Anders Björkelund
Forskare
Factors important for health-related quality of life in men and women: The population based SCAPIS study
Författare
Summary, in English
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.
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.
Avdelning/ar
- Lungmedicin, allergologi och palliativ medicin
- Andfåddhet och kronisk andningssvikt
- EpiHealth: Epidemiology for Health
- Beräkningsvetenskap för hälsa och miljö
- Centrum för miljö- och klimatvetenskap (CEC)
- Klinisk fysiologi och nuklearmedicin, Malmö
- LTH profilområde: Aerosoler
- Kardiovaskulär forskning - epidemiologi
- Palliativt Utvecklingscentrum
Publiceringsår
2023-11-03
Språk
Engelska
Publikation/Tidskrift/Serie
PLoS ONE
Volym
18
Issue
11
Dokumenttyp
Artikel i tidskrift
Förlag
Public Library of Science (PLoS)
Ämne
- Public Health, Global Health, Social Medicine and Epidemiology
Nyckelord
- livskvalitet
Status
Published
Projekt
- AIR Lund - Artificially Intelligent use of Registers
Forskningsgrupp
- Breathlessness and chronic respiratory failure
- Computational Science for Health and Environment
- Clinical Physiology and Nuclear Medicine, Malmö
- Cardiovascular Research - Epidemiology
- The Institute for Palliative Care
ISBN/ISSN/Övrigt
- ISSN: 1932-6203