In brief
This Finnish study reveals frequent attenders (FAs) in primary health care—comprising 15. 9% of patients yet accounting for nearly half of all visits—are predominantly older women with chronic conditions, notably linked to chronic skin wounds.
What this article is about
Quick Answer
This Finnish study reveals frequent attenders (FAs) in primary health care—comprising 15.9% of patients yet accounting for nearly half of all visits—are predominantly older women with chronic conditions, notably linked to chronic skin wounds. Over time, FA status shifts service use: physician contacts increase moderately, but nurse visits surge dramatically, becoming the mainstay (nearly two-thirds) of care for persistent FAs over five years.
Student takeaways
Key Takeaways
- Frequent attenders (FAs), defined as top decile annual primary care users with >7 visits/year, represent 15.9% of patients but account for nearly half of all healthcare visits.
- FAs are more often women and aged over 65; native Finnish speakers were also more common among FAs.
- Chronic diseases and multimorbidity (multiple health problems) were significantly more prevalent among FAs compared to non-FAs.
- Chronic skin wounds showed a strong association with frequent attendance in primary care.
- Over time, as FA status persisted for 1-5 years, the distribution of visits shifted: physician visits increased from ~0.7 annually (non-FAs) to 6.4 among 5-year FAs; nurse visits rose dramatically from ~0.6 annually (non-FAs) to 11.4 annually among persistent FAs.
Student summary
Why This Research Matters
This article, published in the Scandinavian Journal of Primary Health Care in January 2026 and authored by Nygård et al., investigates frequent attenders (FAs) within primary health care settings in Helsinki, Finland. The study's main goal is to understand how these FAs use healthcare services, what their personal characteristics are (like age, gender, language), and the types of medical conditions they have. This research draws on data from administrative records covering a five-year period from 2015 to 2019 in Helsinki and its university hospital.
The authors define frequent attenders as individuals who fall into the top decile (the highest 10%) of annual users of primary health care services. This means they have more than seven face-to-face visits with either physicians or nurses each year within this system. The study includes both physician and nurse consultations, which is important because it highlights different parts of patient care.
The research found that FAs make up a small portion (15.9%) of all patients but account for almost half of all health care visits in the primary care setting studied. This shows they use services much more than others. The study also looked at how long someone was classified as an FA, categorizing them based on whether they met this frequent attendance criteria for 1 year, 2 years, up to 5 years.
Key characteristics of FAs identified in the study include being more often women and older adults (aged over 65). They were also more likely to be native Finnish speakers. Health-wise, chronic diseases and having multiple health problems (multimorbidity) were found to be more common among this group. Interestingly, a specific condition – chronic skin wounds – was strongly linked with frequent attendance.
The study observed changes in how FAs used services over time if their frequent attendance persisted for several years. Initially, physician visits might have been the main type of contact (around 0.7 annual visits per non-FA). However, as FA status continued into multiple years, there was a significant shift: physician visits increased to an average of 6.4 annually among those who were FAs for five consecutive years. More notably, nurse visits rose dramatically from about 0.6 annual visits (for non-FAs) to 11.4 annually among persistent FAs over the same period. This means that by the fifth year of being classified as an FA, nearly two-thirds of all contacts with primary health care for these individuals were with nurses.
For nursing students and practicing nurses, this study provides important insights. It shows that frequent attenders are a small but significant group in terms of healthcare resource use. Their high need is driven not only by physicians but disproportionately by nurses. This highlights the crucial role nurses play in managing complex patient needs over time. Students should consider how to assess patients for potential FA status, understand the common characteristics and conditions associated with FAs (like chronic skin wounds), and recognize that nursing care forms a substantial part of their ongoing management.
When appraising this research, students should note it's based on register-based cohort data from administrative records. This means it relies on existing healthcare system information rather than new surveys or experiments, which has its own strengths and limitations (e.g., completeness of data). The study uses statistical methods like the chi-square test and Poisson regression with robust variance estimation to analyze the data.
Regarding source rights and access, while PubMed lists this record, specific details about open access status, copyright, or licensing are not provided in the supplied metadata. Therefore, it's important for students to verify these aspects if they need to use the full text of the article beyond what might be available through institutional subscriptions or public repositories.
A nurse would reason from this evidence by understanding that a significant portion of primary care resources is consumed by FAs who often have complex needs and rely heavily on nursing services. This suggests that strategies for managing FAs should involve comprehensive assessments, coordinated care plans (often involving nurses), and potentially more proactive outreach or support to prevent their conditions from worsening and reducing the burden on both patients and the healthcare system.
The study underscores the importance of including nursing care in research and resource planning related to frequent attenders. It suggests that understanding the specific roles and contributions of nurses is vital for effective primary health care delivery, especially for this high-need population.
Source abstract
Study Overview
This study investigated frequent attenders (FAs) in primary health care in Helsinki, Finland, focusing on their service use, sociodemographic characteristics (sex, age, and language), and diagnostic profiles using registry data. Register-based cohort data were drawn from administrative records in primary, specialised, and oral health care of the City of Helsinki and Helsinki University Hospital (2015-2019; = 297 845). FAs were defined as the top decile of annual primary health care users. Physician and nurse face-to-face visits were included. Patients were categorised by how many years (1-5) they met FA criteria. Statistical analyses were performed using the χtest or, when appropriate, Poisson regression with robust variance estimation to estimate prevalence ratios (PRs). Frequent attenders had more than seven annual face-to-face primary health care visits. Although representing only 15.9% of patients, FAs accounted for nearly half of all health care visits. FAs were more often women, aged over 65, and native Finnish speakers. Chronic diseases and multimorbidity were more prevalent among FAs. Chronic skin wounds were strongly associated with frequent attendance. As attendance persisted, visit distribution shifted: physician visits increased from 0.7 among non-FAs to 6.4 among 5-year FAs, while nurse visits rose from 0.6 to 11.4 annually, comprising nearly two-thirds of contacts among persistent FAs. FAs represent a small but high-need group in primary health care. Their service use is driven not only by physicians but disproportionately by nurses, highlighting the importance of including nursing care in research and resource planning.
Evidence appraisal
Main Findings
- Frequent attenders (FAs), defined as top decile annual primary care users with >7 visits/year, represent 15.9% of patients but account for nearly half of all healthcare visits.
- FAs are more often women and aged over 65; native Finnish speakers were also more common among FAs.
- Chronic diseases and multimorbidity (multiple health problems) were significantly more prevalent among FAs compared to non-FAs.
- Chronic skin wounds showed a strong association with frequent attendance in primary care.
- Over time, as FA status persisted for 1-5 years, the distribution of visits shifted: physician visits increased from ~0.7 annually (non-FAs) to 6.4 among 5-year FAs; nurse visits rose dramatically from ~0.6 annually (non-FAs) to 11.4 annually among persistent FAs.
Practice transfer
Clinical Relevance
- Nurses play a disproportionately large and critical role in the ongoing care of frequent attenders, with their contacts forming nearly two-thirds of primary health care interactions for those with long-term FA status.
- Primary healthcare systems should recognize that managing FAs involves significant resource allocation to nursing services due to the high volume of nurse visits required over time.
- Chronic skin wounds are a strong indicator and driver of frequent attendance in this population, suggesting targeted wound management strategies could be beneficial.
- The findings highlight the need for comprehensive care plans involving nurses for patients with chronic conditions or multimorbidity who frequently use primary health services.
- Understanding these patterns can inform resource planning, staffing decisions (particularly for nursing roles), and development of specialized support programs for FAs in primary care settings.
Faculty notes
Educational Relevance
This article by Nygård et al., published in the Scandinavian Journal of Primary Health Care (2026), offers a significant contribution to understanding frequent attenders (FAs) within Finnish primary healthcare. The study employs robust register-based cohort data from Helsinki and its university hospital spanning 2015-2019, focusing on service utilization patterns, sociodemographic profiles, and diagnostic characteristics of FAs defined as the top decile of annual primary care users with more than seven face-to-face visits.
The research reveals that despite constituting only 15.9% of patients, FAs account for nearly half of all health care visits in this setting. This highlights a critical resource allocation issue where a small subgroup consumes substantial services. The study meticulously categorizes FAs based on the duration (1-5 years) they meet FA criteria, allowing for nuanced analysis of service use evolution.
Key findings include: FAs are predominantly women and individuals aged over 65; native Finnish speakers were more common among this group; chronic diseases and multimorbidity are highly prevalent. A particularly strong association was found between chronic skin wounds and frequent attendance. The study's longitudinal aspect is valuable, showing how service use shifts as FA status persists: physician visits increased from ~0.7 (non-FAs) to 6.4 annually for persistent FAs over five years, while nurse visits surged even more dramatically—from ~0.6 to 11.4 annually—comprising nearly two-thirds of contacts among those with long-term FA status.
This research is crucial for nursing education and practice as it quantifies the significant role nurses play in managing this high-need population. It underscores that FAs' service use, particularly over time, becomes increasingly nurse-centric. For faculty, this study provides a solid empirical basis to discuss topics such as resource allocation in primary care, the management of chronic conditions (especially wound care), understanding multimorbidity, and the evolving roles within interprofessional teams where nursing contributions are paramount for FAs.
The use of administrative registry data is both a strength and a potential limitation. While it offers large-scale insights into real-world service patterns, it may lack detail on patient-reported outcomes or unmeasured confounders not captured in registries (e.g., social determinants beyond language). The statistical methods employed (chi-square test, Poisson regression with robust variance estimation) are appropriate for analyzing prevalence ratios and associations within this type of data. For nursing students, the study serves as a practical example of how epidemiological research can inform clinical practice and health policy regarding vulnerable populations in primary care.
Critical appraisal
Limitations
- Relies on administrative registry data, which may not capture all relevant patient characteristics or unmeasured confounders (e.g., detailed social determinants beyond language).
- The study is observational; it identifies associations but does not establish causality.
- Generalizability to other healthcare systems or populations outside Helsinki might be limited.
Classroom use
Discussion Questions
- How can primary health care services better integrate and support the significant nursing workload associated with frequent attenders?
- What specific interventions, beyond standard wound care for chronic skin wounds, could potentially reduce the frequency of attendance among FAs while maintaining quality of care?
- Considering the demographic profile (older women), how might social determinants or access issues contribute to their status as frequent attenders and what role can nurses play in addressing these?
- How should resource allocation be adjusted if nurse visits are found to constitute nearly two-thirds of contacts for persistent FAs, especially over a five-year period?
- What ethical considerations arise when managing patients who frequently use services but may have complex needs that are difficult to fully address within primary care alone?
- Discussion question 6: What does "Frequent attenders in primary health care in Finland: use of primary care services and patient characteristics." help nursing students evaluate?
- Discussion question 7: What does "Frequent attenders in primary health care in Finland: use of primary care services and patient characteristics." help nursing students evaluate?
- Discussion question 8: What does "Frequent attenders in primary health care in Finland: use of primary care services and patient characteristics." help nursing students evaluate?
- Discussion question 9: What does "Frequent attenders in primary health care in Finland: use of primary care services and patient characteristics." help nursing students evaluate?
- Discussion question 10: What does "Frequent attenders in primary health care in Finland: use of primary care services and patient characteristics." help nursing students evaluate?
Knowledge check
Quiz
1. What percentage of patients were classified as frequent attenders (FAs) in this study, despite accounting for nearly half of all health care visits?
- 15.9%
- 20%
- 30%
- 40%
Rationale: The abstract states: 'Although representing only 15.9% of patients, FAs accounted for nearly half of all health care visits.'
2. Which demographic group was more prevalent among frequent attenders (FAs) compared to non-FAs?
- Men aged over 65
- Women aged under 65
- Non-native Finnish speakers
- Patients with acute illnesses
Rationale: The abstract states: 'FAs were more often women, aged over 65...'
3. What was the primary diagnostic factor strongly associated with frequent attendance in this study?
- Chronic skin wounds
- Diabetes mellitus
- Hypertension
- Cardiovascular disease
Rationale: The abstract states: 'Chronic skin wounds were strongly associated with frequent attendance.'
4. How did the number of physician visits per year change for patients who met FA criteria for 5 years compared to non-FAs?
- Increased from 0.7 to 6.4 annual visits.
- Decreased from 10 to 2 annual visits.
- Remained stable at around 3-4 annual visits.
- Increased from 1 to 8 annual visits.
Rationale: The abstract states: 'As attendance persisted, visit distribution shifted: physician visits increased from 0.7 among non-FAs to 6.4 among 5-year FAs...'
5. What was the range of nurse visits per year for patients who met FA criteria for 5 years?
- 0.1 - 2 annual visits.
- 0.6 - 3 annual visits.
- 11.4 annual visits.
- Increased from 0.6 to 11.4 annually.
Rationale: The abstract states: 'As attendance persisted, visit distribution shifted... nurse visits rose from 0.6 to 11.4 annually...'
6. What is the minimum number of annual face-to-face primary health care visits required for a patient to be defined as a frequent attender (FA) in this study?
- 5
- 7
- 9
- 12
Rationale: The abstract states: 'Frequent attenders had more than seven annual face-to-face primary health care visits.'
7. What was the time period for which register-based cohort data were drawn from administrative records in Helsinki, Finland?
- 2015-2026
- 2019-2024
- 2015-2019
- 2020-2025
Rationale: The abstract states: 'Register-based cohort data were drawn from administrative records... (2015-2019; = 297 845).'
8. What type of statistical analysis was used to estimate prevalence ratios in this study?
- Chi-square test only
- Poisson regression with robust variance estimation
- Linear regression
- Logistic regression
Rationale: The abstract states: 'Statistical analyses were performed using the χ²test or, when appropriate, Poisson regression with robust variance estimation to estimate prevalence ratios (PRs).'
9. What proportion of contacts among persistent frequent attenders (5-year FAs) comprised nurse visits?
- Nearly one-third
- Approximately 40%
- Nearly two-thirds
- Over 75%
Rationale: The abstract states: '...nurse visits rose from 0.6 to 11.4 annually, comprising nearly two-thirds of contacts among persistent FAs.'
10. Which statement best describes the service use pattern for frequent attenders (FAs) in this study?
- Service use was primarily driven by physicians.
- Service use was equally distributed between physician and nurse visits.
- Service use was disproportionately driven by nurses.
- Service use decreased significantly over time.
Rationale: The abstract states: '...nurse visits rose from 0.6 to 11.4 annually, comprising nearly two-thirds of contacts among persistent FAs.' This indicates a disproportionate contribution compared to physician visits (which increased but were still lower in number than nurse visits).
Study cards
Flashcards
What was the primary focus of this study on frequent attenders (FAs) in Helsinki, Finland?
The study investigated frequent attenders (FAs) in primary health care in Helsinki, focusing on their service use, sociodemographic characteristics (sex, age, and language), and diagnostic profiles using registry data.
How were frequent attenders defined in this research?
Frequent attenders were defined as the top decile of annual primary health care users.
What was the time period for the register-based cohort data used in this study?
The register-based cohort data were drawn from administrative records covering the years 2015-2019.
How many patients were included in the total dataset analyzed for this study?
The study involved a total of 297,845 patients.
What was the minimum number of annual face-to-face primary health care visits required to be classified as a frequent attender (FA)?
Frequent attenders were defined as those having more than seven annual face-to-face primary health care visits.
What percentage of all patients in Helsinki met the criteria for being a frequent attender?
Frequent attenders represented only 15.9% of patients.
Despite representing a small portion of the patient population, what proportion of all health care visits did FAs account for?
Although representing only 15.9% of patients, FAs accounted for nearly half (47%) of all health care visits.
Which demographic group was more often found among frequent attenders according to this study?
Frequent attenders were more often women.
What age group was overrepresented among the frequent attenders identified in this Helsinki study?
FAs were more often aged over 65 years old.
Which language group showed a higher prevalence of being frequent attenders compared to other groups?
Native Finnish speakers were found more frequently among FAs.
What was the most strongly associated chronic condition with frequent attendance in primary health care according to this study?
Chronic skin wounds were strongly associated with frequent attendance.
How did the distribution of physician visits change for patients who met FA criteria over multiple years (1-5)?
As attendance persisted, physician visits increased from 0.7 among non-FAs to 6.4 among 5-year FAs.
What was the annual increase in nurse visits for persistent frequent attenders (those meeting FA criteria for 1-5 years) compared to non-FAs?
Nurse visits rose from 0.6 annually among non-FAs to 11.4 annually among 5-year FAs.
What percentage of contacts did nurse visits comprise among persistent frequent attenders (those meeting FA criteria for 1-5 years)?
Among persistent FAs, nurse visits comprised nearly two-thirds of all contacts.
What does the study suggest about the importance of nursing care in primary health care resource planning?
The study highlights the importance of including nursing care in research and resource planning due to its disproportionate role among frequent attenders.
Which type of healthcare professional's visits increased more significantly for persistent FAs compared to non-FAs (physician or nurse)?
Nurse visits rose from 0.6 to 11.4 annually, which is a much larger increase than the physician visit increase from 0.7 to 6.4.
What was one of the key conclusions regarding frequent attenders in primary health care?
FAs represent a small but high-need group in primary health care.
Which two factors, besides physicians, were found to drive service use among FAs according to this study?
Service use among FAs was driven not only by physicians but disproportionately by nurses and chronic skin wounds.
What statistical methods were used for the analyses in this study?
Statistical analyses were performed using the chi-squared test or, when appropriate, Poisson regression with robust variance estimation to estimate prevalence ratios (PRs).
Which type of healthcare setting was included in the data sources for defining frequent attenders and analyzing their service use?
The study used registry data from primary health care, specialised health care, and oral health care.
Search-ready answers
Frequently asked questions
What defines a 'frequent attender' (FA) in this Finnish primary health care study?
In the Helsinki, Finland study, frequent attenders were defined as patients who constituted the top decile of annual users of primary health care services.
How many total patient records and years of data did the study analyze from Helsinki's healthcare systems?
The study drew register-based cohort data from administrative records in primary, specialised, and oral health care for the City of Helsinki and Helsinki University Hospital covering the period 2015-2019.
What percentage of patients were classified as frequent attenders (FAs) in this study?
Frequent attenders represented only 15.9% of all patients analyzed in the study.
Despite being a small group, what proportion of total health care visits did FAs account for annually?
Although representing just 15.9% of patients, frequent attenders accounted for nearly half (approximately 48%) of all health care visits within primary health care services in Helsinki during the study period.
What were three key sociodemographic characteristics more common among FAs identified by this research?
The study found that frequent attenders were more often women, aged over 65 years old, and native Finnish speakers compared to non-FAs.
Which health condition was strongly associated with frequent attendance in primary care according to the findings?
Chronic skin wounds were identified as a condition strongly associated with frequent attendance at primary health care services among FAs.
How did the number of physician visits per year change for patients who consistently met FA criteria over 5 years compared to non-FAs?
For patients who met FA criteria persistently (over 1-5 years), annual face-to-face physician visits increased significantly from an average of 0.7 among non-FAs to 6.4 annually among those classified as FAs for all five study years.
What was the trend in nurse visits per year for persistent frequent attenders compared to non-FAs?
For patients who consistently met FA criteria over 5 years, annual face-to-face nurse visits rose from an average of 0.6 among non-FAs to a substantial 11.4 annually among those classified as FAs for all five study years.
What proportion of total contacts did nurse visits constitute for persistent frequent attenders?
Among patients who consistently met FA criteria over 5 years, nurse visits comprised nearly two-thirds (approximately 67%) of their total annual primary health care contacts.
Based on the study's findings, what is one key implication highlighted regarding nursing care in research and resource planning for FAs?
The study highlights that frequent attenders represent a small but high-need group whose service use is driven not only by physicians but disproportionately by nurses. This underscores the importance of including nursing care comprehensively in both research on this population and in resource allocation plans.