Observational studyBMC health services research2018
Which factors lead to frequent attendance in the outpatient sector among individuals in the second half of life? Evidence from a population-based longitudinal study in Germany.
Observational study in BMC health services research, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 3 of them syntheses that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
13 citing papers in PubMed, 3 syntheses or guidelines pooled it, 15 citations in OpenAlex.
- Profile of European frequent attenders in primary health care: a systematic review and meta-analysis.Family practice · 2025Pooled it
- Does a working day keep the doctor away? A critical review of the impact of unemployment and job insecurity on health and social care utilisation.The European journal of health economics : HEPAC : health economics in prevention and care · 2023Pooled it
- Determinants of Frequent Attendance in Primary Care. A Systematic Review of Longitudinal Studies.Frontiers in medicine · 2021Pooled it
- Frequent attenders in primary health care in Finland: use of primary care services and patient characteristics.Scandinavian journal of primary health care · 2026Article
- Rate and Characteristics of Frequent Attenders at Primary Healthcare Centres in Muscat Governorate, Oman:Sultan Qaboos University medical journal · 2026Article
- Frequent users of health services among community-based older Australians: Characteristics and association with mortality.Australasian journal on ageing · 2022Article
- The Frequency of Primary Healthcare Contacts Preceding the Diagnosis of Lower-Extremity Arterial Disease: Do Women Consult General Practice Differently?Journal of clinical medicine · 2022Article
- Factors Contributing to Persistent Frequent Attendance in Primary Care Among the Oldest Old: Longitudinal Evidence From the AgeCoDe-AgeQualiDe Study.Frontiers in medicine · 2022Article
- Risk factors for the frequent attendance of older patients at community health service centers in China: a cross-sectional study based on stratified sampling.BMC family practice · 2021Article
- Determinants of Frequent Attendance in Primary Care. Study Protocol for a Systematic Review of Longitudinal Studies.International journal of environmental research and public health · 2020Article
- Frequent attenders in the German healthcare system: determinants of high utilization of primary care services. Results from the cross-sectional German health interview and examination survey for adults (DEGS).BMC family practice · 2020Article
- Patients with Liver Cirrhosis as Frequent Attenders of Emergency Departments.Emergency medicine international · 2020Article
- Determinants of Postponed Dental Visits Due to Costs: Evidence from the Survey of Health, Ageing, and Retirement in Germany.International journal of environmental research and public health · 2019Article
Corrections and comments
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Authors and funding
2 authors at 1 institution in 1 country.
Funding
Abstract
backgroundDespite only constituting a small percentage of the population, frequent attenders place a tremendous burden on the healthcare system in Germany. Whilst there are some cross-sectional studies that examine the correlates of frequent attendance among older adults, there are only a few longitudinal studies that analyze the factors that lead to frequent attendance among middle-aged or older adults. Thus, the aim of this study was to investigate the factors leading to frequent attendance in the outpatient sector longitudinally.
methodsData was drawn from three waves of a large, population-based sample of community-dwelling individuals aged 40 and above in Germany (n = 1049 in fixed effects regression). Individuals were classified as frequent attenders (GP visits) if they had, on average, visited a GP every second month in the previous 12 months. The same logic was applied for specialist visits.
resultsConditional FE logistic regressions showed that the onset of frequent attendance (GP visits) was negatively associated with age [OR: 0.91, 95% CI: 0.87-0.95], a change in employment status from employed to unemployed [OR: 2.26, 1.17-4.39], decreases in physical functioning [OR: 0.98, 0.97-0.99], worsening self-rated health [OR: 1.40, 1.11-1.78], and increases in physical illnesses [OR: 1.18, 1.06-1.32]. Similarly, the onset of frequent attendance (specialist visits) was associated with age [OR: 0.95, 0.92-0.98], decreases in physical functioning [OR: 0.99, 0.98-1.00], worsening self-rated health [OR: 1.50, 1.25-1.79], and increases in physical illnesses [OR: 1.24, 1.13-1.35].
conclusionsNeed factors in particular were associated with the onset of frequent attendance. This relation did not vary by gender nor education, which may indicate that individuals only start to use health services more frequently when their needs increase.
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