TY - JOUR
T1 - Factors important for health-related quality of life in men and women
T2 - The population based SCAPIS study
AU - Olsson, Max
AU - Björkelund, Anders J.
AU - Sandberg, Jacob
AU - Blomberg, Anders
AU - Börjesson, Mats
AU - Currow, David
AU - Malinovschi, Andrei
AU - Sköld, Magnus
AU - Wollmer, Per
AU - Torén, Kjell
AU - Östgren, Carl-Johan
AU - Engström, Gunnar
AU - Ekström, Magnus
PY - 2023/11/3
Y1 - 2023/11/3
N2 - 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.
AB - 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.
KW - health-related quality of life
KW - HRQoL
KW - Middle-aged adults
KW - men and women
KW - SCAPIS study
UR - http://www.scopus.com/inward/record.url?scp=85176006546&partnerID=8YFLogxK
U2 - 10.1371/journal.pone.0294030
DO - 10.1371/journal.pone.0294030
M3 - Article
C2 - 37922283
AN - SCOPUS:85176006546
SN - 1932-6203
VL - 18
JO - PLoS One
JF - PLoS One
IS - 11
M1 - e0294030
ER -