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The impact of a multidisciplinary self-care management program on quality of life, self-care, adherence to anti-hypertensive therapy, glycemic control, and renal function in diabetic kidney disease: A Cross-over Study Protocol
© The Author(s). 2016
Received: 14 January 2016
Accepted: 14 June 2016
Published: 19 July 2016
Diabetic kidney disease, a global health issue, remains associated with high morbidity and mortality. Previous research has shown that multidisciplinary management of chronic disease can improve patient outcomes. The effect of multidisciplinary self-care management on quality of life and renal function of patients with diabetic kidney disease has not yet been well established.
The aim of this study is to evaluate the impact of a multidisciplinary self-care management program on quality of life, self-care behavior, adherence to anti-hypertensive treatment, glycemic control, and renal function of adults with diabetic kidney disease. A uniform balanced cross-over design is used, with the objective to recruit 40 adult participants with diabetic kidney disease, from public and private out-patient settings in French speaking Switzerland. Participants are randomized in equal number into four study arms. Each participant receives usual care alternating with the multidisciplinary self- care management program. Each treatment period lasts three months and is repeated twice at different time intervals over 12 months depending on the cross-over arm. The multidisciplinary self-care management program is led by an advanced practice nurse and adds nursing and dietary consultations and follow-ups, to the habitual management provided by the general practitioner, the nephrologist and the diabetologist. Data is collected every three months for 12 months. Quality of life is measured using the Audit of Diabetes-Dependent Quality of Life scale, patient self-care behavior is assessed using the Revised Summary of Diabetes Self-Care Activities, and adherence to anti-hypertensive therapy is evaluated using the Medication Events Monitoring System. Blood glucose control is measured by the glycated hemoglobin levels and renal function by serum creatinine, estimated glomerular filtration rate and urinary albumin/creatinine ratio. Data will be analyzed using STATA version 14.
The cross-over design will elucidate the responses of individual participant to each treatment, and will allow us to better evaluate the use of such a design in clinical settings and behavioral studies. This study also explores the impact of a theory-based nursing practice and its implementation into a multidisciplinary context.
ClinicalTrials.gov identifier: NCT01967901, registered on the 18th of October 2013.
KeywordsDiabetic nephropathies Diabetic nephropathy Interdisciplinary studies Multidisciplinary care Self-care
Diabetic Kidney Disease (DKD) is becoming a global health concern  that affects largely the elderly population . Despite advances in pharmacology and management strategies, it remains associated with high morbidity and mortality . Non-adherence to the treatment regimen is thought to be the major cause for the poor control and the complications in these patients . Multidisciplinary management of chronic disease has been shown to improve patient outcomes . Up to our knowledge, few studies addressed specifically the multidisciplinary management of DKD and none evaluated the effect of multidisciplinary self-care management on renal function. A multidisciplinary self-care management program (MSMP) could optimize self-care, and improve the outcomes of patients with DKD.
DKD affects approximately 30 to 40 % of diabetic patients [6, 7]. It is a progressive disease associated with multiple co-morbidities, major complications and increased health costs. Its main complications include renal failure, and cardiovascular complications . The frequent hospitalizations associated with the progression of the disease and dialysis increase considerably the health care costs . Further, decreased kidney function was found to be associated with a highly compromised health related quality of life . The management of DKD aims at improving patient outcomes such as functional status, and quality of life , preventing the progression of kidney disease and cardiovascular complications . Patients, with multiple chronic diseases, like DKD, living at home, are expected, on daily basis, to fulfill their own self-care activities . Patients are in general unable to accomplish their self-care effectively without assistance and guidance for acquiring symptom monitoring and interpretation skills, setting priorities and decision making . According to a meta-analysis, chronic disease self-management programs have shown to improve patients’ clinical outcomes, like glycemic control . A recent meta-analysis documented that diabetes mellitus self-management programs may improve the patients quality of life . The use of multidisciplinary management of chronic kidney disease (CKD), have been recommended starting at an early stage of the disease . Several systematic reviews of the literature or meta-analysis confirm the effectiveness of multidisciplinary clinic based nurse-led management programs, multidisciplinary home visit management programs, and multidisciplinary home tele-management programs of various chronic diseases, such as heart failure, diabetes, and kidney disease, in improving one or more patient outcomes such as reducing costs, re-hospitalization rates and mortality, increasing health literacy, and adherence to treatment, ameliorating patients functional status, self- care abilities and quality of life [11, 17–23]. Few of the multidisciplinary chronic disease trials used strategies to improve patient self-care as their primary intervention [24–30]. These studies addressed mainly heart failure patients and did not include home visits in their intervention. One study addressed self-management strategies in the multidisciplinary management of DKD . However, this study did not evaluate the effect of the intervention on kidney function, did not investigate a role for an advanced practice nurse (APN), and did not include home visits. Considering the constant and predicted increase in the aging population, the increasing prevalence of DKD, its clinical significance, and its impact on the daily life of patients and on the health care system, a MSMP is a promising approach for improving patients’ outcomes and stabilizing the kidney function.
The present study is designed to evaluate the impact of a MSMP on quality of life, self-care behavior, adherence to anti-hypertensive treatment, glycemic control, and renal function in adults with DKD. The study protocol adheres to the SPIRIT reporting guidelines. A SPIRIT checklist is provided as an additional file (Additional file 1).
The participants with DKD enrolled in the MSMP demonstrate a significant improvement in their quality of life, self-care behavior, adherence to anti-hypertensive therapy, glycemic control, and renal function as compared to the usual standard care.
A high self-care behavior is associated with a high quality of life and an improved glycemic control.
Study design and setting
Cross-over plan of participants enrolled in the MSMP study
Sequence ABBA (n = 10)
A = UC
B = MSMP
B = MSMP
A = UC
Sequence BAAB (n = 10)
B = MSMP
A = UC
A = UC
B = MSMP
Sequence AABB (n = 10)
A = UC
A = UC
B = MSMP
B = MSMP
Sequence BBAA (n = 10)
B = MSMP
B = MSMP
A = UC
A = UC
Patients who have accepted to participate are enrolled in the study for 12 months. Each participant receives UC twice over three months at different time intervals, depending on the cross-over sequence he or she was assigned to. In addition, each participant receives the MSMP twice over three months at different time intervals. Therefore, participants cross-over every three months for a total of three times as described in Table 1 on “Cross-over plan of participants enrolled in MSMP study”.
Usual care period-UC
During this period, participants receive the UC management that consists of a follow-up by their general practitioner, nephrologist and/or diabetologist. The participants continue to visit their nephrologist every three months, on average. Other healthcare professionals such as a pharmacist, a physiotherapist, a podiatrist, a psychologist, and a social worker may be consulted as needed. Depending on previous hospitalizations or on earlier referrals made by their general practitioner, or diabetologist, participants might have been exposed, prior to the commencement of the study to diabetes education and, or dietary intervention. However, we assume that they have not been exposed to self-care management programs because the self-care management approach of the current study is a pioneer one in the French speaking part of Switzerland.
The multidisciplinary self-care management program period- MSMP
The schedule, description and evaluation of the MSMP sequence-BAAB for patients with DKD
An multidisciplinary self-management program sequence BAAB
Weeks 1 & 41
Weeks 3 & 43
Weeks 5 & 45
Weeks 7 & 47
Weeks 9 & 49
Weeks 11 & 51
Weeks 12 & 52
Weeks 13, 27–28, 39–40, 52–54
Assessment and/or Intervention
Medical visit & Screening
Nurse Home Visit
Nurse Teleph. follow-up
Dietician Clinic Visit
Nurse Home Visit
Dietician Clinic Visit
Nurse Telep. Follow-up
Nurse Clinic Visit
Medical Visit nephrologist or diabetologist
End of the study
Informed consent form
1. Comprehensive initial assessment & evaluation of patients self-care deficits
Priority setting-one goal & contract signing
2. Teaching & Training on self-care
Education on DKD
Education on the risk of hypoglycemia
3. Counseling on self-care development
4. Guiding & support
5. Coordination of Care
6. Follow-up & proactive monitoring
Dietary plan and counseling
Quality of life
Serum cr, eGFR, urinary albumin/cr ratio
The role of the advanced practice nurse- APN
In this MSMP, an APN manages the program and ensures the coordination of care within the program and among the public and the private sector. This person is a nurse and a PhD nursing candidate. The APN role has been fashioned based on Hamric et al. . The APN is based in the CHUV nephrology service. She coordinates the consultations of the dietician and the diabetes specialized nurse. She provides guidance to the diabetes specialized nurse and the dietician, assisting them in tailoring care based on evidenced-based intervention and safeguarding a self-care management approach. She discusses each participants care plan and goals with the diabetes specialized nurse before and after each consultation. In addition, the APN discusses each care plan and patient progress with the study diabetologist and the participant’s nephrologists. Both of these specialty physicians may discuss patient management with the general practitioner and recommend changes in the medication regimen. The APN also coordinates the participant care with other healthcare professionals such as pharmacists, physiotherapists, and social workers, as needed. Due to the dispersion of the multidisciplinary team between public and private sectors, and in order to facilitate the communication flow and ensure timely sharing of participants care information, needs and progress, an electronic application was developed. This application aimed at sending, directly, the specific assessment and follow-up forms filled by the diabetes specialized nurse to the APN and/or the dietician. Due to this immediate sharing of information, the APN is constantly informed and updated on patient care and the diabetes specialized nurse’s comprehensive assessment is available to the dieticians before her first encounter with the participant. In addition, the APN is responsible for the efficacy of the study, its data collection, and management.
The role of the study diabetologist
The multidisciplinary team benefits of a diabetologist who acts as a consultant for the study. This person is a DKD specialist and holds a joint position both in the Service of Diabetes and Endocrinology, and the Service of Nephrology of the CHUV. During the study, she constantly discusses the participants care plan with the APN, as well as with the diabetes specialized nurse and the dietician when necessary. She also discusses participants’ care plan with the respective nephrologist and may recommend a change in the patient’s diabetic medications or antihypertensive regimen.
The role of the diabetes specialized nurse
Orem’s Self-Care Deficit Theory as described in the section entitled “the science of the development and exercise of self-care agency” , was used to inform the diabetes specialized nurse’s role. Specific evidence-based practice nursing assessment and follow-up forms and educational materials were identified and adapted to the purpose of the study and its specific patient population. All of these forms and materials were translated into French, and approved by the study team. In the MSMP, the diabetes specialized nurse institutes a self-care program. Her role consists of providing a comprehensive initial clinical and psychosocial assessment of the participant, an evaluation of the participant medication safety use, and the development of a care plan collaboratively with the participant who will identify a priority treatment goal. The participant rates his or her confidence of potentially attaining the goal and sign a contract with the diabetes specialized nurse. The diabetes specialized nurse then develops nursing interventions that will help the participant meet the goal. Nursing interventions include tailored teaching, counseling and support. All participants receive evidenced based educational material on how to best protect their kidneys, that was conceived for the purpose of the study. Participants are asked to contact the diabetes specialized nurse during working hours for any question related to the MSMP and the emergency department of the CHUV outside working hours.
The role of the dietician
All participants are screened and evaluated by one of the two dieticians of the study. Each receives an individualized dietary care plan. Subsequently, the dietician may recommend to the diabetes specialized nurse to reinforce dietary teaching during nursing follow-ups. The dietician documents the participant’s dietary goal, summarizes the follow-up and communicates it to the diabetes specialized nurse and the APN. The dietician provides the patients with teaching and evidenced based dietary pamphlets developed by the local dietetic association on hyper- and hypoglycemia management, moderate salt diet, potassium content in foods and healthy protein intake.
Identification of eligible patients
Inclusion and exclusion criteria
1. Age 18 and over.
2. Clinical diagnosis of diabetes.
3. Clinical diagnosis of renal disease and an estimated glomerular filtration rate (eGFR) of less than 60 ml/min calculated based on the CKD Epidemiology Collaboration (CKD_EPI) formula and/or an Albumin/Creatinine ratio of 30 mg/mmol or more.
4. Free of cognitive deficit as assessed by the recruiting physician, based on a normal score on the French version of the Short Portable Mental Status Questionnaire . In the case of a patient being diagnosed with a cognitive deficit, the physician ensures patient’ referral or follow-up.
5. Free of psychomotor skills limitations as determined by the recruiting physician based on the physical examination of the patient.
6. Able to read, write and speak in French.
7. Signed informed consent.
1. Terminal illness other than CKD such as cancer or severe heart failure.
2. Planned major surgical procedures.
3. Patient on dialysis.
4. Patient receiving nursing home care visits for the management of diabetes.
The recruiting diabetologists and nephrologists are blinded to the allocation sequence. The allocation sequence was generated by a computer random number generator, allowing equal numbers of patients in the, study four arms, referred to as sequences of follow-up, as shown in Table 1 on “Cross-over plan of participants enrolled in the MSMP study”. Patients who have accepted to participate and signed the written consent, are referred by the recruiting physician to the APN who assigns them chronologically according to the allocation sequence. After patients are assigned to a sequence, the patients and healthcare providers are no more blinded to the intervention sequence.
The primary outcome of the study is quality of life. It is measured using the French version of the Audit of Diabetes-Dependent Quality of life (ADDQoL) measure. The ADDQoL is a self-administered questionnaire constituted of 19 items covering the present quality of life, the impact of diabetes on quality of life, the impact of diabetes on life domains mainly the social life, the physical health, the self-confidence, the motivation feelings about the future, the dependency on others, the living conditions and others (Cronbach α coefficient = 0.947) .
Overview of the MSMP study outcome variables
Dimension (s) measured
Quality of Life
Present Quality of Life
Impact of Diabetes on Quality of Life
Impact of Diabetes on Life Domains
Blood Sugar Testing
Adherence to Antihypertensive Treatment
Patient Clinical Variables
Blood Glucose control
ml/min using CKD_EPI
Urinary Albumin/Creatinine Ratio
Resource Utilization Variable
The MSMP use outside the defined frequency of the intervention
The number of times the participant seek help from the MSMP outside the defined frequency of the intervention
Patient self-care behavior using the French version of the Revised Summary of Diabetes Self-Care Activities (R-SDSCA) which is a self-administered questionnaire, constituted of 10 items covering dietary habits, physical activity, blood glucose monitoring, foot care, and smoking (mean inter-item = 0.47; except for diet mean inter-item = 0.40) .
Adherence to anti-hypertensive therapy using the Medication Events Monitoring System (MEMS) , throughout the study.
Blood glucose control through the measurement of glycated hemoglobin (HbA1c).
Kidney function through the measurement of serum creatinine, eGFR using CKD_EPI formula and urinary albumin/creatinine ratio.
The MSMP use outside the defined frequency through the calculation of the number of times participants seek help from the MSMP team outside the defined frequency.
Data collection and management
Participants are enrolled in the study for 12 months. Measurements are carried out after each follow-up period. A total of four measurement times are required; at baseline (T0), at the end of three months of follow-up (T1), at the end of six months of follow-up (T2), at the end of nine months of follow-up (T3) and at the end of 12 months of follow-up (T4).
The laboratory carrying out the analyses of the blood and urine sample is blinded to the study protocol and patient allocation sequence. The self-administered questionnaires are posted to the patient with return envelops or given to the patient to answer while waiting for his appointment with the physician. Reminder letters are sent to patients who fail to respond to the self-administered questionnaires within a week. Data collection is organized and managed by the APN. Laboratory results are entered by the blinded laboratory personnel and double checked by the APN. Results of the self-administered questionnaire are entered by the APN and overseen by a computer assistant, who is blinded to the patient sequence allocation. The statistician carrying out the data analysis is independent from the study and blinded to the patient allocation sequence.
In order to promote participant retention, the recruiting physician, discusses the study with the patient every three months during the regular follow-up. Also, the study is designed with home visits that would facilitate participation of the patients and thus contributing to study retention.
The data will be analyzed, with intent to treat concept, using SPSS for Windows version 22. Data will be expressed as means ± Standard deviation of the mean, and a p-value of less than 0.05 will be considered statistically significant. Statistics that account for the fact that participants serve as their own control will be performed to detect the changes in variables at each follow-up period. Pearson’s product correlation test will be used to detect possible correlations among variables.
Data is monitored by the ethics committee who requires adverse events reporting, in addition to a yearly interim reporting on the progress of the study, the processes, and the number of drop-outs.
The investigators assume that there will be no risk associated with the study and participants’ psychological and biological integrity will be preserved. Nonetheless, an institutional insurance is obtained from the CHUV. As soon as participants are enrolled in the study, the general practitioner is informed. The study adds an intensive follow-up by a multidisciplinary team and does not alter or interfere with follow-up visits of the general practitioner who continue the participant’s care as planned. At the end of the study, the multidisciplinary team will remain available for follow-up if desired by the general practitioner. The study diabetologist oversees the care plans, ensures participants’ surveillance and will terminate participation if changes in clinical conditions emerge and the participant falls under one or more of the study exclusion criteria.
In order for the nurse’s role to be possible, clinical reasoning skills need to be present, hence, a nurse with 20 years of experience in the field of diabetes care was recruited to the study. Also, the recruited diabetes specialized nurse believes in the intervention, the importance of fostering self-care, and is confident in being able to execute the nursing role as required by the protocol. The diabetes specialized nurse follows up all patients included in the study and throughout the whole study period. To ensure efficacy and internal consistency, care was structured by using electronic forms for data entry on patient assessment and follow-up. All the specific assessment forms and follow-up forms were transformed into electronic questionnaires. Hence, few questions, relevant to the patient assessment, are mandatory in order to proceed to the following questions. Rendering questions mandatory ensures completeness of the comprehensive patient assessment, without missing information. All the verbal communications within the multidisciplinary team is also documented electronically. Each patient signs with the diabetes specialized nurse, a contract describing his or her priority goal. The contract includes a description of the barriers and the plan for attaining the goal.
Patients’ quality of life is our main outcome. Multiple chronic diseases are associated with compromised quality of life . Our patient population suffers from two chronic conditions, i.e., diabetes and kidney disease. Quality of life degrades with the continuous decline of the kidney function . However, improvement of patients’ quality of life is one of the main goals of the management of DKD . A recent meta-analysis documented that diabetes self-management programs may improve patients’ quality of life  and the American Diabetes Association  recommends the measurements of quality of life as an endpoint in diabetes self-care management programs. Considering quality of life as measured by the ADDQoL in patients with complications  as the primary outcome for the estimation of a statistical power and a 20 % improvement on the ADDQoL as clinically significant, at an α of 0.05 & a power of 0.08 for powered statistical tests of significance and the variance for all variables, 32 patients are required to detect a 20 % absolute difference with three months intervals. To compensate for a 20 % expected drop-out rate, a total number of 40 participants is required.
The expected study duration is 36 months.
Confidentiality and data security
Participants’ privacy is respected. Results and personal information are kept confidential. Only the investigators have access to the participants’ data which is coded to ensure confidentiality.
No compensation or retribution for participation in the study is offered. However, the cost of the transportation to the diabetes specialized nurse and the dietician private practice are reimbursed. Blood tests including serum creatinine, eGFR, urinary albumin/creatinine ratio and HbA1c are charged on the study expenses.
Results of the study will show whether a MSMP for patients with DKD improves quality of life and delay the progression of the disease by preserving the kidney function, through optimization of the patient adherence to anti-hypertensive treatment, development of self-care abilities and achievement of an optimal glycemic control. Few studies have employed an experimental prospective design to evaluate multidisciplinary management in DKD to date. Therefore, to elucidate the effect of a multidisciplinary management of DKD, randomized trials are needed. The present study offers to patients with DKD at an early stage of the disease, a six months individualized patient care as part of a multidisciplinary self-care management including clinic and home nursing visits. A balanced cross-over design is used in this study. This design has rarely been used in behavioral and nursing studies. However, cross-over designs are recommended for understanding each patient’s response to different treatments. Thus, it will be possible to better evaluate the efficacy of such designs in clinical settings and behavioral studies. Recruitment from the DKD population is challenging as this population presents multi-morbidities. Adding nursing visits, home visits, dietary visits and telephone follow-ups at a frequency of one every two weeks, is constraining to some patients.
One of the study limitations can be attributed to the role of APN. She delivers the coordination of care as part of the study MSMP intervention and is directly involved in outcome data organization. She is overseeing data collection when not blinded to treatment allocation. However, outcomes measurements were carried out by the participant himself for the self-reported questionnaire and by an independent laboratory for the clinical outcomes. These measures prohibited the APN from influencing data collection directly.
This study will shed the light on an advanced role for nurses in Switzerland. It is also evaluating the impact of integrating a theory based nursing role into practice. The roles of the APN, the diabetes specialized nurse, and the flow of the coordination among all team-members is designed in a way that meets the dynamics of the Swiss healthcare system, while at the same time introducing a new role for nurses. In addition to the usual medically delegated tasks, the nurse has the opportunity to exercise her critical thinking and demonstrate her role in the multidisciplinary team through her assessment, competencies in patient follow-up and coordination of care. One strength of this study is the fostering of collaboration between the public and the private sector in Switzerland. However, this collaboration adds a major challenge to patient care coordination. This is due to the fact that the multidisciplinary team in this study is not based at the same place. Some team members are working in the public sector, some others in the private sector and at differing locations. Therefore, the multidisciplinary team collaboration is “virtual” and proper communication is essential to make up for the lack of a physical setting for encounters and constant exchange. To improve coordination of participants’ visits to different healthcare professionals, the appointments with the dieticians and the diabetes specialized nurse were centralized with the APN. As each of these providers had other patients outside the study to look after, coordination of appointment may present as a limitation. When participants miss an appointment, rescheduling becomes constraining and much exchanging is necessary in order to achieve a successful rescheduling. In an exploratory study, using focus groups with patients with type 2 diabetes mellitus, the lack of individualized and coordinated care were the most often reported perceived barriers to effective implementation of self-care plans . Beyond these difficulties, results of this study will highlight the importance of a multidisciplinary care with self-care management as a primary goal, for ensuring an individualized collaborative approach, in which the patient plays a major role.
ADDQoL, audit of diabetes-dependent quality of life; APN, advanced practice nurse; CHUV, Centre Hospitalier Universitaire Vaudois/University Medical Center Vaud; CKD, chronic kidney disease; CKD_EPI, Chronic Kidney Disease Epidemiology Collaboration; DKD, diabetic kidney disease; eGFR, estimated glomerular filtration rate; HbA1c, glycated hemoglobin; MEMS, Medication Events Monitoring System; MSMP, Multidisciplinary self- care management program; RCT, Randomized controlled trails; R-SDSCA, revised summary of diabetes self-care activities questionnaire; UC, usual care
We would like to thank Dr. Pierluigi Ballabeni for his assistance in the sample size calculation and cross-over expertise. We also thank Régis le Coultre, full time lecturer at HESAV, Christophe Greppin, computer engineer and the HEIG-VD for the development and tailoring of the electronic application for the purpose of our study. We extend our gratitude to the dieticians Chantal Nègre and Sylvie Girardin for their ongoing dedicated dietary follow-up of the study participants. We express our sincere appreciation of Prof. Michel Burnier and the CHUV nephrology service for their continuous support and hosting of the study.
The study is funded by the Fondation Leenaards (http://www.leenaards.ch/#fondation-contact) and HES-SO (http://www.hes-so.ch/en/contact-hes-so-380.html) for the implementation of the intervention, the data collection, analysis and interpretation. Funders provided financial support and had no participation nor authority over the activities related to the study design, implementation, data analysis or publications.
NH designed and developed the protocol, and the manuscript as it represents her PhD thesis subject. MS is the thesis director and AZ is the co-director. Both critically revised, and evaluated the protocol, thus contributed to its final development. Both reviewed thoroughly the manuscript. DT is the diabetes specialized nurse who contributed to the conception of the nursing intervention and is conducting it as part of the MSMP. All authors read approved the final manuscript.
NH is a nursing Phd candidate and a nutritionist.
DT is a diabetes specialized nurse.
MS is nursing theorist and a full time lecturer in nursing.
AZ is the head of the consultation of diabetic nephropathy and responding to the healthcare professionals participating in the study.
The authors declare that they have no competing interests.
Consent for publication
Ethics approval and consent to participate
The canton of Vaud local ethics committee of the French Speaking part of Switzerland has approved of the study on July 10, 2013, as well as of its amendment on March 3, 2014. The APN is responsible for communicating important modification to the protocol to all concerned parties.
Participants are free to withdraw from the study at any time, even after signing the consent form, without any changes to their care.
Dissemination of the results
Results of the study will be publically presented during the thesis defense of the main author. A manuscript of the thesis will be available through the university website. A manuscript of the results will be submitted for publication during autumn 2016.
Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
- Levin A, Stevens LA. Executing change in the management of chronic kidney disease: Perspectives on guidelines and practice. Med Clin North Am. 2005;89(3):701–9.View ArticlePubMedGoogle Scholar
- Zhang QL, Rothenbacher D. Prevalence of chronic kidney disease in population-based studies: Systematic review. BMC Public Health. 2008;8:117. doi:10.1186/1471-2458-8-11.View ArticlePubMedPubMed CentralGoogle Scholar
- United States Renal Data System. USRDS 2012 Annual Data Report: Atlas of Chronic Kidney Disease and End-Stage Renal Disease in the United States. In: National Institutes of Health, National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda, MD. 2013. https://www.usrds.org/atlas12.aspx. Accessed 4 May 2013.
- Donnelly LA, Morris AD, Evans JM, DARTS/MEMO collaboration. Adherence to insulin and its association with glycaemic control in patients with type 2 diabetes. QJM. 2007;100(6):345–50.View ArticlePubMedGoogle Scholar
- van der Wal MH, Jaarsma T, Moser DK, van Gilst WH, van Veldhuisen DJ. Unraveling the mechanisms for heart failure patients’ beliefs about compliance. Heart Lung. 2007;36(4):253–61.View ArticlePubMedGoogle Scholar
- Bo S, Ciccone G, Rosato R, Gancia R, Grassi G, Merletti F, et al. Renal damage in patients with type 2 diabetes: A strong predictor of mortality. Diabet Med. 2005;22(3):258–65.View ArticlePubMedGoogle Scholar
- Gross JL, de Azevedo MJ, Silveiro SP, Canani LH, Caramori ML, Zelmanovitz T. DKD: Diagnosis, prevention, and treatment. Diabetes Care. 2005;28(1):164–76.View ArticlePubMedGoogle Scholar
- Patel T, Charytan DM. Cardiovascular complications in DKD. Semin Dial. 2010;23(2):169–77.View ArticlePubMedGoogle Scholar
- Happich M, Landgraf R, Piehlmeier W, Falkenstein P, Stamenitis S. The economic burden of kidney disease in diabetic patients in Germany in 2002. Diabetes Res Clin Pract. 2008;80(1):34–9.View ArticlePubMedGoogle Scholar
- Abdel-Kader K, Myaskovsky L, Karpov I, Shah J, Hess R, Dew MA, et al. Individual quality of life in chronic kidney disease: Influence of age and dialysis modality. J Am Soc Nephrol: CJASN. 2009;4(4):711–8.View ArticleGoogle Scholar
- Compton A, Provenzano R, Johnson CA. The nephrology nurse’s role in improved care of patients with chronic kidney disease. Nephrol Nurs J. 2002;29(4):331–6.PubMedGoogle Scholar
- Stroebel RJ, Gloor B, Freytag S, Riegert-Johnson D, Smith SA, Huschka T, et al. Adapting the chronic care model to treat chronic illness at a free medical clinic. J Health Care Poor Underserved. 2005;16(2):286–96.View ArticlePubMedGoogle Scholar
- Riegel B, Dickson VV. A situation-specific theory of heart failure self-care. J Cardiovasc Nurs. 2008;23(3):190–6.View ArticlePubMedGoogle Scholar
- Chodosh J, Morton SC, Mojica W, Maglione M, Suttorp MJ, Hilton L, et al. Meta-analysis: Chronic disease self-management programs for older adults. Ann Intern Med. 2005;143(6):427–38.View ArticlePubMedGoogle Scholar
- Cochran J, Conn VS. Meta-analysis of quality of life outcomes following diabetes self-management training. Diabetes Educ. 2008;34(5):815–23.View ArticlePubMedPubMed CentralGoogle Scholar
- Black C, Sharma P, Scotland G, McCullough K, McGurn D, Robertson L, et al. Early referral strategies for management of people with markers of renal disease: A systematic review of the evidence of clinical effectiveness, cost-effectiveness and economic analysis. Health Technol Assess. 2010;14(21):1–184.View ArticlePubMedGoogle Scholar
- Ditewig JB, Blok H, Havers J, van Veenendaal H. Effectiveness of self-management interventions on mortality, hospital readmissions, chronic heart failure hospitalization rate and quality of life in patients with chronic heart failure: A systematic review. Patient Educ Couns. 2010;78(3):297–315.View ArticlePubMedGoogle Scholar
- Gwadry-Sridhar FH, Flintoft V, Lee DS, Lee H, Guyatt GH. A systematic review and meta-analysis of studies comparing readmission rates and mortality rates in patients with heart failure. Arch Intern Med. 2004;164(21):2315–20.View ArticlePubMedGoogle Scholar
- Holland R, Battersby J, Harvey I, Lenaghan E, Smith J, Hay L. Systematic review of multidisciplinary interventions in heart failure. Heart. 2005;91(7):899–906.View ArticlePubMedPubMed CentralGoogle Scholar
- Norris SL, Nichols PJ, Caspersen CJ, Glasgow RE, Engelgau MM, Jack L, et al. The effectiveness of disease and case management for people with diabetes. A systematic review. Am J Prev Med. 2002;22 Suppl 4:15–38.View ArticleGoogle Scholar
- Renders CM, Valk GD, Griffin S, Wagner EH, Eijk JT, Assendelft WJ. Interventions to improve the management of diabetes mellitus in primary care, outpatient and community settings. Cochrane Database Syst Rev. 2009;1(1):CD001481.Google Scholar
- Roccaforte R, Demers C, Baldassarre F, Teo KK, Yusuf S. Effectiveness of comprehensive disease management programs in improving clinical outcomes in heart failure patients. A meta-analysis. Eur J Heart Fail. 2005;7(7):1133–44.View ArticlePubMedGoogle Scholar
- Strand H, Parker D. Effects of multidisciplinary models of care for adult pre-dialysis patients with chronic kidney disease: a systematic review. Int J Evid Based Healthc. 2012;10(1):53–9.View ArticlePubMedGoogle Scholar
- Doughty RN, Wright SP, Pearl A, Walsh HJ, Muncaster S, Whalley GA, et al. Randomized, controlled trial of integrated heart failure management: The auckland heart failure management study. Eur Heart J. 2002;23(2):139–46.View ArticlePubMedGoogle Scholar
- Harrison MB, Browne GB, Roberts J, Tugwell P, Gafni A, Graham ID. Quality of life of individuals with heart failure: A randomized trial of the effectiveness of two models of hospital-to-home transition. Med Care. 2002;40(4):271–82.View ArticlePubMedGoogle Scholar
- Kasper EK, Gerstenblith G, Hefter G, Van Anden E, Brinker JA, Thiemann DR, et al. A randomized trial of the efficacy of multidisciplinary care in heart failure outpatients at high risk of hospital readmission. J Am Coll Cardiol. 2002;39(3):471–80.View ArticlePubMedGoogle Scholar
- La Framboise LM, Todero CM, Zimmerman L, Agrawal S. Comparison of health buddy with traditional approaches to heart failure management. Fam Community Health. 2003;26(4):275–88.View ArticleGoogle Scholar
- Atienza F, Anguita M, Martinez-Alzamora N, Osca J, Ojeda S, Almenar L, et al. Multicenter randomized trial of a comprehensive hospital discharge and outpatient heart failure management program. Eur J Heart Fail. 2004;6(5):643–52.View ArticlePubMedGoogle Scholar
- Hershberger RE, Nauman DJ, Byrkit J, Gillespie G, Lackides G, Toy W, et al. Prospective evaluation of an outpatient heart failure disease management program designed for primary care: The oregon model. J Card Fail. 2005;11(4):293–8.View ArticlePubMedGoogle Scholar
- Nucifora G, Albanese MC, De Biaggio P, Caliandro D, Gregori D, Goss P, et al. Lack of improvement of clinical outcomes by a low-cost, hospital-based heart failure management programme. J Cardiovasc Med (Hagerstown). 2006;7(8):614–22.View ArticleGoogle Scholar
- Steed I, Lankester J, Barnard M, Earle K, Hurel S, Newman S. Evaluation of the UCL diabetes self-management programme (UCL-DSMP): a randomized controlled trial. J Health Psychol. 2005;10(2):261–76.View ArticlePubMedGoogle Scholar
- Bai SG, Lengerich RA. Design and Analysis of Clinical Trials. In: STAT 509. 2015. http://onlinecourses.science.psu.edu/stat509/node/130. Accessed 23 Dec 2015.
- Smith SM, Soubhi H, Fortin M, Hudon C, O’Dowd T. Interventions for improving outcomes in patients with multimorbidity in primary care and community settings. Cochrane Database Syst Rev. 2012; doi:10.1002/14651858.
- American Diabetes Association. Standards of medical care in diabetes-2012. Diabetes Care. 2012;35 Suppl 1:S11–63. doi:10.2337/dc12-s011.Google Scholar
- Morrison F, Shubina M, Turchin A. Encounter frequency and serum glucose level, blood pressure, and cholesterol level control in patients with diabetes mellitus. Arch Intern Med. 2011;171(17):1542–50. doi:10.1001/archinternmed.2011.400.View ArticlePubMedPubMed CentralGoogle Scholar
- Hamric AB, Spross JA, Hanson CM. Advanced Practice Nursing: An Integrative Approach. 4th ed. St. Louis: Saunders Elsevier; 2009.Google Scholar
- Taylor SG, Renpenning K. The science of the development and exercise of self-care agency. In: Taylor SG, Renpenning K, editors. Self-care Science, Nursing Theory, and Evidence-based Practice. 1st ed. New York: Springer Publishing Company, LLC; 2011. p. 61–82.Google Scholar
- Bradley C, Todd C, Gorton T, Symonds E, Martin A, Plowright R. The development of an individualized questionnaire measure of perceived impact of diabetes on quality of life: The ADDQoL. Qual Life Res. 1999;8:79–91.View ArticlePubMedGoogle Scholar
- Toobert DJ, Hampson SE, Glasgow RE. The summary of diabetes self-care activities measure: results from 7 studies and a revised scale. Diabetes Care. 2000;23(7):943–50.View ArticlePubMedGoogle Scholar
- Mallion JM, Dutrey-Dupagne C, Vaur L, Genes N, Renault M, Elkik F, et al. Benefits of electronic pillboxes in evaluating treatment compliance of patients with mild to moderate hypertension. J Hypertens. 1996;14(1):137–44.PubMedGoogle Scholar
- Walker AE. Multiple chronic diseases and quality of life: Patterns emerging from a large national sample, australia. Chronic Illn. 2007;3(3):202–18. doi:10.1177/1742395307081504.View ArticlePubMedGoogle Scholar
- Gorodetskaya I, Zenios S, McCulloch CE, Bostrom A, Hsu CY, Bindman AB, et al. Health-related quality of life and estimates of utility in chronic kidney disease. Kidney Int. 2005;68(6):2801–8. doi:10.1111/j.1523-1755.2005.00752.x.View ArticlePubMedGoogle Scholar
- Ostini R, Dower J, Donald M. The Audit of Diabetes-Dependent Quality of Life 19 (ADDQoL): feasibility, reliability and validity in a population-based sample of Australian adults. Qual Life Res. 2012;21(8):1471–7. doi:10.1007/s11136-011-0043-0.View ArticlePubMedGoogle Scholar
- Nagelkerk J, Reick K, Meengs L. Perceived barriers and effective strategies to diabetes self-management. J Adv Nurs. 2006;54(2):151–8. doi:10.1111/j.1365-2648.2006.03799.x.View ArticlePubMedGoogle Scholar
- Pfeiffer E. A short portable mental status questionnaire for the assessment of organic brain deficit in elderly patients. J Am Geriatr Soc. 1975;23(10):433–41.View ArticlePubMedGoogle Scholar