Study design and participants
This study was based on data from the sub-cohort of the Stockholm Public Health Cohort (SPHC). The SPHC is an ongoing cohort study, which was initiated and conducted for the purpose of health surveillance and risk factor assessment as well as for the formulation, planning and evaluation of health policy (Svensson et al. 2013). Three cohorts in SPHC have been identified including cohorts 2002, 2006 and 2010. For each cohort, at baseline a study sample was selected based on an area-stratified randomization, sampling from the eligible population of Stockholm County including adults aged 18–84 years in 2006 and aged ≥18 years in 2010. For the purpose of this study, we included the sub-cohort 2006, which was investigated in 2006 at baseline and followed for 4 years for the register information on health-care utilization. In 2006, a total of 56,634 participants received the questionnaire and 34,707 responded, corresponding to a response rate of 61.3% (Svensson et al. 2013). We excluded those aged <65 years of age (n = 27,994) and those with missing information on geriatric syndromes (n = 13), resulting in a total study population of 6700 participants (19.3%) aged 65 years and above with information on geriatric syndromes at baseline.
Data collection and definitions
Data were collected through post-based questionnaires as well as linked to information from Swedish health registers, i.e. Longitudinal Integrated Database for Health Insurance and Labour Market Studies (LISA, with socio-demographic information since 1990) (Statistics Sweden), the National Patient Register (NPR, covering the national inpatient care since 1987 and outpatient specialist care since 2001) and the Swedish Prescribed Drug Register (SPDR, including all dispensations of prescribed medications since 2005) (The National Board of Health and Welfare).
Exposures
Geriatric syndromes were defined as suffering from any of the following five conditions: insomnia, functional dependence, urinary incontinence, depressive symptoms and vision impairment as per self-reported data in the questionnaires. Insomnia was defined as having light to heavy sleeping problems. Functional dependence was defined as being unable to walk or run 100 m or use stairs. Urinary incontinence was defined as having light to heavy urine leakage. Based on a 12-item general health questionnaire, depressive symptoms were defined as having a score of 3 and above (Kim et al. 2013). Vision impairment was defined as having difficulty in reading or distinguishing text in a newspaper even with glasses.
Outcomes
Health-care utilization was assessed according to number of hospital visits, hospitalized days, outpatient visits and medications annually during follow-up (Axmon et al. 2016). From the Swedish NPR, we identified and calculated the number of hospitalizations and the number of days in hospital for each year. Frequent hospitalizations were defined as an annual number of three or more hospitalizations. Long hospital stay was defined as three or more annual number of days in hospital. Frequent outpatient visits were defined as having more than 10 visits in outpatient specialized care on an annual basis. Based on the SPDR, number of medications was calculated based on the Anatomical Therapeutic Chemical Classification System (ATC) code of five letters during the period of a year. The SPDR covers all dispensations of prescribed medications at pharmacies in Sweden, however, no medications administered during hospitalization or over-the-counter medications. Polypharmacy was defined as having 5 or more medications dispensed within the same year.
Covariates
Data on demographic factors (e.g. age, sex, marital status and country of birth) were collected through post-based questionnaires. Marital status was categorized into married, unmarried, divorced and widowed. Country of birth was grouped into Swedish-born and non-Swedish-born. Multimorbidity at baseline was defined as having at least two diagnoses of any diseases based on diagnoses in the patient register one year prior to baseline.
Statistical analysis
Chi-square tests were performed to compare the baseline characteristics between participants with any geriatric syndromes and those without. Prevalence (%) and 95% confidence interval (CI) of health-care utilization (e.g. frequent hospitalizations, long hospital stay, frequent outpatient visits, polypharmacy) were presented for each year for all participants and in subgroups by geriatric syndromes (Online Resource 1). The prevalence was graphed by years of follow-up for those with and without geriatric syndromes, respectively. Cox regression was performed to assess the association between geriatric syndromes and health-care utilization for each year. The time variable in Cox regression models was included as 1, 2, 3 and 4 for the first, second, third and fourth year, respectively. Three models were performed: model 1 was a crude model; model 2 was adjusted for age, sex, marital status and country of birth; and model 3 was further adjusted for multimorbidity. Hazard ratio (HR) and 95% CI from the three models were presented for the associations between geriatric syndromes and health-care utilization.
IBM SPSS Statistics 26 for Windows (IBM SPSS Inc., Chicago, Illinois, USA) was used for all analyses.