. Using machine learning, each variable´s importance for HRQoL was measured by an... (More) - Introduction
Health-related quality of life (HRQoL) is essential for human wellbeing, influenced by a complex interplay of factors, and is reported lower in women than men. We aimed to evaluate which factors were the most important for HRQoL in a middle-aged general population.
Methods
This was a cross-sectional, multi-centre study of 29,212 men (48%) and women (52%) aged 50–64 in the general population in Sweden. Physical and mental HRQoL (0–100) was assessed using the Short Form 12 questionnaire, and association was evaluated for 356 variables including demographics, lifestyle, symptoms, physiological measurements, and health conditions. Using machine learning, each variable´s importance for HRQoL was measured by an importance score, comparable to effect size, and summarised in 54 factors, in men and women separately.
Results
Men and women had similar mean and standard deviation (SD) scores for physical HRQoL (53.4 [SD 8.1] vs 51.4 [9.7]) and mental HRQoL (37.1 [5.0] vs 37.3 [5.4]). The most important factors for physical HRQoL were (importance score) physical activity (40), employment (36), pain (33), sleep (33), and sense of control (26). The most important factors for mental HRQoL were sense of control (18), physical activity (12), depression (12), pain (6), and employment (5).
Conclusions
The factors important for HRQoL identified by this study are likely to be amenable to interventions, and our findings can support prioritising interventions. The identified factors need to be a target even before middle-age to lay the foundation for long and happy lives.
(Less)
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/dce597e3-b0f9-4881-8d09-ba2e0f53954b
- author
- organization
-
- Respiratory Medicine, Allergology, and Palliative Medicine
- Breathlessness and chronic respiratory failure (research group)
- EpiHealth: Epidemiology for Health
- Computational Science for Health and Environment (research group)
- Centre for Environmental and Climate Science (CEC)
- Clinical Physiology and Nuclear Medicine, Malmö (research group)
- LTH Profile Area: Aerosols
- Cardiovascular Research - Epidemiology (research group)
- The Institute for Palliative Care (research group)
- publishing date
- 2023-11-03
- type
- Contribution to journal
- publication status
- published
- subject
- keywords
- livskvalitet
- in
- PLoS ONE
- volume
- 18
- issue
- 11
- article number
- e0294030
- publisher
- Public Library of Science (PLoS)
- external identifiers
-
- pmid:37922283
- scopus:85176006546
- ISSN
- 1932-6203
- DOI
- 10.1371/journal.pone.0294030
- project
- AIR Lund - Artificially Intelligent use of Registers
- language
- English
- LU publication?
- yes
- id
- dce597e3-b0f9-4881-8d09-ba2e0f53954b
- date added to LUP
- 2023-11-06 10:34:24
- date last changed
- 2024-04-17 13:26:26
@article{dce597e3-b0f9-4881-8d09-ba2e0f53954b, abstract = {{Introduction<br/>Health-related quality of life (HRQoL) is essential for human wellbeing, influenced by a complex interplay of factors, and is reported lower in women than men. We aimed to evaluate which factors were the most important for HRQoL in a middle-aged general population.<br/>Methods<br/>This was a cross-sectional, multi-centre study of 29,212 men (48%) and women (52%) aged 50–64 in the general population in Sweden. Physical and mental HRQoL (0–100) was assessed using the Short Form 12 questionnaire, and association was evaluated for 356 variables including demographics, lifestyle, symptoms, physiological measurements, and health conditions. Using machine learning, each variable´s importance for HRQoL was measured by an importance score, comparable to effect size, and summarised in 54 factors, in men and women separately.<br/>Results<br/>Men and women had similar mean and standard deviation (SD) scores for physical HRQoL (53.4 [SD 8.1] vs 51.4 [9.7]) and mental HRQoL (37.1 [5.0] vs 37.3 [5.4]). The most important factors for physical HRQoL were (importance score) physical activity (40), employment (36), pain (33), sleep (33), and sense of control (26). The most important factors for mental HRQoL were sense of control (18), physical activity (12), depression (12), pain (6), and employment (5).<br/>Conclusions<br/>The factors important for HRQoL identified by this study are likely to be amenable to interventions, and our findings can support prioritising interventions. The identified factors need to be a target even before middle-age to lay the foundation for long and happy lives.<br/>}}, author = {{Olsson, Max and Björkelund, Anders J. and Sandberg, Jacob and Blomberg, Anders and Börjesson, Mats and Currow, David and Malinovschi, Andrei and Sköld, Magnus and Wollmer, Per and Torén, Kjell and Östgren, Carl-johan and Engström, Gunnar and Ekström, Magnus}}, issn = {{1932-6203}}, keywords = {{livskvalitet}}, language = {{eng}}, month = {{11}}, number = {{11}}, publisher = {{Public Library of Science (PLoS)}}, series = {{PLoS ONE}}, title = {{Factors important for health-related quality of life in men and women: The population based SCAPIS study}}, url = {{http://dx.doi.org/10.1371/journal.pone.0294030}}, doi = {{10.1371/journal.pone.0294030}}, volume = {{18}}, year = {{2023}}, }