Literature DB >> 31857307

Physical activity for people with chronic kidney disease: an international survey of nephrologist practice patterns and research priorities.

Airis Astiani Taryana1, Rathika Krishnasamy1,2, Clara Bohm3,4, Suetonia C Palmer5, Natasha Wiebe6, Neil Boudville7, Jennifer MacRae8,9, Jeff Scott Coombes10, Carmel Hawley11, Nicole Isbel11, Stephanie Thompson12.   

Abstract

OBJECTIVES: People with chronic kidney diseases (CKD) have identified exercise as a research priority. To inform the research agenda, we surveyed nephrologists on their practice patterns, available resources and research priorities for exercise and physical activity (PA) in CKD.
DESIGN: Cross-sectional international survey. SETTING AND PARTICIPANTS: 19-item electronic survey was administered to practising nephrologists with publicly available email addresses in Canada (n=354) and Australia and New Zealand (ANZ) and via newsletters for the Australian and New Zealand Society of Nephrology (n=598). OUTCOMES: Frequency and predictors of exercise and PA counselling in practice and research priorities.
RESULTS: 189 respondents (20% response) completed the survey. Eighty-one per cent of ANZ and 42% of Canadian respondents reported that their renal programmes did not have any exercise programmes or resources. The most frequently reported barrier for exercise programme implementation was a lack of funding (77%). Ninety per cent of respondents thought regular exercise provides 'health benefits' for all CKD stages; 59% reported that exercise counselling was within the nephrologists' scope of practice and 47% reported 'frequently' or 'always' counselling patients. In multivariable analysis, female gender (OR 2.31; 95% CI 1.16 to 4.58) and older age (OR 1.94 per age category increase; 95% CI 1.15 to 3.26) were associated with exercise counselling. Out of 194 research priorities, 65 (34%) were clinical outcomes (cardiovascular parameters) and 30% were patient-reported outcomes (quality of life).
CONCLUSIONS: Most nephrologists consider exercise and PA counselling as within their scope of practice and beneficial but, due to competing priorities, do not regularly counsel patients. This suggests a need for the evaluation of effective and efficient counselling strategies and a role for the routine involvement of exercise specialists in kidney care. Cardiovascular parameters and quality of life were identified as important outcomes for future exercise trials. © Author(s) (or their employer(s)) 2019. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.

Entities:  

Keywords:  chronic kidney disease; exercise; nephrology; physical activity; survey

Mesh:

Year:  2019        PMID: 31857307      PMCID: PMC6936996          DOI: 10.1136/bmjopen-2019-032322

Source DB:  PubMed          Journal:  BMJ Open        ISSN: 2044-6055            Impact factor:   2.692


This study extends the finding of previous studies by highlighting the need to address barriers to exercise counselling beyond the perception of benefit, such as the effectiveness of physician counselling in the chronic kidney disease setting. To better understand participants’ responses, we included free text options. Only nephrologists with publicly available email addresses were surveyed and may not be representative of the nephrologists from each of these countries. Interpretation is limited by participant self-selection and a low response rate. Data on exercise and physical activity counselling were self-reported.

Introduction

Exercise is associated with a range of health benefits in people with chronic kidney disease (CKD).1 Randomised trials have reported that exercise improves physical function, exercise capacity and health-related quality of life.1–3 Despite these demonstrable benefits, physical activity (PA) levels in people with CKD are low,4 5 and the prevalence of sedentary behaviour is approximately twice that of the general population.6 7 In addition, the frequency of exercise and PA counselling among nephrologists has historically been low.5 Across a range of medical specialties, including nephrology, numerous barriers to exercise and PA counselling for physicians have been identified. These barriers include low confidence, the lack of skills, support and time.5 6 8–10 However, physician counselling can play an influential role in improving patients’ PA levels.11 This suggests that for nephrologists, the patient encounter may represent an opportunity to support increased PA levels. In addition, exercise and PA guidelines from professional bodies on cardiovascular health recommend that patients with chronic diseases may benefit from similar targets for PA as the general population. The Kidney Disease Outcomes Quality Initiative clinical practice guidelines recommend that ‘all dialysis patients should be counseled and regularly encouraged by nephrology and dialysis staff to increase their level of physical activity’ (Guideline 14.2).12 The role of exercise in the management of CKD has also been recognised as a top research priority for patients and their caregivers.13 14 Given the importance of this topic for patients and the increase in the evidence base to support the benefits of exercise in CKD,1 2 this study aimed to evaluate contemporary nephrologists’ counselling practice patterns with respect to exercise and PA among patients with CKD, including factors associated with exercise counselling behaviour. As a secondary aim, this study sought to identify nephrologist research priorities in this area.

Materials and methods

Survey development

A survey exploring nephrologists’ practice patterns with respect to exercise and PA among patients with CKD was developed with the input of nine nephrologists from the participating countries (Canada and Australia and New Zealand (ANZ)). Survey items were generated through discussions among nephrologists and the literature.5 The survey was pilot tested on three nephrologists (CB, JM, RK) for length, ease of understanding, transferability of questions among the participating countries and face validity. Changes to the survey as a result of piloting were minor and addressed differences in practice setting and location between countries as well as clarity of phrasing.

Survey participants and administration

Invitations to complete the survey were emailed to practising nephrologists with publicly available email addresses in Canada (n=354) and ANZ and were also advertised in the newsletters for members of the Australian and New Zealand Society of Nephrology (ANZSN) (n=598). We included these three countries as the practice patterns and care delivery that could influence physician behaviour and exercise resources, such as reimbursement models and scope of practice are known to be similar. The contact email explained the purpose of the study and contained a link to access the secure web-based survey. The email and survey were translated into French for francophone participants in Canada. Participants were surveyed electronically between October 2017 and April 2018. Non-responders received two follow-up reminder emails, 2 weeks apart. In ANZ, the survey was considered as an evaluation activity not requiring ethical approval, as defined in the National Health and Medical Research Council guidance document.15 The participant’s decision to complete and return the survey was interpreted as an indication of consent to participate.

Study questionnaire

The final survey consisted of 19 questions related to PA and exercise practice patterns and resources (online supplementary appendix 1) and could be completed in approximately 10 min. We collected data on the participant demographics, years in practice, practice setting and population, and exercise habits. Agreement with counselling statements was measured on a 5-point Likert scale (strongly agree, agree, neutral, disagree, strongly disagree). Participants were asked to identify exercise resources and exercise barriers for individuals with CKD at their centre and to report their counselling practices on exercise and PA. Free text options were available for listing barriers and explaining counselling practices. Participants scored statements related to the benefits and safety of exercise according to the stage of CKD and were asked for their opinion on whether there was evidence in the literature to support regular exercise prescription for all patients with CKD (all stages). To identify research priorities, participants were asked to submit research questions or list knowledge gaps in the role of exercise for individuals with CKD that should be the focus for future research studies.

Data analysis

Due to similarities in practice and care delivery between ANZ, survey responses from these two countries were combined and compared with those of Canadian respondents using Fisher’s exact tests. All analyses were performed in Stata/MP V.15.1 (www.stata.com). Descriptive results are reported as counts and percentages. Missing responses were excluded from the calculation of percentages. Two survey questions, ‘Do you give specific advice on how to increase their level of physical activity?’ and ‘How often do you ask patients about their levels of physical activity?’ were used to divide respondents into a counselling group (if they answered ‘always’ or ‘frequently’) and a (referent) non-counselling group (if they answered ‘occasionally’, ‘infrequently’ or ‘never’). Univariable and multivariable logistic regressions were used to determine which variables were associated with exercise counselling. The multivariable models were fitted using backward elimination, removing variables significant in the univariable model when the Wald p≥0.05. Submitted research questions were reviewed, coded according to the topic and categorised, and the frequency of responses was counted.

Patient and public involvement

Patients and the public were not involved in this survey.

Results

Respondent characteristics

Characteristics of survey respondents are listed in table 1. All survey responses are shown in online supplementary appendix 2. There were 198 respondents, however, nine were excluded as they answered only one question; therefore, 189 survey responses were included in this report: 104 (55%) from Canada and 85 (45%) were from ANZ. The overall response rate was 20%. Sixty-three per cent were between the ages of 35 and 50, 25% were between 51 and 65 and 7% were under 35. Thirty-three per cent were female. Most Canadian (74%) and ANZ respondents (89%) practised in academic centres and public hospitals, respectively. Approximately 5% of respondents provided care for paediatric patients. Overall, 33% reported exercising or doing PA between two and three times per week and 28% reported exercise activity four to five times per week.
Table 1

Participant characteristics, n (%)

CharacteristicAllCanadaANZP value*Missing
Variable189104 (55.0)85 (45.0)
Age (years)0.420 (0)
 <3514 (7.4)5 (4.8)9 (10.6)
 35–50119 (63.0)65 (62.5)54 (63.5)
 51–6548 (25.4)29 (27.9)19 (22.4)
 >658 (4.2)5 (4.8)3 (3.5)
Female63 (33.3)31 (29.8)32 (37.7)0.280 (0)
Years in practice0.010 (0)
 0–531 (16.4)9 (8.7)22 (25.9)
 6–1043 (22.8)26 (25.0)17 (20.0)
 11–1545 (23.8)27 (26.0)18 (21.2)
 16–2034 (18.0)24 (23.1)10 (11.8)
 >2036 (19.1)18 (17.3)18 (21.2)
Setting0 (0)
 Academic77 (74.0)
 Community14 (13.5)
 Mix of academic/community13 (12.5)
 Public76 (89.4)
 Private3 (3.5)
 Mix of public/private6 (7.1)
Population0.500 (0)
 Primarily adult179 (94.7)98 (94.2)81 (95.3)
 Primarily paediatric9 (4.8)6 (5.8)3 (3.5)
 Both adult and paediatric1 (0.5)0 (0.0)1 (1.2)
Personal physical activity0.210 (0)
 Almost never or never7 (3.7)5 (4.8)2 (2.4)
 Less than once a week8 (4.2)6 (5.8)2 (2.4)
 Once a week20 (10.6)12 (11.5)8 (9.4)
 2–3 times/week63 (33.3)27 (25.0)36 (42.4)
 4–5 times/week52 (27.5)29 (27.9)23 (27.1)
 Daily or almost daily39 (20.6)25 (24.0)14 (16.5)

*Fisher’s exact tests comparing Canada to ANZ.

ANZ, Australia and New Zealand.

Participant characteristics, n (%) *Fisher’s exact tests comparing Canada to ANZ. ANZ, Australia and New Zealand.

Resources and barriers

Thirteen per cent of respondents did not know if exercise resources were provided by their renal programme (eg, counselling from an exercise professional, access to classes or equipment) and 61% reported that their centres did not offer any exercise resources for individuals with CKD at any stage. Notably, 81% of ANZ and 42% of Canadian respondents reported that their centres did not have any renal exercise programmes. In Canada, in-centre haemodialysis exercise programmes were the most commonly reported exercise resource for renal patients. Less than 5% of ANZ respondents reported the availability of exercise resources for CKD at any stage. Barriers to exercise programme implementation are shown in figure 1. Overall, the most frequently reported barrier for exercise programme implementation and development was a lack of funding (77%) followed by difficulty with transportation (getting participants to the exercise programme) (36%). Lack of personnel, leadership and expertise were additional frequently mentioned barriers.
Figure 1

Barriers to exercise programme implementation and expansion.

Barriers to exercise programme implementation and expansion.

Nephrologist perception and practice patterns

Nephrologist opinions and practice patterns related to exercise and PA counselling are shown in figure 2. Overall, 59% thought that nephrologists should take ownership in providing exercise counselling and resources to individuals with CKD and 71% thought that it is the kinesiologists/exercise physiologists/physiotherapists’ job. Only 37% and 53% thought that primary care physicians and renal allied health professionals, respectively, should take ownership in providing exercise counselling and resources to patients with CKD. Nearly all respondents (90%) agreed that regular exercise provides ‘health benefits’ for all CKD stages. Additionally, 71% reported ‘frequently’ or ‘always’ asking patients about their PA levels and 47% ‘frequently’ or ‘always’ providing patients with specific advice on exercise. Overall, 81% agreed or strongly agreed that exercise can help with dialysis-related symptoms. The most common reasons for ‘never’ or ‘infrequently’ assessing patients’ PA levels or counselling patients on exercise were a perception that the time would be better spent on other parameters, not knowing the specific exercise prescription and a perception that patients would not follow exercise suggestions from nephrologists because they were not experts in exercise.
Figure 2

Nephrologist perception and practice patterns. CKD, chronic kidney disease.

Nephrologist perception and practice patterns. CKD, chronic kidney disease. Overall, 38% of respondents agreed that sufficient evidence exists to support regular exercise prescription and participation for individuals with CKD and 35% expressed that they did not know whether there is the evidence base to support this. In univariate analysis, respondent’s gender, personal PA level and confidence level to recommend PA were associated with counselling behaviour. In multivariable analysis, we found that female respondents (OR 2.31; 95% CI 1.16 to 4.58), older respondents (OR 1.94 per age category increase; 95% CI 1.15 to 3.26) and confidence level in the ability to recommend exercise (OR 2.63 per category increase; 95% CI 1.79 to 3.86) were associated with counselling. Nephrologists’ self-reported PA was associated with asking patients about their PA levels (OR 1.54 per PA category increase; 95% CI 1.15 to 2.08) but not with providing specific advice on how to increase PA. The other items were dropped from the multivariable model, as they were not significant, including agreement with a sufficient evidence base for exercise in CKD. There were no significant differences in counselling behaviour between countries.

Research priorities

Forty per cent of respondents submitted at least one research question related to the role of exercise for individuals with CKD. A total of 194 research questions were submitted. The research priorities were coded according to the topic and inductively categorised into five broad research topics: clinical outcomes, patient-reported outcomes, exercise prescription, exercise programme implementation and feasibility, and functional outcomes (figure 3). Out of 194 topics, 65 (34%) were clinical outcomes, 59 (30%) were patient-reported outcomes, 26 (13%) were exercise programme implementation and feasibility, 24 (12%) were exercise prescription and 10 (5%) were functional outcomes. Overall, the impact of exercise on clinical outcomes as a future research priority was mentioned most frequently (cardiovascular parameters (22%) and CKD progression (15%)), followed by patient-reported outcomes (quality of life (27%), symptoms (25%) and mental health (25%)). The impact of exercise on mortality was not frequently mentioned as a research priority (14%). Under the category of programme implementation and feasibility, patient motivation (19%) and barriers to interest (19%) were identified as important research questions. The type of exercise (50%) was recognised to be the most important research question within the exercise prescription category. Specifically, the type of exercise that is safe and beneficial for individuals on different dialysis modalities, followed by the type of exercise for patients with advanced CKD, the type of exercise for CKD patients with chronic pain and the type of exercise that is ‘most beneficial’. The specific modality or stage of CKD was specified for only the minority of submitted questions and most commonly, the topic was prioritised as important ‘for all stages of CKD’.
Figure 3

Identified research priorities. CKD, chronic kidney disease; QoL, quality of life.

Identified research priorities. CKD, chronic kidney disease; QoL, quality of life.

Discussion

This study aimed to examine contemporary nephrologists’ perceptions and practice patterns regarding exercise and PA counselling for people with CKD and identify resources, barriers and research priorities. We found that although nearly all nephrologists surveyed (90%) agreed that regular exercise provides ‘health benefits’ for all CKD stages and 59% believed that nephrologists should take ownership in providing exercise counselling and resources, only 47% reported ‘always’ or ‘frequently’ counselling patients to increase PA levels in practice. This is despite the finding that 81% of respondents agreed that exercise could help with dialysis-related symptoms. The gap between agreeing with the benefits of PA and promoting PA in practice is in keeping with a survey of renal health professionals by Greenwood et al.4 In their study, Greenwood et al found the majority (91%) of renal health professionals believed that exercise and PA are an important part of CKD management but only 59% asked and counselled patients with CKD about PA.4 This suggests that the trends and practice patterns have not changed and underscores the importance of addressing the specific barriers to exercise counselling beyond the perception of benefits. Consistent with previous studies, lack of time and the perception that PA was less important than other parameters were common barriers to counselling among nephrologists.5 16 In one study, nurses and nephrologists’ negative perceptions towards counselling were associated with lower self-reported PA in haemodialysis patients.17 We identified additional barriers, which include the perception that patients would not exercise if advised to do so and that counselling would be less effective because nephrologists were not experts in exercise. These findings speak to the need for a greater awareness among nephrologists on the potential impact of exercise counselling and on how to counsel effectively. Although there is a need for more research in CKD on the latter, the type of counselling that has been effective in other populations with chronic conditions could be applied to most individuals with mild to moderate CKD. For example, a specific exercise prescription and goal setting increased exercise adherence in patients with heart failure.18 Employing individual counselling and interactive elements, such as audit and feedback systems, improved PA levels in patients with cancer undergoing treatments.19 It is also important to note that a single exercise counselling session is unlikely to improve PA in individuals with CKD.20 Therefore, in order to change behaviour, there is a need for ongoing support and motivation from dedicated exercise professionals. Along these same lines, exercise professionals have the expertise to inform patients on the specific exercise prescription. Only 38% of respondents agreed that there was a sufficient evidence base to recommend exercise, while 35% expressed that they did not know the literature. This finding appears incongruent with the strong agreement regarding the benefits of exercise but underscores the importance of understanding the difference between the general perception that exercise is ‘good’ versus prescribing it as a therapy to treat a disease-related condition. Although there are expert recommendations on how to prescribe exercise in this population,21 there is a lack of evidence from clinical trials on exercise prescription to address symptoms that are both relevant to renal care and important to patients, such as restless legs syndrome and fatigue. Physicians’ age, gender and confidence level to recommend exercise were found to be important predictors of counselling behaviour. This finding is consistent with a 2010 survey on nephrologists’ counselling practices by Delgado and Johansen5 where older nephrologists were more likely to ask and counsel patients on exercise compared with younger nephrologists. In contrast, we found that although nephrologists’ PA levels were associated with higher odds of asking about PA, there was no association with providing specific advice on how to become more active. As providing specific advice on how to increase PA levels takes time and expertise, this difference is not surprising. An additional aim of this study was to identify the research priorities with respect to exercise in CKD. We found that the questions that nephrologists most commonly identified as important were generally consistent with those identified by non-dialysis CKD and dialysis patients, namely the effect of exercise on the progression of CKD and the effect of exercise on dialysis patients' health, respectively.13 14 These questions underscore patient and physician interest in examining the role of exercise as a therapeutic tool to manage both clinical and patient-reported outcomes. In our survey, the impact of exercise on patient-reported outcomes such as quality of life, symptoms and mental health was frequently mentioned as a research priority for CKD at all stages, which is timely given the recent focus on the importance of patient-reported outcomes and the increasing awareness of exercise as an important issue for patients and their caregivers.14 22 23 Additionally, nephrologists identified research on specific types of exercise prescription for individuals with CKD as a priority, highlighting the need for research comparing different exercise prescriptions in well-defined CKD populations. This study has several limitations that may have affected the generalisability of the results. First, we only surveyed nephrologists with publicly available email addresses in Canada and ANZ and practising nephrologists who were members of the ANZSN. Second, nephrologists with a personal or professional interest in exercise may have been more likely to participate and non-response bias could have influenced the results. Third, the response rate was low; however, a 20% response rate is comparable to other published surveys on this topic as well as response rates from online surveys with clinicians in general.4 24 Lastly, there was a larger response rate from Canada (55%) versus ANZ (45%) and more men than women responded, which may have influenced the findings.

Conclusion

Most nephrologists consider exercise and PA counselling as within their scope of practice and conferring health benefits in CKD, but do not regularly counsel patients. The infrequency of routine counselling may relate to the complexity of practice and competing priorities. Therefore, there needs to be a restructuring of nephrology care to support exercise and PA uptake, such as with the routine involvement of an exercise professional in multidisciplinary kidney care. Given the potential for the physician’s advice to positively influence exercise adoption and the awareness of the importance of exercise counselling skills, more research on how and what to recommend for exercise and PA in people with CKD is needed.
  23 in total

1.  Exercise counselling by family physicians in Canada.

Authors:  Maureen F Kennedy; W H Meeuwisse
Journal:  Prev Med       Date:  2003-09       Impact factor: 4.018

2.  K/DOQI clinical practice guidelines for cardiovascular disease in dialysis patients.

Authors: 
Journal:  Am J Kidney Dis       Date:  2005-04       Impact factor: 8.860

Review 3.  Outcomes of early versus late nephrology referral in chronic kidney disease: a systematic review.

Authors:  Neil A Smart; Thomas T Titus
Journal:  Am J Med       Date:  2011-11       Impact factor: 4.965

Review 4.  What strategies are effective for exercise adherence in heart failure? A systematic review of controlled studies.

Authors:  Stephanie Tierney; Mamas Mamas; Stephen Woods; Martin K Rutter; Martin Gibson; Ludwig Neyses; Christi Deaton
Journal:  Heart Fail Rev       Date:  2012-01       Impact factor: 4.214

5.  Oncology care provider perspectives on exercise promotion in people with cancer: an examination of knowledge, practices, barriers, and facilitators.

Authors:  Michelle Nadler; Daryl Bainbridge; Jennifer Tomasone; Oren Cheifetz; Rosalyn A Juergens; Jonathan Sussman
Journal:  Support Care Cancer       Date:  2017-03-03       Impact factor: 3.603

6.  Deficient counseling on physical activity among nephrologists.

Authors:  Cynthia Delgado; Kirsten L Johansen
Journal:  Nephron Clin Pract       Date:  2010-07-28

7.  Exercise counseling practices among nephrologists caring for patients on dialysis.

Authors:  Kirsten L Johansen; Giorgos K Sakkas; Julie Doyle; Tiffany Shubert; R Adams Dudley
Journal:  Am J Kidney Dis       Date:  2003-01       Impact factor: 8.860

8.  Interaction of healthcare staff's attitude with barriers to physical activity in hemodialysis patients: A quantitative assessment.

Authors:  Giuseppe Regolisti; Umberto Maggiore; Alice Sabatino; Ilaria Gandolfini; Sarah Pioli; Claudia Torino; Filippo Aucella; Adamasco Cupisti; Valentina Pistolesi; Alessandro Capitanini; Giorgia Caloro; Mariacristina Gregorini; Yuri Battaglia; Marcora Mandreoli; Lucia Dani; Giovanni Mosconi; Vincenzo Bellizzi; Biagio Raffaele Di Iorio; Paolo Conti; Enrico Fiaccadori
Journal:  PLoS One       Date:  2018-04-27       Impact factor: 3.240

9.  Determining the research priorities for patients with chronic kidney disease not on dialysis.

Authors:  Brenda R Hemmelgarn; Neesh Pannu; Sofia B Ahmed; Meghan J Elliott; Helen Tam-Tham; Erin Lillie; Sharon E Straus; Maoliosa Donald; Lianne Barnieh; George C Chong; David R Hillier; Kate T Huffman; Andrew C Lei; Berlene V Villanueva; Donna M Young; Elisabeth A Fowler; Braden J Manns; Andreas Laupacis
Journal:  Nephrol Dial Transplant       Date:  2017-05-01       Impact factor: 5.992

10.  Impact of Exercise Counseling on Physical Function in Chronic Kidney Disease: An Observational Study.

Authors:  Clara J Bohm; Leroy J Storsley; Brett M Hiebert; Serena Nelko; Navdeep Tangri; Lawrence J Cheskin; Mara A McAdams-DeMarco; Claudio Rigatto
Journal:  Can J Kidney Health Dis       Date:  2018-02-19
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1.  Clinical practice guideline exercise and lifestyle in chronic kidney disease.

Authors:  Luke A Baker; Daniel S March; Thomas J Wilkinson; Roseanne E Billany; Nicolette C Bishop; Ellen M Castle; Joseph Chilcot; Mark D Davies; Matthew P M Graham-Brown; Sharlene A Greenwood; Naushad A Junglee; Archontissa M Kanavaki; Courtney J Lightfoot; Jamie H Macdonald; Gabriella M K Rossetti; Alice C Smith; James O Burton
Journal:  BMC Nephrol       Date:  2022-02-22       Impact factor: 2.388

2.  A prediction model with lifestyle factors improves the predictive ability for renal replacement therapy: a cohort of 442 714 Asian adults.

Authors:  Min-Kuang Tsai; Wayne Gao; Kuo-Liong Chien; Chih-Cheng Hsu; Chi-Pang Wen
Journal:  Clin Kidney J       Date:  2022-04-30

Review 3.  Frailty in CKD and Transplantation.

Authors:  Elizabeth C Lorenz; Cassie C Kennedy; Andrew D Rule; Nathan K LeBrasseur; James L Kirkland; LaTonya J Hickson
Journal:  Kidney Int Rep       Date:  2021-06-09

4.  Impaired kidney function is associated with lower quality of life among community-dwelling older adults : The screening for CKD among older people across Europe (SCOPE) study.

Authors:  Rada Artzi-Medvedik; Robert Kob; Paolo Fabbietti; Fabrizia Lattanzio; Andrea Corsonello; Yehudit Melzer; Regina Roller-Wirnsberger; Gerhard Wirnsberger; Francesco Mattace-Raso; Lisanne Tap; Pedro Gil; Sara Lainez Martinez; Francesc Formiga; Rafael Moreno-González; Tomasz Kostka; Agnieszka Guligowska; Johan Ärnlöv; Axel C Carlsson; Ellen Freiberger; Itshak Melzer
Journal:  BMC Geriatr       Date:  2020-10-02       Impact factor: 3.921

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