Heart failure patients’ experiences with continuity of care and its relation to medication adherence: a cross-sectional study
© Uijen et al.; licensee BioMed Central Ltd. 2012
Received: 14 April 2011
Accepted: 14 August 2012
Published: 20 August 2012
A growing number of health care providers are nowadays involved in heart failure care. This could lead to discontinuity and fragmentation of care, thus reducing trust and hence poorer medication adherence. This study aims to explore heart failure patients’ experiences with continuity of care, and its relation to medication adherence.
We collected data from 327 primary care patients with chronic heart failure. Experienced continuity of care was measured using a patient questionnaire and by reviewing patients’ medical records. Continuity of care was defined as a multidimensional concept including personal continuity (seeing the same doctor every time), team continuity (collaboration between care providers in general practice) and cross-boundary continuity (collaboration between general practice and hospital). Medication adherence was measured using a validated patient questionnaire. The relation between continuity of care and medication adherence was analysed by using chi-square tests.
In total, 53% of patients stated not seeing any care provider in general practice in the last year concerning their heart failure. Of the patients who did contact a care provider in general practice, 46% contacted two or more care providers. Respectively 38% and 51% of patients experienced the highest levels of team and cross-boundary continuity. In total, 14% experienced low levels of team continuity and 11% experienced low levels of cross-boundary continuity. Higher scores on personal continuity were significantly related to better medication adherence (p < 0.01). No clear relation was found between team- or cross-boundary continuity and medication adherence.
A small majority of patients that contacted a care provider in general practice for their heart failure, contacted only one care provider. Most heart failure patients experienced high levels of collaboration between care providers in general practice and between GP and cardiologist. However, in a considerable number of patients, continuity of care could still be improved. Efforts to improve personal continuity may lead to better medication adherence.
KeywordsContinuity of care Personal continuity Team continuity Cross-boundary continuity Heart failure Medication adherence
Heart failure is a chronic disease with a high prevalence, reaching 1-2% in western countries . Its burden is expected to rise in the coming decades due to an ageing population and longer survival from cardiovascular disease [1, 2]. Heart failure is associated with major morbidity and high health care costs, due to high hospital admission rates .
Heart failure patients, among other patients with a chronic disease, are known to value continuity of care, in particular seeing the same doctor (personal continuity) . Having a personal care provider is related to more confidence in the care provider [5, 6], more patient satisfaction [6, 7], increased feelings of being helped forward  and higher quality of patient’s life [8, 9].
However, for patients with a chronic disease, recent developments in care can result in lack of continuity. An increasing number of care providers is nowadays involved in their care. Many patients contact several general practitioners (GPs) in one practice and probably also contact several specialists in one department. In addition, nurse physicians and practice nurses are often involved in the care for chronically ill patients. This could lead to discontinuity and fragmentation of care, which in turn may reduce trust and result in poorer medication adherence [10, 11]. Communication and cooperation between all providers involved becomes increasingly important to guarantee continuity [12–15].
Patients experiences with personal continuity are well researched. However, little is known about patients experiences with communication and cooperation between care providers in general practice (team continuity) and between general practice and specialist care (cross-boundary continuity).
The aim of this article is therefore to analyse the degree to which heart failure patients contact their usual care provider (personal continuity) and the degree of communication and cooperation between several care providers involved in the care for these heart failure patients (team and cross-boundary continuity). We will also analyse the relation between continuity of care and patients’ medication adherence, for which the evidence is still inconclusive [10, 11].
In the Netherlands, every patient is enlisted with a GP who functions as a gatekeeper for specialist care. Most heart failure patients in the Netherlands obtain the medical care for their heart failure by their GP on their own initiative. Nurse practitioners have more and more taken over the monitoring of blood pressure and other risk factors.
In the period 2005–2006, we invited 415 general practices in 15 different hospital regions to participate in this study of which 72 GPs in 42 practices agreed to participate. These practices are representative for Dutch practices regarding urbanization rate and type of practice. All patients with a diagnosis of chronic heart failure, according to their GP, were eligible to be included. We excluded patients with a terminal disease, a mental impairment, Dutch language problems or when the GP decided that patients should not be included in the study for other reasons. The study is powered on the primary study outcome ‘health related quality of life’. This article focuses on continuity of care and medication adherence as outcome measures, for which we performed no power calculations. Ethical permission for the study was obtained from the ethics committee Arnhem-Nijmegen. More detailed information regarding this study has been previously published .
Continuity of care
Results of items measuring continuity of care
Personal continuity in general practice
4 or more
1. How many different care providers have you seen in general
practice in the last year for your heart disease? (n = 303)
2. Total number of contacts with general practice in last year
(according to medical record) (n = 245)
Team continuity in general practice
1. The treatment of my heart disease in general practice
goes smoothly (n = 249)
2. The care of the different care providers in general practice
for my heart disease is connected (n = 255)
3. The care providers in general practice often give me
contradictory advice about my heart disease (n = 259)
4. The care providers in general practice involved in the care
for my heart disease communicate well with each other (n = 257)
5. The care providers in general practice involved in the care
for my heart disease have knowledge of my medical record (n = 255)
6. The care providers in general practice involved in the care
for my heart disease have knowledge of previous visits (n = 253)
1. The care of the GP and the cardiologist is connected (n = 191)
2. The GP and the cardiologist often give me contradictory
advice about my heart disease (n = 195)
3. The GP and the cardiologist transfer information about
my heart disease well between each other (n = 195)
4. The GP and the cardiologist communicate well (n = 190)
Personal continuity (1 item): the number of care providers (GPs and/or nurses) that patients saw in general practice for their heart disease in the last year.
To further analyse this dimension of continuity of care, we also reviewed the patients’ medical records for the total number of contacts with the general practice in the last year. Due to limited resources, the collection of medical record data was limited to a random sample of maximum 15 patients per practice.
Team continuity in general practice (6 items): the extent to which care providers (GPs and/or nurses) in general practice have knowledge of the patient and communicate and cooperate with each other.
Cross-boundary continuity (4 items): the extent to which GP and cardiologist communicate and cooperate with each other.
For the domains 2 and 3, responses were recorded on a five-point scale (1 = never, 5 = always). We tested the questionnaire in a sample of Dutch patients with COPD, heart failure or a mental illness and subsequently performed principal factor analysis on the 10 items of domain 2 and 3, which confirmed the two presumed factors (construct validity). The eigenvalues of both factors were 8.064 (team continuity) and 1.135 (cross-boundary continuity). The two factors together explained a total variance of 83.6% (respectively 42.7% and 40.9%).
We measured patients’ medication adherence by using the validated measure of Morisky et al. . This scale measures self-reported intentional (two items) and unintentional (two items) non-adherence to medicines. The items can be answered on a 5-point Likert scale ranging from 1 (no adherence) to 5 (full adherence). Medication adherence was measured as the sum score of the four questions, varying from 4 to a maximum of 20.
Both (anonymous) questionnaires were sent simultaneously by mail. In case of non-response, a reminder was sent after three to four weeks.
First, we explored the results on the items measuring personal, team and cross-boundary continuity. We excluded cases in which half or more of the questions of a specific factor were missing, i.e. 3 or more questions on team continuity or 2 or more questions on cross-boundary continuity. All remaining missing values were imputed by patient’s mean of the non-missing items on the specific factor. The answers on the negatively keyed questions were then recoded.
The total score of team continuity ranged from 6 to a maximum of 30 and the total score of cross-boundary continuity ranged from 4 to a maximum of 20. Due to the wide range in total scores, we sub-classified the total score of team and cross-boundary continuity into 5 subcategories. These categories consisted of the maximum score and subsequently 4 subcategories with an equal range. For team continuity: (1) 30 (max), (2) 24–29, (3) 18–23, (4) 12–17 and (5) 6–11. For cross-boundary continuity: (1) 20 (max), (2) 16–19, (3) 12–15, (4) 8–11 and (5) 4–7.
We sub-classified the total score of team and cross-boundary continuity into 5 subcategories: the maximum score and subsequently 4 equal subcategories.
All analyses were performed using SPSS 16. We analysed the relation between continuity of care and patients’ medication adherence by using chi-square tests. A p-value <0.05 was considered statistically significant.
Analyses were performed both including and excluding the patients that did not have contact with any care provider in general practice in the last year for their heart failure. As the results in both analyses did not differ, we present the analyses including these patients in this article.
Characteristics of the study population (n = 327)
Age, mean (SD)
Levels of experienced continuity
Table 1 shows the results of the items measuring continuity of care. A total of 53% of patients stated not seeing any care provider (GP or nurse) in general practice in the last year for their heart failure. In total, 54% of these patients that did not contact their general practice, did contact a cardiologist in the last year. Based on the medical record review, we found that only 10 patients (4.1%) did not have any contact with a care provider in general practice at all in the last year.
In total, 25% saw one care provider in general practice for their heart failure, 14% saw two care providers and 8% of patients saw 3 or more care providers in general practice.
The questions concerning team continuity and cross-boundary continuity mostly scored positive: each item scored maximum by at least half of the patients.
Total score of team and cross-boundary continuity
Team continuity in general practice (n = 261)
Cross-boundary continuity (n = 195)
Continuity and medication adherence
In total, 74% of patients were fully adherent (score 20), 15% scored 19 points on the medication adherence measure, 7% scored 18 points and 5% scored 17 points or less.
Relation between continuity of care and medication adherence
17 or less
Personal continuity in general practice (p < 0.01)
0 care providers
1 care provider
2 care providers
3 or more care providers
Team continuity in general practice (p = 0.04)
Cross-boundary continuity (p = 0.19)
Based on a self-report, we found that more than half of the patients did not contact any care provider in general practice for their heart failure in the last year, though half of them did have contact with a cardiologist. About half of the patients who did contact general practice, had contact with two or more care providers. Most patients experienced acceptable levels of communication and cooperation between care providers in general practice and between GP and cardiologist, while 10-15% experienced very low levels.
Medication adherence was significantly less in patients who saw three or more care providers. Patients who did not contact any care provider at all in the last year had high levels of medication adherence. Team continuity was related to medication adherence, but in a non-linear way. No relation was found between cross-boundary continuity and medication adherence (p = 0.19).
Implications for practice and research
We found that better personal continuity is also related to better medication adherence. Better medication adherence may lead to lower hospitalization rates, lower morbidity and mortality and lower health care costs [20–23]. Most Dutch heart failure patients experience high levels of personal, team and cross-boundary continuity of care. However, in a considerable amount of patients, personal continuity can be improved in order to achieve more confidence in the care provider, more patient satisfaction and higher quality of patient’s life.
A possible explanation for the relation between personal continuity and medication adherence could be that patients have less trust in care providers when contacting more care providers . Nowadays, an increasing number of care providers work part-time, thus making it more likely for a patient to have contact with more than one care provider. Nevertheless, we think personal continuity can still be improved as most contacts are non-urgent, making it possible to make an appointment with their own care provider.
When more care providers are involved in the care of a patient, we found that team and cross-boundary continuity can be improved in at least 10-15% of patients. Team and cross-boundary continuity can for example be improved by better communication between care providers (e.g. better registration in the electronic medical record and faster communication by mail between general practitioner and specialist).
The importance of the non-linear relationship between team continuity and medication adherence is unknown. It should be interpreted with caution. More research is needed before firm conclusions can be drawn about this relationship.
Comparison with previous studies
We found only two studies investigating the relation between personal continuity and medication adherence. One of them found a positive relation between seeing the care provider who prescribed the medication and medication adherence , while the other study found no relation between the proportion of consultations with the usual physician and medication adherence . We found no studies investigating the relation between team or cross-boundary continuity and medication adherence.
One of the limitations of this study is that 53% of patients answered that they did not see any care provider in general practice in the last year for their heart failure. However, most of these patients did fill in the other continuity questions, which can make the reliability of the answers doubtful. We made the assumption that most of the patients stating not have seen any care provider in general practice in the last year for their heart failure, saw their GP for other disorders in that year during which the GP also monitored their heart failure (e.g. blood pressure). This assumption is strengthened by the fact that, based on the medical record search, only 10 patients (4.1%) did not have any contact at all with a care provider in general practice in the last year. The results of the analyses of the data including and excluding these patients did not differ.
Another limitation is the cross-sectional design of this study. As a consequence, we can only hypothesize about the causality of the relation between continuity and medication adherence and our results should be interpreted with caution.
A last limitation is that the study is powered on the outcome measure ‘health related quality of life’. Possibly, too few patients were included to find a relation between team- or cross-boundary continuity and medication adherence.
A small majority of patients that contacted a care provider in general practice for their heart failure, contacted only one care provider (personal continuity). Most heart failure patients experienced high levels of collaboration between care providers in general practice (team continuity) and between GP and cardiologist (cross-boundary continuity). However, in a considerable amount of patients continuity can still be improved. Efforts to improve personal continuity may lead to better medication adherence.
AU, WvdB and HS are general practitioners, HB is a statistician, AU is also a PhD graduate. MB, MW and HS have a PhD and WvdB is professor of general practice.
- Mosterd A, Hoes AW: Clinical epidemiology of heart failure. Heart. 2007, 93 (9): 1137-1146. 10.1136/hrt.2003.025270.View ArticlePubMedPubMed CentralGoogle Scholar
- Bonneux L, Barendregt JJ, Meeter K, Bonsel GJ, van der Maas PJ: Estimating clinical morbidity due to ischemic heart disease and congestive heart failure: the future rise of heart failure. Am J Public Health. 1994, 84 (1): 20-28. 10.2105/AJPH.84.1.20.View ArticlePubMedPubMed CentralGoogle Scholar
- Westert GP, Lagoe RJ, Keskimaki I, Leyland A, Murphy M: An international study of hospital readmissions and related utilization in Europe and the USA. Health Policy. 2002, 61 (3): 269-278. 10.1016/S0168-8510(01)00236-6.View ArticlePubMedGoogle Scholar
- Schers H, Webster S, van den Hoogen H, Avery A, Grol R, van den Bosch W: Continuity of care in general practice: a survey of patients' views. Br J Gen Pract. 2002, 52 (479): 459-462.PubMedPubMed CentralGoogle Scholar
- Heller KS, Solomon MZ: Continuity of care and caring: what matters to parents of children with life-threatening conditions. J Pediatr Nurs. 2005, 20 (5): 335-346. 10.1016/j.pedn.2005.03.005.View ArticlePubMedGoogle Scholar
- Schers H, van den Hoogen H, Bor H, Grol R, van den Bosch W: Familiarity with a GP and patients' evaluations of care, A cross-sectional study. Fam Pract. 2005, 22 (1): 15-19.View ArticlePubMedGoogle Scholar
- Saultz JW, Albedaiwi W: Interpersonal continuity of care and patient satisfaction: a critical review. Ann Fam Med. 2004, 2 (5): 445-451. 10.1370/afm.91.View ArticlePubMedPubMed CentralGoogle Scholar
- Adair CE, McDougall GM, Mitton CR, Joyce AS, Wild TC, Gordon A, Costigan N, Kowalsky L, Pasmeny G, Beckie A: Continuity of care and health outcomes among persons with severe mental illness. Psychiatr Serv. 2005, 56 (9): 1061-1069. 10.1176/appi.ps.56.9.1061.View ArticlePubMedGoogle Scholar
- Hanninen J, Takala J, Keinanen-Kiukaanniemi S: Good continuity of care may improve quality of life in Type 2 diabetes. Diabetes Res Clin Pract. 2001, 51 (1): 21-27. 10.1016/S0168-8227(00)00198-4.View ArticlePubMedGoogle Scholar
- Brookhart MA, Patrick AR, Schneeweiss S, Avorn J, Dormuth C, Shrank W, van Wijk BL, Cadarette SM, Canning CF, Solomon DH: Physician follow-up and provider continuity are associated with long-term medication adherence: a study of the dynamics of statin use. Arch Intern Med. 2007, 167 (8): 847-852. 10.1001/archinte.167.8.847.View ArticlePubMedGoogle Scholar
- Kerse N, Buetow S, Mainous AG, Young G, Coster G, Arroll B: Physician-patient relationship and medication compliance: a primary care investigation. Ann Fam Med. 2004, 2 (5): 455-461. 10.1370/afm.139.View ArticlePubMedPubMed CentralGoogle Scholar
- Alazri MH, Heywood P, Neal RD, Leese B: UK GPs' and practice nurses' views of continuity of care for patients with type 2 diabetes. Fam Pract. 2007, 24 (2): 128-137. 10.1093/fampra/cmm003.View ArticlePubMedGoogle Scholar
- Haggerty JL, Reid RJ, Freeman GK, Starfield BH, Adair CE, McKendry R: Continuity of care: a multidisciplinary review. BMJ. 2003, 327 (7425): 1219-1221. 10.1136/bmj.327.7425.1219.View ArticlePubMedPubMed CentralGoogle Scholar
- Reid R, Haggerty J, McKendry R: Defusing the confusion: concepts and measures of continuity of health care. 2002, University of Columbia: Prepared for the Canadian Health Services Research Foundation, the Canadian Institute for health information and the advisory committee on health services of the federal/provincial/territorial Deputy Ministers of Health, http://www.chspr.ubc.ca/hpru/pdf/hpru02-6D.pdf,Google Scholar
- Saultz JW: Defining and measuring interpersonal continuity of care. Ann Fam Med. 2003, 1 (3): 134-143. 10.1370/afm.23.View ArticlePubMedPubMed CentralGoogle Scholar
- Bosch M, van der Weijden T, Grol R, Schers H, Akkermans R, Niessen L, Wensing M: Structured chronic primary care and health-related quality of life in chronic heart failure. BMC Health Serv Res. 2009, 9: 104-10.1186/1472-6963-9-104.View ArticlePubMedPubMed CentralGoogle Scholar
- Schers HJ: Continuity of care in general practice. Exploring the balance between personal and informational continuity. 2004, PhD thesis: adboud University Nijmegen Medical Centre, Department of primary careGoogle Scholar
- Uijen AA, Schers HJ, Schellevis FG, van den Bosch WJ: How unique is continuity of care? A review of continuity and related concepts. Fam Pract. 2011, : -10.1093/fampra/cmr104.
- Morisky DE, Green LW, Levine DM: Concurrent and predictive validity of a self-reported measure of medication adherence. Med Care. 1986, 24 (1): 67-74. 10.1097/00005650-198601000-00007.View ArticlePubMedGoogle Scholar
- Ansell BJ: Not getting to goal: the clinical costs of noncompliance. J Manag Care Pharm. 2008, 14 (6 Suppl B): 9-15.PubMedGoogle Scholar
- Berg JS, Dischler J, Wagner DJ, Raia JJ, Palmer-Shevlin N: Medication compliance: a healthcare problem. Ann Pharmacother. 1993, 27 (9 Suppl): S1-S24.PubMedGoogle Scholar
- Horwitz RI, Horwitz SM: Adherence to treatment and health outcomes. Arch Intern Med. 1993, 153 (16): 1863-1868. 10.1001/archinte.1993.00410160017001.View ArticlePubMedGoogle Scholar
- Sokol MC, McGuigan KA, Verbrugge RR, Epstein RS: Impact of medication adherence on hospitalization risk and healthcare cost. Med Care. 2005, 43 (6): 521-530. 10.1097/01.mlr.0000163641.86870.af.View ArticlePubMedGoogle Scholar
- Mainous AG, Baker R, Love MM, Gray DP, Gill JM: Continuity of care and trust in one's physician: evidence from primary care in the United States and the United Kingdom. Fam Med. 2001, 33 (1): 22-27.PubMedGoogle Scholar
- Gill JM, Mainous AG, Diamond JJ, Lenhard MJ: Impact of provider continuity on quality of care for persons with diabetes mellitus. Ann Fam Med. 2003, 1 (3): 162-170. 10.1370/afm.22.View ArticlePubMedPubMed CentralGoogle Scholar
- Gulliford MC, Naithani S, Morgan M: Measuring continuity of care in diabetes mellitus: an experience-based measure. Ann Fam Med. 2006, 4 (6): 548-555. 10.1370/afm.578.View ArticlePubMedPubMed CentralGoogle Scholar
- Hadjistavropoulos HD, Biem HJ, Kowalyk KM: Measurement of continuity of care in cardiac patients: reliability and validity of an in-person questionnaire. Can J Cardiol. 2004, 20 (9): 883-891.PubMedGoogle Scholar
- The pre-publication history for this paper can be accessed here:http://www.biomedcentral.com/1471-2296/13/86/prepub
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