Mobility concepts and access to health care in a rural district in Germany: a mixed methods approach

Remote fitness assessment in younger and middle-aged to older adults: a comparison between laboratory- and videoconference-based assessment of selected measures of physical and cognitive fitness

BACKGROUND

Digital technologies can play an important role in improving the limited accessibility of healthcare services in rural regions (e.g., via remote assessment). However, whether remote fitness assessments (RFA) of selected physical and cognitive fitness parameters are feasible both in younger and older persons and whether they can reproduce laboratory tests needs yet to be established. Thus, this study aimed to address this knowledge gap by investigating the feasibility, and reproducibility of RFA in younger and middle-aged to older adults (MOA).

METHODS

A total of 31 younger adults and 32 MOAs participated in this study. At an interval of seven days, laboratory-based and remote assessments (via videoconferencing software) were conducted which included the quantification of the following parameters: (i) measurement of heart rate variability [HRV]; followed by (ii) cognitive testing to examine the level of attention, executive functions (oral Trail Making Test [A and B]), working memory, verbal short-term memory (digit span memory test and word list test (immediate recall)) and episodic memory (word list test (delayed recall)); followed by (iii) physical fitness assessments including performance tests of balance (balance test), functional strength ability of the lower limbs (5-time-sit-to-stand-test) and endurance capacity (3-min step test). Parameters of absolute and relative reliability were determined to assess the reproducibility of the laboratory-based and remote assessments.

RESULTS

The selected physical and cognitive fitness parameters showed moderate to excellent relative reliability (intraclass correlation coefficient [ICC] = 0.52-0.95). The parameters of absolute reliability (Bland-Altman plot and standard error of measurement [SEM]) provide evidence for good reproducibility of HRV parameters and measures of physical fitness, whereas measures of cognitive fitness showed moderate to good reproducibility. On a descriptive level, the absolute and relative reliability of the selected measures of physical and cognitive fitness did not vary as a function of participants' age.

CONCLUSION

Our results suggest that RFA of selected measures of physical and cognitive fitness is feasible and reproduces corresponding laboratory results to a moderate to excellent level in both younger adults and MOA. Data showed that the reproducibility of laboratory-based and remote assessments is not influenced by the age of the participants. These findings support the use of digital technologies to improve the accessibility of healthcare services (e.g., in remote areas). However, as the reproducibility varies considerably across the different parameters, further studies are needed to evaluate the effects of an optimised standardisation of the remote assessments and confounding factors.

Telehealth in remote Australia: a supplementary tool or an alternative model of care replacing face-to-face consultations?

BACKGROUND

The COVID-19 pandemic increased the use of telehealth consultations by telephone and video around the world. While telehealth can improve access to primary health care, there are significant gaps in our understanding about how, when and to what extent telehealth should be used. This paper explores the perspectives of health care staff on the key elements relating to the effective use of telehealth for patients living in remote Australia.

METHODS

Between February 2020 and October 2021, interviews and discussion groups were conducted with 248 clinic staff from 20 different remote communities across northern Australia. Interview coding followed an inductive approach. Thematic analysis was used to group codes into common themes.

RESULTS

Reduced need to travel for telehealth consultations was perceived to benefit both health providers and patients. Telehealth functioned best when there was a pre-established relationship between the patient and the health care provider and with patients who had good knowledge of their personal health, spoke English and had access to and familiarity with digital technology. On the other hand, telehealth was thought to be resource intensive, increasing remote clinic staff workload as most patients needed clinic staff to facilitate the telehealth session and complete background administrative work to support the consultation and an interpreter for translation services. Clinic staff universally emphasised that telehealth is a useful supplementary tool, and not a stand-alone service model replacing face-to-face interactions.

CONCLUSION

Telehealth has the potential to improve access to healthcare in remote areas if complemented with adequate face-to-face services. Careful workforce planning is required while introducing telehealth into clinics that already face high staff shortages. Digital infrastructure with reliable internet connections with sufficient speed and latency need to be available at affordable prices in remote communities to make full use of telehealth consultations. Training and employment of local Aboriginal staff as digital navigators could ensure a culturally safe clinical environment for telehealth consultations and promote the effective use of telehealth services among community members.

A genetic algorithm-based strategic planning framework for optimising accessibility and costs of general practices in Northland, New Zealand

Shortage of general practitioners (GP) is a challenge worldwide, not only in Europe, but also in countries like New Zealand. Providing primary care in rural areas is especially challenging. In order to support decision makers, it is necessary to first assess the current GP coverage and then to determine different scenarios and plans for the future. In this paper, we first present a thorough overview of related literature on locating GP practices. Second, we propose an approach for assessing the GP coverage and determining future GP locations based on a genetic algorithm framework. As a use case, we have chosen the rural New Zealand region of Northland. We also perform a sensitivity analysis for the main input parameters.

Water, land, and air: how do residents of Brazilian remote rural territories travel to access health services?

BACKGROUND

Ensuring adequate and safe means of travel is essential for maintaining and improving the health and well-being of residents of rural communities worldwide. This article maps costs, distances, travel times, and means of elective and urgent/emergency health transport in Brazilian remote rural municipalities.

METHODS

Multiple case studies were conducted in 27 remote rural municipalities using a qualitative method. A total of 178 key informants (managers, doctors, and nurses) were interviewed. Secondary data from national information systems were analyzed for the socioeconomic characterization, to identify the costs, distances, and travel times. Through the thematic content analysis of the interviews, the means of transport, and strategies developed by managers, professionals and users for their provision were identified.

RESULTS

The costs of traveling between remote rural municipalities and locations where most of specialized and hospital services are centered can compromise a significant part of the families' income. The insufficiency, restriction of days, times, and routes of health transport affects the selection of beneficiaries based on socioeconomic criteria in places of high vulnerability and less investment in road infrastructure. In remote rural municipalities, travelling to seek health care involves inter-municipal and intra-municipal flows, as their territories have dispersed populations. Several means of transport were identified - air, river, and land - which are often used in a complementary way in the same route. Some patients travel for more than 1000 km, with travel times exceeding 20 h, especially in the Amazon region. While the demands for urgent and emergency transport are partially met by national public policy, the same is not true for the elective transport of patients. The impossibility of providing health transport under the exclusive responsibility of the municipalities is identified.

CONCLUSIONS

For the remote rural municipalities populations, the absence of national public policies for sufficient, continuous, and timely provision of transport for health services worsens the cycle of inequities and compromises the assumption of the universal right to health care.

Evaluation of Synchronous and Asynchronous Telemedical Applications in Primary Care in Rural Regions of Northern Germany-Results and Lessons Learned from a Pilot Study

(1) Background: Telemedical applications (TAs) that are centered around General practitioners' (GP) practices could be beneficial for patients in rural areas in order to better their access to care. This could become more and more relevant as specialists favor practicing in more urban regions, leaving GPs as the first medical contact of patients in rural areas. (2) Methods: Three TAs, one synchronous, one asynchronous and one used in delegation were implemented and evaluated in ten GP practices and two specialists' practices in rural areas of northern Germany. (3) Results: Overall satisfaction with the TAs was generally high. GPs as well as specialists were especially satisfied with asynchronous TAs. A number of valuable "Lesson learned" were obtained and can be used as recommendations for further studies, e.g., taking time to identify market-ready technologies prior to implementation, developing dedicated trainings for users, and preparation of a technical support plan. Overall, the benefits of the TAs were rated high for the patients by the medical professionals. (4) Conclusion: Especially asynchronous TAs that are based on existing technology can be successfully implemented into a developing digital health care system such as the one in Germany. The impact on treatment of those TAs needs to be further investigated.

Assessing Telemedicine Efficiency in Follow-up Care With Video Consultations for Patients in Orthopedic and Trauma Surgery in Germany: Randomized Controlled Trial

Background

Telemedicine can help mitigate important health care challenges, such as demographic changes and the current COVID-19 pandemic, in high-income countries such as Germany. It gives physicians and patients the opportunity to interact via video consultations, regardless of their location, thus offering cost and time savings for both sides.

Objective

We aimed to investigate whether telemedicine can be implemented efficiently in the follow-up care for patients in orthopedic and trauma surgery, with respect to patient satisfaction, physician satisfaction, and quality of care.

Methods

We conducted a prospective randomized controlled trial in a German university hospital and enrolled 60 patients with different knee and shoulder conditions. For follow-up appointments, patients received either an in-person consultation in the clinic (control group) or a video consultation with their physician (telemedicine group). Patients’ and physicians’ subsequent evaluations of these follow-up appointments were collected and assessed using separate questionnaires.

Results

On the basis of data from 52 consultations after 8 withdrawals, it was found that patients were slightly more satisfied with video consultations (mean 1.58, SD 0.643) than with in-clinic consultations (mean 1.64, SD 0.569), although the difference was not statistically significant (P=.69). After excluding video consultations marred by technical problems, no significant difference was found in physician satisfaction between the groups (mean 1.47, SD 0.516 vs mean 1.32, SD 0.557; P=.31). Further analysis indicated that telemedicine can be applied to broader groups of patients and that patients who have prior experience with telemedicine are more willing to use telemedicine for follow-up care.

Conclusions

Telemedicine can be an alternative and efficient form of follow-up care for patients in orthopedic and trauma surgery in Germany, and it has no significant disadvantages compared with in-person consultations in the clinic.

Trial Registration

German Clinical Trials Register DRKS00023445; https://www.drks.de/drks_web/navigate.do?navigationId=trial.HTML&TRIAL_ID=DRKS00023445

Health policy analysis on barriers and facilitators for better oral health in German care homes: a qualitative study

OBJECTIVES

To assess possible health policy interventions derived from the theoretical domains framework (TDF) by studying barriers and facilitators on the delivery of oral healthcare and oral hygiene in German care homes using a behavioural change framework.

DESIGN

Qualitative correlational study to evaluate a national intervention programme.

SETTING

Primary healthcare in two care homes in rural Germany.

PARTICIPANTS

Eleven stakeholders participating in the delivery of oral healthcare (hygiene, treatment) to older people, including two care home managers, four section managers, two nurses/carers and three dentists.

INTERVENTIONS

Semistructured interviews conducted in person in the care homes or by phone. A questionnaire developed along the domains of the TDF and the Capabilities, Opportunities and Motivations influencing Behaviours model was used to guide the interviews. Interviews were transcribed and systematised using Mayring's content analysis along the TDF.

RESULTS

860 statements were collected. We identified 19 barriers, facilitators and conflicting themes related to capabilities, 34 to opportunities and 24 to motivation. The lack of access to professional dental care was confirmed by all stakeholders as a major limitation hampering better oral health.

PRIMARY OUTCOME

A range of interventions can be discussed with the methodology we utilised. In our interviews, lack of dentists willing to treat patients at these facilities was the most discussed barrier for improving oral health of nursing home residents.

SECONDARY OUTCOMES

Dentists highlighted the need for better incentives and facilities to deliver oral healthcare in these institutions. Differences with urban settings regarding access to healthcare were frequently discussed by our study participants.

CONCLUSIONS

Within our sample, greater capacitation of care home staff, better financial incentives for dentists and increased cooperation between the two stakeholders should be considered when designing interventions to tackle oral health of care home residents in Germany.

The level of urbanization influences acute ischemic stroke care: A nationwide ecological study from Germany

BACKGROUND AND PURPOSE

Regional differences in acute ischemic stroke (AIS) care are still reported for Germany but not fully understood. We aimed to analyze the impact of the level of urbanization on the application of proved treatment procedures and the incidence of hospitalized AIS cases in Germany.

METHODS

The level of urbanization of the 401 districts and district-free cities in Germany was defined according to the Federal Institute for Building, Urban Affairs and Spatial Research classification. Using nationwide administrative data, the application of intravenous thrombolysis (IVT), mechanical thrombectomy (MT), and the incidence of hospitalizations for AIS, were analyzed according to the place of residence of the patients. Data included all patients hospitalized for AIS in 2019 (n = 224,274) and sociodemographic information of 83,019,213 residents in Germany.

RESULTS

Sparsely populated districts had a significantly higher incidence of hospitalizations for AIS than cities (age-standardized: 271.8 versus 242.3 per 100,000 inhabitants, P < 0.001), but a lower use of MT (5.7% versus 8.4%, P < 0.001). In the adjusted negative binomial regression model, rurality remained an independent predictor for MT use and the incidence of AIS hospitalizations. The proportion of IVT did not significantly differ between sparsely populated districts and cities (15.6% versus 17.2%, P = 0.021).

CONCLUSIONS

Although there is a dense network of stroke units in Germany, the level of urbanization still influences AIS care, as we found a lower proportion of MT and a higher incidence of AIS hospitalizations in Germany's rural areas.

Mobile diagnostics and consultation for the prevention of the metabolic syndrome and its secondary diseases in Brandenburg-study protocol of a regional prospective cohort study: the Mobile Brandenburg Cohort

BACKGROUND

The metabolic syndrome (MetS) is a risk cluster for a number of secondary diseases. The implementation of prevention programs requires early detection of individuals at risk. However, access to health care providers is limited in structurally weak regions. Brandenburg, a rural federal state in Germany, has an especially high MetS prevalence and disease burden. This study aims to validate and test the feasibility of a setup for mobile diagnostics of MetS and its secondary diseases, to evaluate the MetS prevalence and its association with moderating factors in Brandenburg and to identify new ways of early prevention, while establishing a "Mobile Brandenburg Cohort" to reveal new causes and risk factors for MetS.

METHODS

In a pilot study, setups for mobile diagnostics of MetS and secondary diseases will be developed and validated. A van will be equipped as an examination room using point-of-care blood analyzers and by mobilizing standard methods. In study part A, these mobile diagnostic units will be placed at different locations in Brandenburg to locally recruit 5000 participants aged 40-70 years. They will be examined for MetS and advice on nutrition and physical activity will be provided. Questionnaires will be used to evaluate sociodemographics, stress perception, and physical activity. In study part B, participants with MetS, but without known secondary diseases, will receive a detailed mobile medical examination, including MetS diagnostics, medical history, clinical examinations, and instrumental diagnostics for internal, cardiovascular, musculoskeletal, and cognitive disorders. Participants will receive advice on nutrition and an exercise program will be demonstrated on site. People unable to participate in these mobile examinations will be interviewed by telephone. If necessary, participants will be referred to general practitioners for further diagnosis.

DISCUSSION

The mobile diagnostics approach enables early detection of individuals at risk, and their targeted referral to local health care providers. Evaluation of the MetS prevalence, its relation to risk-increasing factors, and the "Mobile Brandenburg Cohort" create a unique database for further longitudinal studies on the implementation of home-based prevention programs to reduce mortality, especially in rural regions.

TRIAL REGISTRATION

German Clinical Trials Register, DRKS00022764 ; registered 07 October 2020-retrospectively registered.

A Space-Time Analysis of Rural Older People's Outdoor Mobility and Its Impact on Self-Rated Health: Evidence from a Taiwanese Rural Village

With the aggravation of rural aging, the well-being and self-rated health level of older people in rural communities are significantly lower than those in urban communities. Past studies hold that mobility is essential to the quality of life of the elderly, and well-being depends on their own adaptation strategies in the built environment. Therefore, this study combines three key factors related to active aging: environment, health and mobility, and assumes that the elderly with good health status will have environmental proactivity and a wider range of daily mobility in a poor rural built environment. This study attempts to track daily mobility by using a space-time path method in time geography and then to explore the relationship between outdoor mobility and older people's self-rated health. A 1-week mobility path survey for 20 senior citizens of Xishi Village, a typical rural village in Taiwan, was conducted by wearing a GPS sports watch. A questionnaire survey and in-depth interviews were done to provide more information about the seniors' personal backgrounds and lifestyles. The results show that when the built environment is unfit to the needs of daily activities, half of the participants can make adjustment strategies to go beyond the neighborhoods defined by administrative units. Correlation analysis demonstrated that mental health is associated with daily moving time and distance. In addition, men have higher self-rated health scores than women, and there are significant statistical differences between married and widowed seniors in daily outing time and distance. This exploratory study suggests that in future research on rural health and active aging in rural areas, understanding the daily outdoor mobility of the elderly can help to assess their health status and living demands and quickly find out whether there is a lack of rural living services or environmental planning.

Evaluation of attitudes towards telemedicine as a basis for successful implementation: A cross-sectional survey among postgraduate trainees in family medicine in Germany

BACKGROUND

By comparison with other countries of the European Union Germany is only middle-ranking in terms of telemedicine usage. There is a relevant gap between the legal framework and the actual state of implementation. Healthcare providers play an important role in this implementation process as they are increasingly confronted with the application of telemedical scenarios. Therefore, the aim of this survey was to determine attitudes towards telemedicine of postgraduate trainees in Family Medicine (FM) in Germany.

METHODS

A cross-sectional survey was conducted between July and October 2016 among postgraduate trainees in FM throughout Germany. The questionnaire covered four topics: attitudes towards telemedicine, barriers for the implementation of telemedicine, assessment of useful telemedical applications and telemedicine scenarios. A descriptive approach was used to analyze the data in order to derive determinants for the implementation of telemedicine.

RESULTS

In total, 388 postgraduate trainees from 13 of the 16 federal states in Germany answered the survey. Seventy-eight percent were female. Participants' mean age was 36 years. The majority of participants believed that only a fraction of the already existing technology in telemedicine is being used (70 %). The largest perceived barrier to telemedicine was data safety concerns. More than half of the participants (54 %) believed that telemedicine would change the doctor-patient relationship. 51 % of the participants were interested in training in telemedicine. In this respect, it is important to note that 27 % of the postgraduate trainees said their willingness to practice in rural areas might be facilitated through the availability of telemedical backup for family physicians.

CONCLUSIONS

Participating trainees in FM in Germany think that the potential for telemedicine is not yet fully exploited. Based on the results of this survey the next steps to be taken for the implementation of telemedicine applications can be addressed.

[Fit for the Future: Development of a seminar on aspects of digitization of healthcare as a contribution of Medical Sociology]

Hintergrund

Im Bereich der Ausbildung von Humanmedizinern wurden Themen der Digitalisierung des Gesundheitssystems bisher kaum adressiert, auch wenn seit 2015 im Nationalen Kompetenzbasierten Lernzielkatalog Medizin (NKLM) hierzu Kompetenzen als Lernziele definiert sind. Zeitgleich nimmt in der öffentlichen Wahrnehmung Telemedizin, als ein Bereich dieser Digitalisierung der einen ergänzenden Zugang zur medizinischen Versorgung bietet, einen zunehmend größeren Raum ein. Ziel war es, Medizinstudierenden im vierten vorklinischen Semester einen ersten Einblick in Telemedizin und weitere Aspekte der Digitalisierung im Gesundheitswesen im Rahmen eines Seminars zu vermitteln.

Methode

Auf der Basis der vorhandenen Literatur wurde ein inhaltlich-didaktisches Konzept für das Seminar „Die Arzt-Patienten-Beziehung im Spannungsfeld technischer Entwicklungen“ im Fach Medizinische Soziologie für Studierende der Humanmedizin der Universität zu Lübeck entwickelt. In Anlehnung an das vier Stufen Modell von Kirkpatrick wurden die Studierenden zu Beginn des Seminars zu Themenwünschen zum Thema Digitalisierung und Telemedizin und zum Abschluss des Seminars zu Einstellungen und Erfahrungen mit Telemedizin befragt.

Ergebnisse

Insgesamt besuchten 184 Studierende aus dem vierten vorklinischen Semester das Seminar. Die Rücklaufquote der Befragungen lag bei 32%. Die am häufigsten gewünschten Themen von Studierenden lauteten „Rechtliche Rahmenbedingungen“, „elektronische Patientenakte“ und „Fernsprechstunde“.

Das Thema Digitalisierung des Gesundheitswesens wurde von 85% der Studierenden als sehr relevant für ihren späteren Beruf eingeschätzt. Ebenfalls 85% der Studierenden wünschten sich eine einfache Bedienung von Geräten, die im Rahmen von Telemedizin eingesetzt werden. Eine größere Unsicherheit wurde von gut einem Drittel der Studierenden mit Bezug auf die Einschätzung des Nutzens von Gesundheits-Apps angegeben.

Schlussfolgerung

Die Inhalte des Seminars treffen auf eine große Nachfrage seitens der Studierenden. Zukünftig sollten Themen rund um die Digitalisierung des Gesundheitssystems vermehrt in der Ausbildung integriert werden. Die identifizierten Unsicherheiten der Studierenden bei der Einschätzung verschiedener telemedizinischer Anwendungen sollten zukünftig adressiert werden.

Activity-specific mobility of adults in a rural region of western Kenya

Improving rural household access to resources such as markets, schools and healthcare can help alleviate poverty in low-income settings. Current models of geographic accessibility to various resources rarely take individual variation into account due to a lack of appropriate data, yet understanding mobility at an individual level is key to knowing how people access their local resources. Our study used both an activity-specific survey and GPS trackers to evaluate how adults in a rural area of western Kenya accessed local resources. We calculated the travel time and time spent at six different types of resource and compared the GPS and survey data to see how well they matched. We found links between several demographic characteristics and the time spent at different resources, and that the GPS data reflected the survey data well for time spent at some types of resource, but poorly for others. We conclude that demography and activity are important drivers of mobility, and a better understanding of individual variation in mobility could be obtained through the use of GPS trackers on a wider scale.

Equity in Health Care: A Qualitative Study with Refugees, Health Care Professionals, and Administrators in One Region in Germany

Introduction. Equity in health is an essential issue and it would appear that it is not guaranteed for all human beings, especially refugee groups. The aim of this qualitative descriptive study was to explore the experiences of refugees, health care professionals, and administrators of refugee health care in a host country.

Methods

The study used qualitative methods which consisted of a convenience sample of stakeholders directly and indirectly involved in care for refugees and refugees themselves. The study participants were located in a rural area in the federal state of Schleswig-Holstein, Germany. Focus groups and interviews were conducted with 25 participants. A semistructured interview guideline was used for the focus groups and interviews. The data were evaluated using qualitative content analysis.

Results

Four main categories were identified which are important for equity in health care: legal aspects, sociocultural aspects, environmental aspects, and communication aspects. Legal frameworks and language barriers were perceived as strong barriers for accessing health care.

Conclusions

The findings suggest that the host countries should address the specific needs of this population group at a systemic and individual level. Based on the views of the participants interviewed it can be concluded that the refugee population group is particularly affected by limited access to health care services. Bureaucratic barriers, unfamiliarity with a new health system, and language issues all contribute to limiting access to health care services.

Barriers and enablers for deprescribing among older, multimorbid patients with polypharmacy: an explorative study from Switzerland

Background

Polypharmacy is an increasing problem, leading to increased morbidity and mortality, especially in older, multimorbid patients. Consequently, there is a need for reduction of polypharmacy. The aim of this study was to explore attitudes, beliefs, and concerns towards deprescribing among older, multimorbid patients with polypharmacy who chose not to pursue at least one of their GP’s offers to deprescribe.

Methods

Exploratory study using telephone interviews among patients of a cluster-randomized study in Northern Switzerland. The interview included a qualitative part consisting of questions in five pre-defined key areas of attitudes, beliefs, and concerns about deprescribing and an open explorative question. The quantitative part consisted of a rating of pre-defined statements in these areas.

Results

Twenty-two of 87 older, multimorbid patients with polypharmacy, to whom their GP offered a drug change, did not pursue all offers. Nineteen of these 22 were interviewed by telephone. The 19 patients were on average 76.9 (SD 10.0) years old, 74% female, and took 8.9 (SD 2.6) drugs per day. Drugs for acid-related disorders, analgesics and anti-inflammatory drugs were the three most common drug groups where patient involvement and the shared-decision-making (SDM) process led to the joint decision to not pursue the GPs offer. Eighteen of 19 patients fully trusted their GP, 17 of 19 participated in SDM even before this study and 8 of 19 perceived polypharmacy as a substantial burden. Conservatism/inertia and fragmented medical care were the main barriers towards deprescribing. No patient felt devalued as a consequence of the deprescribing offer. Our exploratory findings were supported by patients’ ratings of predefined statements.

Conclusion

We identified patient involvement in deprescribing and coordination of care as key issues for deprescribing among older multimorbid patients with polypharmacy. GPs concerns regarding patients’ devaluation should not prevent them from actively discussing the reduction of drugs.

Trial registration

ISRCTN16560559.

Electronic supplementary material

The online version of this article (10.1186/s12875-019-0953-4) contains supplementary material, which is available to authorized users.

Operations research meets need related planning: Approaches for locating general practitioners' practices

BACKGROUND

In most western countries a shortage of general practitioners (GP) exists. Newly qualified GPs often prefer to work in teams rather than in single-handed practices. Therefore, new practices offering these kinds of working conditions will be attractive in the future. From a health care point of view, the location planning of new practices will be a crucial aspect. In this work we studied solutions for locating GP practices in a defined administrative district under different objectives.

METHODS

Using operations research (OR), a research discipline that originated from logistics, different possible locations of GP practices were identified for the considered district. Models were developed under two main basic requirements: that one practice can be reached by as many inhabitants as possible and to cut down the driving time for every district's inhabitant to the next practice location to less than 15 minutes. Input data included the demand (population), driving times and the current GP locations.

RESULTS

Three different models were analysed ranging from one single practice solution to five different practices. The whole administrative district can reach the central community "A" in at most 23 minutes by car. Considering a maximum driving time of 15 minutes, locations in four different cities in the district would be sufficient.

CONCLUSION

Operations research methods can be used to determine locations for (new) GP practices. Depending on the concrete problem different models and approaches lead to varying solutions. These results must be discussed with GPs, mayors and patients to find robust locations regarding future developments.