<!DOCTYPE art SYSTEM 'http://www.biomedcentral.com/xml/article.dtd'>
<art>
	<ui>2054-3581-1-3</ui>
	<ji>2054-3581</ji>
	<fm>
		<dochead>Research</dochead>
		<bibl>
			<title>
				<p>An assessment of dialysis provider&#8217;s attitudes towards timing of dialysis initiation in Canada</p>
			</title>
			<aug>
				<au id="A1"><snm>Mann</snm><mi>S</mi><fnm>Bikaramjit</fnm><insr iid="I1"/><email>bikaramjit@gmail.com</email></au>
				<au id="A2"><snm>Manns</snm><mi>J</mi><fnm>Braden</fnm><insr iid="I1"/><email>Braden.Manns@albertahealthservices.ca</email></au>
				<au id="A3"><snm>Dart</snm><fnm>Allison</fnm><insr iid="I2"/><email>ADART@exchange.hsc.mb.ca</email></au>
				<au id="A4"><snm>Kappel</snm><fnm>Joanne</fnm><insr iid="I3"/><email>jekappel@sasktel.ne</email></au>
				<au id="A5"><snm>Molzahn</snm><fnm>Anita</fnm><insr iid="I4"/><email>anita.molzahn@ualberta.ca</email></au>
				<au id="A6"><snm>Naimark</snm><fnm>David</fnm><insr iid="I5"/><email>david.naimark@sunnybrook.ca</email></au>
				<au id="A7"><snm>Nessim</snm><mi>J</mi><fnm>Sharon</fnm><insr iid="I6"/><email>sharonnessim@hotmail.com</email></au>
				<au id="A8"><snm>Soroka</snm><fnm>Steven</fnm><insr iid="I7"/><email>Steven.Soroka@cdha.nshealth.ca</email></au>
				<au id="A9"><snm>Zappitelli</snm><fnm>Michael</fnm><insr iid="I8"/><email>mzaprdr@yahoo.ca</email></au>
				<au id="A10" ca="yes"><snm>Sood</snm><mi>M</mi><fnm>Manish</fnm><insr iid="I9"/><email>Msood99@gmail.com</email></au>
				<au id="A11" type="on_behalf"><cnm>on behalf of the Canadian Kidney Knowledge Translation and Generation Network (CANN-NET)</cnm></au>
			</aug>
			<insg>
				<ins id="I1"><p>Department of Medicine, University of Calgary, Calgary, Alberta, Canada</p></ins>
				<ins id="I2"><p>Manitoba Institute of Child Health, University of Manitoba, Winnipeg, Manitoba, Canada</p></ins>
				<ins id="I3"><p>Saskatoon Health Region, University of Saskatchewan, Saskatoon, Saskatchewan, Canada</p></ins>
				<ins id="I4"><p>Faculty of Nursing, University of Alberta, Edmonton, Alberta, Canada</p></ins>
				<ins id="I5"><p>Division of Nephrology, Sunnybrook and Women&#8217;s College Health Sciences Centre, Toronto, Ontario, Canada</p></ins>
				<ins id="I6"><p>7Jewish General Hospital, McGill University, Montreal, Quebec, Canada</p></ins>
				<ins id="I7"><p>Department of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada</p></ins>
				<ins id="I8"><p>McGill University Health Centre, Montreal Children&#8217;s Hospital, Montreal, Quebec, Canada</p></ins>
				<ins id="I9"><p>The Ottawa Hospital Research Institute, University of Ottawa, Ottawa, Ontario, Canada</p></ins>
			</insg>
			<source>Canadian Journal of Kidney Health and Disease</source>
			<issn>2054-3581</issn>
			<pubdate>2014</pubdate>
			<volume>1</volume>
			<issue>1</issue>
			<fpage>3</fpage>
			<url>http://www.cjkhd.org/content/1/1/3</url>
			<xrefbib><pubid idtype="doi">10.1186/2054-3581-1-3</pubid></xrefbib>
		</bibl>
		<history><rec><date><day>31</day><month>12</month><year>2013</year></date></rec><acc><date><day>21</day><month>2</month><year>2014</year></date></acc><pub><date><day>7</day><month>4</month><year>2014</year></date></pub></history>
		<cpyrt><year>2014</year><collab>Mann et al.; licensee BioMed Central Ltd.</collab><note>This is an Open Access article distributed under the terms of the Creative Commons Attribution License (<url>http://creativecommons.org/licenses/by/4.0</url>), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (<url>http://creativecommons.org/publicdomain/zero/1.0/</url>) applies to the data made available in this article, unless otherwise stated.</note></cpyrt>
		<abs>
				<sec>
					<st>
						<p>Abstract</p>
					</st>
					<sec>
						<st>
							<p>Background</p>
						</st><p>Physicians&#8217; perceptions and opinions may influence when to initiate dialysis.</p>
					</sec>
					<sec>
						<st>
							<p>Objective</p>
						</st><p>To examine providers&#8217; perspectives and opinions regarding the timing of dialysis initiation.</p>
					</sec>
					<sec>
						<st>
							<p>Design</p>
						</st><p>Online survey.</p>
					</sec>
					<sec>
						<st>
							<p>Setting</p>
						</st><p>Community and academic dialysis practices in Canada.</p>
					</sec>
					<sec>
						<st>
							<p>Participants</p>
						</st><p>A nationally-representative sample of dialysis providers.</p>
					</sec>
					<sec>
						<st>
							<p>Measurements and Methods</p>
						</st><p>Dialysis providers opinions assessing reasons to initiate dialysis at low or high eGFR. Responses were obtained using a 9-point Likert scale. Early dialysis was defined as initiation of dialysis in an individual with an eGFR greater than or equal to 10.5 ml/min/m<sup>2</sup>. A detailed survey was emailed to all members of the Canadian Society of Nephrology (CSN) in February 2013. The survey was designed and pre-tested to evaluate duration and ease of administration.</p>
					</sec>
					<sec>
						<st>
							<p>Results</p>
						</st><p>One hundred and forty one (25% response rate) physicians participated in the survey. The majority were from urban, academic centres and practiced in regionally administered renal programs. Very few respondents had a formal policy regarding the timing of dialysis initiation or formally reviewed new dialysis starts (N&#8201;=&#8201;4, 3.1%). The majority of respondents were either neutral or disagreed that late compared to early dialysis initiation improved outcomes (85-88%), had a negative impact on quality of life (89%), worsened AVF or PD use (84-90%), led to sicker patients (83%) or was cost effective (61%). Fifty-seven percent of respondents felt uremic symptoms occurred earlier in patients with advancing age or co-morbid illness. Half (51.8%) of the respondents felt there was an absolute eGFR at which they would initiate dialysis in an asymptomatic patient. The majority of respondents would initiate dialysis for classic indications for dialysis, such as volume overload (90.1%) and cachexia (83.7%) however a significant number chose other factors that may lead them to early dialysis initiation including avoiding an emergency (28.4%), patient preference (21.3%) and non-compliance (8.5%).</p>
					</sec>
					<sec>
						<st>
							<p>Limitations</p>
						</st><p>25% response rate.</p>
					</sec>
					<sec>
						<st>
							<p>Conclusions</p>
						</st><p>Although the majority of nephrologists in Canada who responded followed evidence-based practice regarding the timing of dialysis initiation, knowledge gaps and areas of clinical uncertainty exist. The implementation and evaluation of formal policies and knowledge translation activities may limit potentially unnecessary early dialysis initiation.</p>
					</sec>
				</sec>
			</abs>
			<trans-abs-grp>
			<abs lang="fr">
				<sec>
					<st>
						<p>R&#233;sum&#233;</p>
					</st>
					<sec>
						<st>
							<p>Contexte</p>
						</st><p>Les perceptions et opinions des m&#233;decins peuvent influencer le moment d&#8217;initiation de la dialyse.</p>
					</sec>
					<sec>
						<st>
							<p>Objectif</p>
						</st><p>Examiner les perspectives et opinions des m&#233;decins relatives au moment d&#8217;initiation de la dialyse.</p>
					</sec>
					<sec>
						<st>
							<p>Type d&#8217;&#233;tude</p>
						</st><p>Sondage en ligne.</p>
					</sec>
					<sec>
						<st>
							<p>&#201;chantillon</p>
						</st><p>Unit&#233;s de dialyse communautaires et acad&#233;miques au Canada.</p>
					</sec>
					<sec>
						<st>
							<p>Participants</p>
						</st><p>Un &#233;chantillon repr&#233;sentatif de m&#233;decins au Canada.</p>
					</sec>
					<sec>
						<st>
							<p>M&#233;thodes et instruments de mesure</p>
						</st><p>Nous avons recueilli les opinions des professionnels impliqu&#233;s en dialyse sur l'initiation de la dialyse bas&#233;e sur le niveau de eDGF (inf&#233;rieur ou sup&#233;rieur &#224; 10,5 mL/min/m<sup>2</sup>) gr&#226;ce &#224; un sondage envoy&#233; &#224; tous les membres de la Soci&#233;t&#233; canadienne de n&#233;phrologie en f&#233;vrier 2013. Les r&#233;ponses aux questions &#233;taient exprim&#233;es par une &#233;chelle de Likert &#224; 9 cat&#233;gories. Nous avons pr&#233;alablement test&#233; le sondage afin d'&#233;valuer sa dur&#233;e et sa facilit&#233; d'administration. L'initiation pr&#233;coce de la dialyse &#233;tait d&#233;finie par un d&#233;but de dialyse en pr&#233;sence d'un eDGF sup&#233;rieur ou &#233;gal &#224; 10,5 mL/min/m<sup>2</sup>.</p>
					</sec>
					<sec>
						<st>
							<p>R&#233;sultats</p>
						</st><p>Cent quarante et un (taux de r&#233;ponse de 25%) m&#233;decins ont particip&#233; au sondage. La majorit&#233; provenait de centres urbains et acad&#233;miques et pratiquait dans des programmes r&#233;gionaux de suppl&#233;ance r&#233;nale. Tr&#232;s peu de r&#233;pondants avaient un protocole formel pour le d&#233;but de la dialyse ou avaient r&#233;vis&#233;s les nouvelles initiations de dialyse (n&#8201;=&#8201;4, 3,1%). La majorit&#233; des r&#233;pondants &#233;tait soit neutre ou en d&#233;saccord avec l&#8217;affirmation que l&#8217;initiation tardive, compar&#233;e &#224; l&#8217;initiation pr&#233;coce, am&#233;liore les issues (85-88%), r&#233;duit l&#8217;utilisation d&#8217;une FAV ou de la dialyse p&#233;riton&#233;ale (84-90%), conduit vers des patients plus malades (83%), ou &#233;tait rentable (61%). Cinquante-sept pour cent des r&#233;pondants estimaient que les sympt&#244;mes ur&#233;miques apparaissent plus t&#244;t chez les patients &#226;g&#233;s ou souffrant de comorbidit&#233;s. La moiti&#233; (51,8%) des r&#233;pondants estimait qu&#8217;il existe un seuil de DFG o&#249; ils d&#233;buteraient la dialyse chez un patient asymptomatique. La majorit&#233; des r&#233;pondants initierait la dialyse pour les indications classiques de dialyse, telles que la surcharge vol&#233;mique (90,1%) et la cachexie (83,7%). Cependant, un nombre significatif de r&#233;pondants ont rapport&#233; d&#8217;autres facteurs qui les conduiraient &#224; initier la dialyse pr&#233;cocement, incluant &#233;viter une urgence (28,4%), la pr&#233;f&#233;rence du patient (21,3%) et l&#8217;inobservance (8,5%).</p>
					</sec>
					<sec>
						<st>
							<p>Limites de l&#8217;&#233;tude</p>
						</st><p>Taux de r&#233;ponse de 25%.</p>
					</sec>
					<sec>
						<st>
							<p>Conclusions</p>
						</st><p>Bien que la majorit&#233; des n&#233;phrologues au Canada ait r&#233;pondu selon les lignes directrices bas&#233;es sur les donn&#233;es probantes pour le moment d&#8217;initiation de la dialyse, des lacunes de connaissance et des incertitudes cliniques existent. La mise en &#339;uvre et l&#8217;&#233;valuation de politiques formelles et d&#8217;activit&#233;s de valorisation des connaissances pourraient limiter l&#8217;initiation de dialyse pr&#233;coce non n&#233;cessaire.</p>
					</sec>
				</sec>
			</abs>
		</trans-abs-grp>
	</fm>
	<bdy>
		<sec>
			<st>
				<p>Introduction</p>
			</st><p>There is uncertainty regarding the optimal timing of the elective initiation of dialysis among patients being followed in clinic for progressive chronic kidney disease (CKD). Contrary to a previous opinion-based guideline recommendation that dialysis should be started earlier in the course of CKD <abbrgrp>
					<abbr bid="B1">1</abbr>
				</abbrgrp>, the findings of several observational studies suggest no discernable benefit or even a potential increase in mortality among those started on dialysis with a higher estimated glomerular filtration rate (eGFR) <abbrgrp>
					<abbr bid="B2">2</abbr>
					<abbr bid="B3">3</abbr>
					<abbr bid="B4">4</abbr>
					<abbr bid="B5">5</abbr>
				</abbrgrp>. Furthermore, the IDEAL study, a randomized controlled trial, demonstrated that dialysis initiation at a higher eGFR (10 to 14&#160;mL/min/1.73&#160;m<sup>2</sup>) was not associated with a survival benefit when compared to initiating dialysis at a lower eGFR (5 to 7&#160;mL/min/1.73&#160;m<sup>2</sup>) in patients with end-stage renal disease (ESRD). The effect of early dialysis initiation among subgroups with co-morbid illnesses such as diabetes and heart disease was similar to the overall result.</p><p>Despite the lack of evidence supporting the initiation of dialysis earlier in the course of progressive CKD, that is at a higher eGFR value, the fraction of incident dialysis patients starting dialysis with an eGFR&#8201;&gt;&#8201;10&#160;mL/min/1.73&#160;m<sup>2</sup> increased from 15% in 1996 to 30% in 2005 in the United States and 28% to 36% between 2001 and 2007 in Canada <abbrgrp>
					<abbr bid="B6">6</abbr>
					<abbr bid="B7">7</abbr>
				</abbrgrp>. More recent secular trends suggest the early observational studies and the results from the IDEAL trial in 2010 may be reversing this trend <abbrgrp>
					<abbr bid="B8">8</abbr>
				</abbrgrp>. It remains unclear whether the improved Canadian and American trends are truly evidence-based or due to a host of other factors such as differences in regional practice, patient preference, changing patient comorbidities, limitations with the IDEAL study and it&#8217;s applicability to individual patients or the attitudes of nephrologists throughout Canada <abbrgrp>
					<abbr bid="B9">9</abbr>
					<abbr bid="B10">10</abbr>
				</abbrgrp>.</p><p>The goal of this study was to survey Canadian nephrologists to assess their attitudes regarding the evidence surrounding timing of dialysis initiation and regarding the perceived advantages and disadvantages of initiating dialysis with a low eGFR <it>versus</it> a high eGFR.</p>
		</sec>
		<sec>
			<st>
				<p>Methods</p>
			</st>
			<sec>
				<st>
					<p>Survey design</p>
				</st><p>We developed a detailed survey to evaluate the demographics, practice patterns and opinions of nephrologists regarding the timing of dialysis initiation in advanced CKD patients (Additional file <supplr sid="S1">1</supplr>). BJM, DN, &amp; MMS were principally involved with the survey questions and design. Pre-testing to evaluate approximate duration and ease of administration was completed by the survey designers and other study investigators (SS, DN). The final version of the survey was administered using a web-based survey program (SurveyMonkey&#8482;; Palo Alto, CA).</p>
				<suppl id="S1">
					<title>
						<p>Additional file 1</p>
					</title>
					<text>
						<p>
							<b>Timing of Dialysis Initiation Survey.</b>
						</p>
					</text>
					<file name="2054-3581-1-3-S1.docx">
   <p>Click here for file</p>
</file>
				</suppl>
			</sec>
			<sec>
				<st>
					<p>Study population</p>
				</st><p>All members of the Canadian Society of Nephrology (CSN) were contacted via email and asked to participate by means of an online survey in early 2013. One reminder email was sent to all CSN members and consent was assumed based on participation. Ethics approval was obtained by the St. Boniface Hospital regional ethics board and the University of Manitoba Bannatyne campus Research Ethics Board.</p>
			</sec>
			<sec>
				<st>
					<p>Data collection and definitions</p>
				</st><p>We defined early start dialysis as initiating dialysis with an eGFR &#8805;10.5&#160;mL/min/1.73&#160;m<sup>2</sup> and late dialysis was defined as an eGFR &lt;10.5&#160;mL/min/1.73&#160;m<sup>2</sup>. These cut-offs were based on data from the CANUSA study which helped to establish a recommended PD target for weekly Kt/V urea of 2, translating roughly to an eGFR of 10.5&#160;mL/min/1.73&#160;m<sup>2</sup>
					<abbrgrp>
						<abbr bid="B11">11</abbr>
					</abbrgrp>. Participant demographic information, and practice characteristics were collected. Survey questions assessed reasons participants initiated dialysis at low eGFR or higher eGFR values. Responses to questions were obtained by using a 9-point Likert scale.</p>
			</sec>
			<sec>
				<st>
					<p>Statistical analyses</p>
				</st><p>Descriptive statistics were used for the data analysis. Differences between groups were evaluated using chi-square or Fisher&#8217;s exact tests as appropriate. Likert scale responses were categorized as 1&#8211;3 (disagree), 4&#8211;6 (neutral) and 7&#8211;9 (agree). Analysis was performed using STATA Version 13&#174; (StataCorp LB, College Station, TX). A <it>p</it>-value of &lt;0.05 was considered to be statistically significant.</p>
			</sec>
		</sec>
		<sec>
			<st>
				<p>Results</p>
			</st><p>The survey was sent to 564 Canadian nephrologists of whom141 (25%) responded. Table&#160;<tblr tid="T1">1</tblr> outlines the demographics and practice characteristics of the participants. Thirty-two percent of the participants practice in Ontario, 22% in Quebec, 18% in Alberta, and 13% in British Columbia. Most nephrologists practice in urban (92%) and academic centres (67%). Length of time in practice was uniformly distributed and a majority were involved in continuing medical educational activities such as attending conferences and journal reading.</p>
			<table id="T1">
				<title>
					<p>Table 1</p>
				</title>
				<caption>
					<p>
						<b>Demographics and practice characteristics of Canadian nephrologists who participated in the survey</b>
					</p>
				</caption>
				<tgroup align="left" cols="3">
					<colspec align="left" colname="c1" colnum="1" colwidth="1*"/>
					<colspec align="center" colname="c2" colnum="2" colwidth="1*"/>
					<colspec align="center" colname="c3" colnum="3" colwidth="1*"/>
					<thead valign="top">
						<row rowsep="1">
							<entry colname="c1">
								<p>
									<b>Characteristic</b>
								</p>
							</entry>
							<entry align="center" colname="c2">
								<p>
									<b>Respondents (n)</b>
								</p>
							</entry>
							<entry align="center" colname="c3">
								<p>
									<b>Percentage</b>
								</p>
							</entry>
						</row>
					</thead>
					<tfoot>
						<p>Note: Total number of survey respondents n&#8201;=&#8201;141. Unless otherwise stated confidence intervals were calculated using the total number of survey respondents <sup>&#167;</sup>122 respondents. <sup>&#182;</sup>123 respondents. *112 respondents <sup>&#10012;</sup>140 respondents. HD, hemodialysis. This includes home nocturnal, in-centre short hemodialysis, and long conventional hemodialysis (described as &gt;5&#160;hours three times weekly), PDA, personal digital assistant.</p>
					</tfoot>
					<tbody valign="top">
						<row>
							<entry colname="c1" nameend="c3" namest="c1">
								<p>
									<b>Provinces</b>
								</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;British Columbia</p>
							</entry>
							<entry align="center" colname="c2">
								<p>18</p>
							</entry>
							<entry align="center" colname="c3">
								<p>12.9</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;Alberta</p>
							</entry>
							<entry align="center" colname="c2">
								<p>26</p>
							</entry>
							<entry align="center" colname="c3">
								<p>18.4</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;Saskatchewan</p>
							</entry>
							<entry align="center" colname="c2">
								<p>5</p>
							</entry>
							<entry align="center" colname="c3">
								<p>3.5</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;Manitoba</p>
							</entry>
							<entry align="center" colname="c2">
								<p>8</p>
							</entry>
							<entry align="center" colname="c3">
								<p>5.7</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;Ontario</p>
							</entry>
							<entry align="center" colname="c2">
								<p>46</p>
							</entry>
							<entry align="center" colname="c3">
								<p>32.6</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;Quebec</p>
							</entry>
							<entry align="center" colname="c2">
								<p>31</p>
							</entry>
							<entry align="center" colname="c3">
								<p>22.0</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;Nova Scotia</p>
							</entry>
							<entry align="center" colname="c2">
								<p>4</p>
							</entry>
							<entry align="center" colname="c3">
								<p>2.8</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;New Brunswick</p>
							</entry>
							<entry align="center" colname="c2">
								<p>2</p>
							</entry>
							<entry align="center" colname="c3">
								<p>1.4</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;Newfoundland</p>
							</entry>
							<entry align="center" colname="c2">
								<p>1</p>
							</entry>
							<entry align="center" colname="c3">
								<p>0.7</p>
							</entry>
						</row>
						<row>
							<entry colname="c1" nameend="c3" namest="c1">
								<p>
									<b>Years in practice</b>
								</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;0 &#8211; 5</p>
							</entry>
							<entry align="center" colname="c2">
								<p>20</p>
							</entry>
							<entry align="center" colname="c3">
								<p>14.1</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;6 &#8211; 10</p>
							</entry>
							<entry align="center" colname="c2">
								<p>38</p>
							</entry>
							<entry align="center" colname="c3">
								<p>27</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;11 &#8211; 15</p>
							</entry>
							<entry align="center" colname="c2">
								<p>32</p>
							</entry>
							<entry align="center" colname="c3">
								<p>22.7</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;16 &#8211; 20</p>
							</entry>
							<entry align="center" colname="c2">
								<p>18</p>
							</entry>
							<entry align="center" colname="c3">
								<p>12.8</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;&gt;20</p>
							</entry>
							<entry align="center" colname="c2">
								<p>33</p>
							</entry>
							<entry align="center" colname="c3">
								<p>23.4</p>
							</entry>
						</row>
						<row>
							<entry colname="c1" nameend="c3" namest="c1">
								<p>
									<b>Practice environment</b>
								</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;Academic centre</p>
							</entry>
							<entry align="center" colname="c2">
								<p>95</p>
							</entry>
							<entry align="center" colname="c3">
								<p>67.4</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;Community</p>
							</entry>
							<entry align="center" colname="c2">
								<p>34</p>
							</entry>
							<entry align="center" colname="c3">
								<p>24.1</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;Mixture of both</p>
							</entry>
							<entry align="center" colname="c2">
								<p>12</p>
							</entry>
							<entry align="center" colname="c3">
								<p>8.5</p>
							</entry>
						</row>
						<row>
							<entry colname="c1" nameend="c3" namest="c1">
								<p>
									<b>Estimated size of population served</b>
								</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;&lt;50,000</p>
							</entry>
							<entry align="center" colname="c2">
								<p>1</p>
							</entry>
							<entry align="center" colname="c3">
								<p>0.7</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;50,000 &#8211; 200,000</p>
							</entry>
							<entry align="center" colname="c2">
								<p>21</p>
							</entry>
							<entry align="center" colname="c3">
								<p>15.0</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;200,000 &#8211; 500,000</p>
							</entry>
							<entry align="center" colname="c2">
								<p>34</p>
							</entry>
							<entry align="center" colname="c3">
								<p>24.3</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;&gt;500,000</p>
							</entry>
							<entry align="center" colname="c2">
								<p>84</p>
							</entry>
							<entry align="center" colname="c3">
								<p>67.1</p>
							</entry>
						</row>
						<row>
							<entry colname="c1" nameend="c3" namest="c1">
								<p>
									<b>Estimated distribution of dialysis modality (population treated with each modality per centre)</b>
								</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;Peritoneal Dialysis (PD)<sup>&#167;</sup>
								</p>
							</entry>
							<entry align="center" colname="c2"/>
							<entry align="center" colname="c3"/>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;0 &#8211; 100</p>
							</entry>
							<entry align="center" colname="c2">
								<p>78</p>
							</entry>
							<entry align="center" colname="c3">
								<p>63.9</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;101 &#8211; 200</p>
							</entry>
							<entry align="center" colname="c2">
								<p>39</p>
							</entry>
							<entry align="center" colname="c3">
								<p>32.0</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;&gt;200</p>
							</entry>
							<entry align="center" colname="c2">
								<p>5</p>
							</entry>
							<entry align="center" colname="c3">
								<p>4.1</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;Hemodialysis (HD)<sup>&#182;</sup>
								</p>
							</entry>
							<entry align="center" colname="c2"/>
							<entry align="center" colname="c3"/>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;0 &#8211; 250</p>
							</entry>
							<entry align="center" colname="c2">
								<p>57</p>
							</entry>
							<entry align="center" colname="c3">
								<p>46.3</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;251 &#8211; 500</p>
							</entry>
							<entry align="center" colname="c2">
								<p>37</p>
							</entry>
							<entry align="center" colname="c3">
								<p>30.1</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;&gt;500</p>
							</entry>
							<entry align="center" colname="c2">
								<p>29</p>
							</entry>
							<entry align="center" colname="c3">
								<p>23.6</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;Stage 5 CKD Not on Dialysis*</p>
							</entry>
							<entry colname="c2"/>
							<entry colname="c3"/>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;0 &#8211; 50</p>
							</entry>
							<entry align="center" colname="c2">
								<p>35</p>
							</entry>
							<entry align="center" colname="c3">
								<p>31.3</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;51 &#8211; 100</p>
							</entry>
							<entry align="center" colname="c2">
								<p>15</p>
							</entry>
							<entry align="center" colname="c3">
								<p>13.4</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;101 &#8211; 150</p>
							</entry>
							<entry align="center" colname="c2">
								<p>6</p>
							</entry>
							<entry align="center" colname="c3">
								<p>5.4</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;151 &#8211; 200</p>
							</entry>
							<entry align="center" colname="c2">
								<p>10</p>
							</entry>
							<entry align="center" colname="c3">
								<p>8.9</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;201 &#8211; 250</p>
							</entry>
							<entry align="center" colname="c2">
								<p>3</p>
							</entry>
							<entry align="center" colname="c3">
								<p>2.7</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;&gt;250</p>
							</entry>
							<entry align="center" colname="c2">
								<p>43</p>
							</entry>
							<entry align="center" colname="c3">
								<p>38.4</p>
							</entry>
						</row>
						<row>
							<entry colname="c1" nameend="c3" namest="c1">
								<p>
									<b>Use of smartphone or PDA in practice</b>
								</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;Yes</p>
							</entry>
							<entry align="center" colname="c2">
								<p>103</p>
							</entry>
							<entry align="center" colname="c3">
								<p>73.0</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;No</p>
							</entry>
							<entry align="center" colname="c2">
								<p>38</p>
							</entry>
							<entry align="center" colname="c3">
								<p>27.0</p>
							</entry>
						</row>
						<row>
							<entry colname="c1" nameend="c3" namest="c1">
								<p>
									<b>Use of electronic medical record in practice</b>
								</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;Yes</p>
							</entry>
							<entry align="center" colname="c2">
								<p>99</p>
							</entry>
							<entry align="center" colname="c3">
								<p>70.2</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;No</p>
							</entry>
							<entry align="center" colname="c2">
								<p>42</p>
							</entry>
							<entry align="center" colname="c3">
								<p>29.8</p>
							</entry>
						</row>
						<row>
							<entry colname="c1" nameend="c3" namest="c1">
								<p>
									<b>Journal reading (hours per week)</b>
								</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;0</p>
							</entry>
							<entry align="center" colname="c2">
								<p>1</p>
							</entry>
							<entry align="center" colname="c3">
								<p>0.7</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;1-2</p>
							</entry>
							<entry align="center" colname="c2">
								<p>75</p>
							</entry>
							<entry align="center" colname="c3">
								<p>53.2</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;3-4</p>
							</entry>
							<entry align="center" colname="c2">
								<p>39</p>
							</entry>
							<entry align="center" colname="c3">
								<p>27.7</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;&gt;4</p>
							</entry>
							<entry align="center" colname="c2">
								<p>26</p>
							</entry>
							<entry align="center" colname="c3">
								<p>18.4</p>
							</entry>
						</row>
						<row>
							<entry colname="c1" nameend="c3" namest="c1">
								<p>
									<b>Continuing medical education (hours per month)</b>
									<sup>
										<b>&#10012;</b>
									</sup>
								</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;0</p>
							</entry>
							<entry align="center" colname="c2">
								<p>2</p>
							</entry>
							<entry align="center" colname="c3">
								<p>1.4</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;1-2</p>
							</entry>
							<entry align="center" colname="c2">
								<p>19</p>
							</entry>
							<entry align="center" colname="c3">
								<p>13.6</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;3-4</p>
							</entry>
							<entry align="center" colname="c2">
								<p>37</p>
							</entry>
							<entry align="center" colname="c3">
								<p>26.4</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;&gt;4</p>
							</entry>
							<entry align="center" colname="c2">
								<p>82</p>
							</entry>
							<entry align="center" colname="c3">
								<p>58.6</p>
							</entry>
						</row>
						<row>
							<entry colname="c1" nameend="c3" namest="c1">
								<p>
									<b>Conferences (per year)</b>
								</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;0</p>
							</entry>
							<entry align="center" colname="c2">
								<p>1</p>
							</entry>
							<entry align="center" colname="c3">
								<p>0.7</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;1</p>
							</entry>
							<entry align="center" colname="c2">
								<p>34</p>
							</entry>
							<entry align="center" colname="c3">
								<p>24.1</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;2</p>
							</entry>
							<entry align="center" colname="c2">
								<p>56</p>
							</entry>
							<entry align="center" colname="c3">
								<p>39.7</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>&#8195;&#8201;3</p>
							</entry>
							<entry align="center" colname="c2">
								<p>24</p>
							</entry>
							<entry align="center" colname="c3">
								<p>17.0</p>
							</entry>
						</row>
						<row rowsep="1">
							<entry colname="c1">
								<p>&#8195;&#8201;&gt;3</p>
							</entry>
							<entry align="center" colname="c2">
								<p>26</p>
							</entry>
							<entry align="center" colname="c3">
								<p>18.4</p>
							</entry>
						</row>
					</tbody>
				</tgroup>
			</table><p>Eighty-four percent of participants estimated that their hospitals or institutions provided care for a regional population of greater than or equal to 200,000 individuals.</p><p>The majority (79%) of participants practice in a regionally administered renal program with a group education program for patients regarding dialysis, a pre-emptive transplant program, a dialysis modality coordinator and a multi-disciplinary vascular access clinic (Table&#160;<tblr tid="T2">2</tblr>). Very few participants (n&#8201;=&#8201;4, 3.1%) reported a formal policy in their renal program with respect to timing of dialysis initiation (Table&#160;<tblr tid="T2">2</tblr>). Fifty-one percent (n&#8201;=&#8201;64) of participants indicated they would initiate dialysis at a higher eGFR in patients with multiple comorbidities and 57% (n&#8201;=&#8201;72) agreed that uremic symptoms occur earlier in patients with advanced age or a greater number of co-morbid conditions. The majority of participants were neutral or disagreed that initiation of dialysis in patients at a lower eGFR compared to a higher eGFR improves outcomes, worsens quality of life, decreases AVF or PD use and leads to sicker patients (see Figure&#160;<figr fid="F1">1</figr>). When asked whether initiation at higher eGFR compared to lower eGFR preserves residual renal function, improves clinical outcomes or is better for peritoneal dialysis patients 63, 73 and 43%, respectively disagreed (Figure&#160;<figr fid="F2">2</figr>). One-fifth disagreed that starting dialysis at an eGFR&#8201;&lt;&#8201;10.5&#160;ml/min was cost effective. When asked about the results from the IDEAL trial, 48% agreed that results made them more likely to delay dialysis initiation while 18% disagreed.</p>
			<table id="T2">
				<title>
					<p>Table 2</p>
				</title>
				<caption>
					<p>
						<b>Characteristics of renal program and policies for nephrologists in Canada who participated in the survey</b>
					</p>
				</caption>
				<tgroup align="left" cols="3">
					<colspec align="left" colname="c1" colnum="1" colwidth="1*"/>
					<colspec align="center" colname="c2" colnum="2" colwidth="1*"/>
					<colspec align="center" colname="c3" colnum="3" colwidth="1*"/>
					<thead valign="top">
						<row rowsep="1">
							<entry colname="c1">
								<p>
									<b>Characteristic*</b>
								</p>
							</entry>
							<entry align="center" colname="c2">
								<p>
									<b>N</b>
								</p>
							</entry>
							<entry align="center" colname="c3">
								<p>
									<b>%</b>
								</p>
							</entry>
						</row>
					</thead>
					<tfoot>
						<p>Note: *The number of respondents for each question varied from 129 to 135; N number of participants responding Yes, % percentage of total respondents for that question.</p>
					</tfoot>
					<tbody valign="top">
						<row>
							<entry colname="c1">
								<p>Regionally administered renal program</p>
							</entry>
							<entry align="center" colname="c2">
								<p>107</p>
							</entry>
							<entry align="center" colname="c3">
								<p>76.6</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>Group education program for patients starting dialysis</p>
							</entry>
							<entry align="center" colname="c2">
								<p>129</p>
							</entry>
							<entry align="center" colname="c3">
								<p>95.6</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>Multidisciplinary vascular clinic</p>
							</entry>
							<entry align="center" colname="c2">
								<p>115</p>
							</entry>
							<entry align="center" colname="c3">
								<p>85.2</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>Pre-emptive transplant program</p>
							</entry>
							<entry align="center" colname="c2">
								<p>119</p>
							</entry>
							<entry align="center" colname="c3">
								<p>88.2</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>Modality coordinator</p>
							</entry>
							<entry align="center" colname="c2">
								<p>94</p>
							</entry>
							<entry align="center" colname="c3">
								<p>69.6</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>Rounds where dialysis modality selection discussed</p>
							</entry>
							<entry align="center" colname="c2">
								<p>44</p>
							</entry>
							<entry align="center" colname="c3">
								<p>32.8</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>Physician reimbursement equal for all dialysis modalities</p>
							</entry>
							<entry align="center" colname="c2">
								<p>66</p>
							</entry>
							<entry align="center" colname="c3">
								<p>49.3</p>
							</entry>
						</row>
						<row>
							<entry colname="c1">
								<p>Higher remuneration fee for managing patients with severe CKD</p>
							</entry>
							<entry align="center" colname="c2">
								<p>9</p>
							</entry>
							<entry align="center" colname="c3">
								<p>6.7</p>
							</entry>
						</row>
						<row rowsep="1">
							<entry colname="c1">
								<p>Policy for timing dialysis in place at renal program</p>
							</entry>
							<entry align="center" colname="c2">
								<p>4</p>
							</entry>
							<entry align="center" colname="c3">
								<p>3.1</p>
							</entry>
						</row>
					</tbody>
				</tgroup>
			</table>
			<fig id="F1"><title><p>Figure 1</p></title><caption><p>Nephrologists&#8217; opinions about initiating dialysis at a lower (&lt;10.5&#160;ml/min) compared to a higher (&#8805;10.5&#160;ml/min) eGFR</p></caption><text>
   <p><b>Nephrologists&#8217; opinions about initiating dialysis at a lower (&lt;10.5&#160;ml/min) compared to a higher (&#8805;10.5&#160;ml/min) eGFR.</b> Note: Number in bars represents percentages, 7&#8211;9 agree, 4&#8211;6 neutral, and 1&#8211;3 disagree.</p>
</text><graphic file="2054-3581-1-3-1"/></fig>
			<fig id="F2"><title><p>Figure 2</p></title><caption><p>Nephrologists&#8217; opinions regarding initiation of dialysis at high (&#8805;10.5&#160;ml/min) compared to a low eGFR (&lt;10.5&#160;ml/min)</p></caption><text>
   <p><b>Nephrologists&#8217; opinions regarding initiation of dialysis at high (&#8805;10.5&#160;ml/min) compared to a low eGFR (&lt;10.5&#160;ml/min).</b> Note: Number in bars represents percentages PD, peritoneal dialysis; QoL, quality of life; AVF, arteriovenous fistula; RRF, residual renal function, 1&#8211;3 disagree, 4&#8211;6 neutral, 7&#8211;9 agree.</p>
</text><graphic file="2054-3581-1-3-2"/></fig>
			<p>A minority of respondents (40.4%) indicated that there was no absolute lowest eGFR value which would mandate dialysis initiation in asymptomatic patients, while 51.8% of those who responded felt that there was such a limit. The most common eGFR value chosen as a limit was between 4 and 8&#160;mL/min/1.73&#160;m<sup>2</sup> (Figure&#160;<figr fid="F3">3</figr>). The most common clinical factors that respondents indicated would prompt consideration of initiating dialysis at higher eGFR included classic indications such as fluid overload (90.1%), hyperkalemia refractory to medical therapy (84.4%) and uremic symptoms such as cachexia (83.7%), nausea (80.9%), and severe, otherwise unexplained, pruritis (66.7%, see Figure&#160;<figr fid="F4">4</figr>). Non-classical indications contributed a smaller proportion of the responses including avoidance of an emergent dialysis start (28.4%), patient preference (21.3%), and non-compliance (8.5%).</p>
			<fig id="F3"><title><p>Figure 3</p></title><caption><p>Absolute lowest eGFR that Canadian nephrologists would initiate dialysis in asymptomatic patients</p></caption><text>
   <p>
      <b>Absolute lowest eGFR that Canadian nephrologists would initiate dialysis in asymptomatic patients.</b>
   </p>
</text><graphic file="2054-3581-1-3-3"/></fig>
			<fig id="F4"><title><p>Figure 4</p></title><caption><p>Factors that participants indicated would increase the likelihood of deciding to initiate dialysis in patients with a high eGFR (&#8805;10.5&#160;ml/min)</p></caption><text>
   <p><b>Factors that participants indicated would increase the likelihood of deciding to initiate dialysis in patients with a high eGFR (&#8805;10.5&#160;ml/min).</b> Note: *Not explained by other etiologies, ^Comorbidities: Heart failure/coronary artery disease/diabetes/cirrhosis/age, Numbers above bars represents percentages</p>
</text><graphic file="2054-3581-1-3-4"/></fig>
		</sec>
		<sec>
			<st>
				<p>Discussion</p>
			</st><p>In this national survey study of Canadian nephrologists, we identified areas of clinical uncertainty that may be amendable to modification by appropriate knowledge translation activities. Of Canadian nephrologists surveyed, very few practiced in centres with a formal policy regarding dialysis initiation or a process to review all new dialysis starts. Fifty percent of participants have an absolute lowest eGFR at which they would start dialysis, and believe age and co-morbidity lead to earlier uremic symptoms. The majority disagreed that late dialysis improved clinical outcomes or worsened AVF or PD use but one-fifth disagreed it was cost-effective. Almost half agreed that results from the IDEAL trial would encourage them to delay dialysis initiation. These results suggest significant clinical uncertainty in regards to the timing of dialysis initiation among Canadian nephrologists. The implementation of formal policies and review systems for new dialysis starts may decrease this uncertainty and possibly reduce early dialysis initiation.</p><p>A recent European survey, sent to nephrologists as well as non-nephrologists, assessed the decision to initiate dialysis and found that 54% of respondents felt that, for uncomplicated patients, excretory kidney function was the most important factor to consider in the decision to initiate dialysis, with a median eGFR threshold of 10&#160;mL/min/1.73&#160;m<sup>2</sup><abbrgrp>
					<abbr bid="B12">12</abbr>
				</abbrgrp>. The survey also demonstrated that dialysis was initiated at higher eGFR values in private and for-profit centres. In contrast, the current survey was only sent to nephrologists and found that 51.4% of respondents felt that among asymptomatic patients, an eGFR between 4 and 8&#160;mL/min/1.73&#160;m<sup>2</sup> was the level of excretory function at which they would initiate dialysis. The European survey also found that 86% of respondents believed that starting dialysis at an eGFR &gt;10.5&#160;mL/min/1.73&#160;m<sup>2</sup> was only beneficial in the presence of clinical signs and symptoms. Our survey results highlighted that respondents did not feel that initiating dialysis at low eGFR values (&lt; 10.5&#160;mL/min/1.73&#160;m<sup>2</sup>) improved clinical outcomes, or preserved residual renal function.</p><p>Among respondents of the current survey, the results of the IDEAL trial appear to have less of an impact than what one might expect given that it is the only randomized trial addressing the issue of the appropriate eGFR to trigger the start of dialysis. However, nephrologists did feel that uremic symptoms occur earlier in those with comorbidities and it is possible that patients are exhibiting uremic symptoms at higher eGFR values in the real world, which would be consistent with the European survey <abbrgrp>
					<abbr bid="B12">12</abbr>
				</abbrgrp>, and may in part explain the lack of impact of the results from the IDEAL trial in clinical practice. It should also be pointed out that patients in the IDEAL trial initiated dialysis at higher levels of eGFR compared with their study protocol due to the development of uremic symptoms at higher eGFR values &#8211; 9.8&#160;mL/min/1.73&#160;m<sup>2</sup> in the trial vs. 5 to 7&#160;mL/min/1.73&#160;m<sup>2</sup> in the protocol <abbrgrp>
					<abbr bid="B13">13</abbr>
				</abbrgrp>. This finding from the IDEAL trial highlights the difficulty in discerning symptoms of uremia from those related to other chronic diseases <abbrgrp>
					<abbr bid="B13">13</abbr>
					<abbr bid="B14">14</abbr>
				</abbrgrp>. At present there remains a limited amount of evidence regarding the signs and symptoms of early uremia and their association with patients-related outcomes. Furthermore an economic evaluation of the IDEAL trial identified an increase in cost of roughly CAN $18,000 for early start dialysis compared to late, a finding that roughly one-fifth of respondents were unaware of or in disagreement with <abbrgrp>
					<abbr bid="B15">15</abbr>
				</abbrgrp>. An important point is that in the IDEAL trial, the eGFR in the primary analysis was calculated using the Cockcroft-Gault equation that is known to have low accuracy in late stage CKD unless corrected for bias <abbrgrp>
					<abbr bid="B16">16</abbr>
				</abbrgrp>. Although the study authors performed a sensitivity analysis using the MDRD equation, the primary results as reported in the study abstract are often emphasized and may lead to confusion. In our survey, we did not clarify a preferred equation for estimating GFR.</p><p>The spectrum of responses among the Canadian nephrology community suggests significant clinical uncertainty regarding the optimal time to initiate chronic dialysis. This uncertainty is in keeping with other jurisdictions (US, Europe) where over the last decade patients are consistently being initiated with higher levels of eGFR <abbrgrp>
					<abbr bid="B1">1</abbr>
					<abbr bid="B4">4</abbr>
					<abbr bid="B11">11</abbr>
				</abbrgrp>. The lack of clarity due to the high degree of patient cross over among the treatment arms of the IDEAL trial further adds to this uncertainty. As there are no imminent plans for another RCT and there is a lack of an objective uremia assessment tool, we feel nephrologists should apply the best evidence to date, namely that there is no demonstrable benefit (and potential harm) from early dialysis initiation, even among patients with comorbidity and it is not cost effective.</p><p>The synthesis and dissemination of the best evidence from research to front line clinicians is challenging <abbrgrp>
					<abbr bid="B17">17</abbr>
				</abbrgrp>. One of the methods to overcome this barrier may be to utilize effective knowledge translation strategies <abbrgrp>
					<abbr bid="B18">18</abbr>
					<abbr bid="B19">19</abbr>
				</abbrgrp>. The CAnadian KidNey KNowledge TraNslation and GEneration NeTwork (CANN-NET), a pan Canadian collaboration to improve knowledge translation in Nephology, was able to identify an important clinical question, namely the timing of initiation of dialysis in CKD as the first step in their knowledge translation strategy. In the knowledge-to-action cycle our survey&#8217;s role was to identify barriers to knowledge use, such as the results of the IDEAL trial. To synthesize the state of current knowledge, a systematic review and recently guidelines were developed regarding the initiation of dialysis in patients with progressive CKD <abbrgrp>
					<abbr bid="B20">20</abbr>
				</abbrgrp>. Utilizing the CANN-NET framework, a series of knowledge translation strategies will be implemented to disseminate the Canadian guidelines in an effort to optimize practice. Possible dissemination strategies include the use of novel technologies and facility-level practice changes. For example a smartphone application <abbrgrp>
					<abbr bid="B21">21</abbr>
				</abbrgrp> that provides a point-of-care summary of these clinical practice guidelines may be useful as 73% of nephrologists report using a smartphone or PDA device. Our study also found that few centres have a process by which they determine the timing of dialysis initiation. Facility-level practice changes such as multidisciplinary rounds may provide a framework for a formal review prior to initiation of dialysis to help ensure that clinical and non-clinical factors have been fully considered prior to initiating dialysis. Lastly, many healthcare systems have attempted to alter practice patterns to improve evidence-based medicine and cost-effectiveness by altering physician remuneration. For example by financially compensating nephrologists for managing complex ESRD patients who are not on dialysis may, in turn, reduce early dialysis initiation. Only 6.7% of nephrologists reported that they received a higher remuneration fee for managing increasingly complex patients with severe CKD. Conversely, if a physician opts to initiate dialysis on a patient, they are compensated for managing patients thrice weekly as well as being able to more actively monitor patients with potentially high illness acuity. Physician pay-for-performance strategies may be considered but there is limited evidence to suggest that achieving performance measures, such as a target blood pressure goal leads to improvements in patient outcomes in pay-for-performance systems <abbrgrp>
					<abbr bid="B22">22</abbr>
				</abbrgrp>, notwithstanding conflicting evidence for focusing on achieving specific targets for surrogate markers in CKD patients. If a patient has a low eGFR (e.g. 8&#160;mL/min/1.73&#160;m<sup>2</sup>) but remains asymptomatic, many nephrologists may wish to follow this patient with regular follow-up visits. A remuneration strategy to compensate nephrologists for this endeavor may be a worthwhile strategy on the part of provincial health authorities given the magnitude of complexity in managing patients with ESRD. As the optimal knowledge translation strategy remains unknown, it remains important that multiple strategies be attempted, each coupled with an appropriate means of evaluation.</p><p>Our study had several limitations. First, we administered an online survey which may not capture all of the factors that influence the decision to initiate dialysis in patients with progressive CKD. Our survey pre-dated the release of the Canadian practice guidelines on the initiation of dialysis in patients with progressive CKD. It may be possible that surveyed nephrologists would have answered the questions differently had the guidelines been available to them at the time we disseminated the online survey. The response rate was low and respondents may not be representative of the entire population of Canadian nephrologists; however, there was broad representation from all regions of Canada. In addition, the views of other front-line care-givers, such as advance practice nurses, who may have an impact on the decision to initiate dialysis, were not solicited.</p><p>In conclusion, this study demonstrates that the nephrologists consider many clinical and non-clinical factors when deciding on the optimal timing of dialysis initiation, particularly common clinical situations such as uremic symptoms or refractory fluid overload. It also identifies possible areas for improvement. Knowledge translation strategies such as the development and dissemination of guidelines, new assessment tools, implementation and evaluation of a formal review process regarding the timing of dialysis may help frontline nephrologists and patients in the decision-making process of when to initiate dialysis.</p>
		</sec>
		<sec>
			<st>
				<p>Competing interest</p>
			</st><p>MMS has been on advisory boards for Roche, Amgen and has received speaking honoraria from Roche, Amgen and Sanofi.</p><p>MMS takes responsibility for the integrity of the data and the accuracy of the data analysis.</p>
		</sec>
		<sec>
			<st>
				<p>Authors&#8217; contributions</p>
			</st><p>All authors contributed to the conception and design of the study. BSM, BJM and MS contributed to the acquisition of data, and BSM, BJM, and MS contributed to interpretation and analysis of the data. BSM drafted the report. All authors critically reviewed the manuscript for intellectual content. The corresponding author had full access to all the data in the study and takes responsibility for the integrity of the data and accuracy of the data analysis. The sponsors of the study had no role in study design, data collection, data analysis, data interpretation, or writing of the report. All authors read and approved the final manuscript.</p>
		</sec>
		<sec>
			<st>
				<p>Authors&#8217; information</p>
			</st><p>Interdisciplinary Chronic Disease Collaboration Team: Braden J. Manns, MD, MSc.</p>
		</sec>
	</bdy>
	<bm>
		<ack>
			<sec>
				<st>
					<p>Primary funding source</p>
				</st><p>Canadian Institutes of Health Research (CIHR), Kidney Foundation of Canada (KFoC).</p>
			</sec>
		<sec>
			<st>
			<p>Acknowledgements</p>
			</st>
			<p>We would like to thank Selina Allu (CANN-NET) and Sarah Gill (CANN-NET) for their help with this manuscript. We sincerely thank all of the Canadian nephrologists who completed the online survey regarding their management practices for initiation of dialysis in patients with progressive chronic kidney disease. Dr. Manns is supported by career salary support awards from Alberta Innovates - Health Solutions. Dr. Manns is also supported by an alternative funding plan from the Government of Alberta and the Universities of Calgary and Alberta. Dr. MM Sood is provided salary support by the Jindal Research Chair for the Prevention of Kidney Disease at the University of Ottawa.</p>
		</sec>
		</ack>
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