通过社区药剂师算法的开发和验证,优化2型糖尿病和慢性肾脏疾病患者的处方。

IF 1.6 Q3 UROLOGY & NEPHROLOGY Canadian Journal of Kidney Health and Disease Pub Date : 2025-01-20 eCollection Date: 2025-01-01 DOI:10.1177/20543581241309974
Jennifer Morris, Marisa Battistella, Karthik Tennankore, Steven Soroka, Cynthia Kendell, Penelope Poyah, Keigan More, Mathew Grandy, Thomas Ransom, Natalie Kennie-Kaulbach, Daniel Rainkie, Jaclyn Tran, Syed Sibte Raza Abidi, Samina Abidi, Nicole Fulford, Heather Neville, Heather Naylor, Lisa Woodill, Andrea Bishop, Glenn Rodrigues, Diane Harpell, Michelle Stewart, Jo-Anne Wilson
{"title":"通过社区药剂师算法的开发和验证,优化2型糖尿病和慢性肾脏疾病患者的处方。","authors":"Jennifer Morris, Marisa Battistella, Karthik Tennankore, Steven Soroka, Cynthia Kendell, Penelope Poyah, Keigan More, Mathew Grandy, Thomas Ransom, Natalie Kennie-Kaulbach, Daniel Rainkie, Jaclyn Tran, Syed Sibte Raza Abidi, Samina Abidi, Nicole Fulford, Heather Neville, Heather Naylor, Lisa Woodill, Andrea Bishop, Glenn Rodrigues, Diane Harpell, Michelle Stewart, Jo-Anne Wilson","doi":"10.1177/20543581241309974","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Diabetes is the leading cause of kidney disease and contributes to 38% of kidney failure requiring dialysis. A gap in detection and management of type 2 diabetes (T2D) in chronic kidney disease (CKD) exists in primary care. Community pharmacists are positioned to support those not able to access kidney care through traditional pathways. Algorithms were developed and validated to assist community pharmacists in identifying individuals with T2D in CKD and prescribing kidney-protective medications.</p><p><strong>Objective: </strong>The objective was to develop and validate pharmacist algorithms to confirm T2D and CKD and to prescribe guideline-directed therapies for individuals with an estimated glomerular filtration rate (eGFR) of 30 to 60 mL/min/1.73 m² in community pharmacy primary care clinics in Nova Scotia.</p><p><strong>Design: </strong>Lynn's method was utilized for algorithm development and content validation. Interview data were analyzed using qualitative descriptive analysis.</p><p><strong>Setting: </strong>Pharmacists working in primary care clinic settings completed content and face algorithm validation, and virtual interviews were conducted following each round of validation.</p><p><strong>Patients: </strong>The algorithms aim to support individuals with T2D and CKD in primary care by optimizing the resources and capacity of community pharmacists while ensuring safety and quality of care through a team-based approach. Patient partners were not part of algorithm development and validation.</p><p><strong>Measurements: </strong>Content validity was computed using an item-level content validity index (I-CVI) and scale-level content validity index (S-CVI/Ave) per round. To measure face validity, percentages of those that \"agreed\" or \"strongly agreed\" to five statements were calculated.</p><p><strong>Methods: </strong>Evidence- and expert-informed algorithms were developed and revised using Lynn's 3-step method (domain identification, item generation per domain, and instrument formation). Best evidence was collated with literature searches, and experts in nephrology, endocrinology, family medicine, nursing, and pharmacy revised the algorithms until there was consensus agreement on 4 final algorithms (detection of T2D and CKD, initiation/titration of angiotensin-converting enzyme inhibitors or angiotensin receptor blockers, and initiation/management of sodium-glucose cotransporter-2 inhibitors and finerenone). Six community pharmacists per round for 3 rounds were needed to validate the algorithms. A 2-part questionnaire was utilized where pharmacists rated content and face validity using Likert scales. I-CVI and S-CVI/Ave per round and across 3 rounds were determined. Percentages were calculated for the rating level of agreement to 5 statements. Interviews were conducted and analyzed. Revisions were made to the algorithms between rounds.</p><p><strong>Results: </strong>Eighteen community pharmacists (6 per round) participated with a mean ± standard deviation of 18 ±11 years of experience. The I-CVI of each item of the algorithms per round ranged from 0.83 to 1, which met the content validity threshold of 0.83 (<i>P</i> < .05) for at least 6 participants. The overall S-CVI/Ave across 3 rounds was 0.97. The overall percentage of participants across 3 rounds who agreed or strongly agreed to 5 face validity statements ranged from 83% to 100%, which was above the prespecified threshold for face validity consensus.</p><p><strong>Limitations: </strong>The algorithms are intended for individuals with an eGFR of 30 to 60 mL/min/1.73m². While guideline medications are indicated below this threshold, this cut point was selected as these individuals should typically be referred to a nephrologist. There is a potential for delays in initiation of kidney-protective medications below this threshold while waiting to be seen by nephrology.</p><p><strong>Conclusions: </strong>This is the first study to develop and validate algorithms for a new model of care that utilizes community pharmacists to identify and manage T2D and CKD in primary care. The algorithms achieved high content and face validity. Future implementation and evaluation will determine the effectiveness and safety of the algorithms.</p><p><strong>Trial registration: </strong>Not registered.</p>","PeriodicalId":9426,"journal":{"name":"Canadian Journal of Kidney Health and Disease","volume":"12 ","pages":"20543581241309974"},"PeriodicalIF":1.6000,"publicationDate":"2025-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11744630/pdf/","citationCount":"0","resultStr":"{\"title\":\"Optimizing Prescribing for Individuals With Type 2 Diabetes and Chronic Kidney Disease Through the Development and Validation of Algorithms for Community Pharmacists.\",\"authors\":\"Jennifer Morris, Marisa Battistella, Karthik Tennankore, Steven Soroka, Cynthia Kendell, Penelope Poyah, Keigan More, Mathew Grandy, Thomas Ransom, Natalie Kennie-Kaulbach, Daniel Rainkie, Jaclyn Tran, Syed Sibte Raza Abidi, Samina Abidi, Nicole Fulford, Heather Neville, Heather Naylor, Lisa Woodill, Andrea Bishop, Glenn Rodrigues, Diane Harpell, Michelle Stewart, Jo-Anne Wilson\",\"doi\":\"10.1177/20543581241309974\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Diabetes is the leading cause of kidney disease and contributes to 38% of kidney failure requiring dialysis. A gap in detection and management of type 2 diabetes (T2D) in chronic kidney disease (CKD) exists in primary care. Community pharmacists are positioned to support those not able to access kidney care through traditional pathways. Algorithms were developed and validated to assist community pharmacists in identifying individuals with T2D in CKD and prescribing kidney-protective medications.</p><p><strong>Objective: </strong>The objective was to develop and validate pharmacist algorithms to confirm T2D and CKD and to prescribe guideline-directed therapies for individuals with an estimated glomerular filtration rate (eGFR) of 30 to 60 mL/min/1.73 m² in community pharmacy primary care clinics in Nova Scotia.</p><p><strong>Design: </strong>Lynn's method was utilized for algorithm development and content validation. Interview data were analyzed using qualitative descriptive analysis.</p><p><strong>Setting: </strong>Pharmacists working in primary care clinic settings completed content and face algorithm validation, and virtual interviews were conducted following each round of validation.</p><p><strong>Patients: </strong>The algorithms aim to support individuals with T2D and CKD in primary care by optimizing the resources and capacity of community pharmacists while ensuring safety and quality of care through a team-based approach. Patient partners were not part of algorithm development and validation.</p><p><strong>Measurements: </strong>Content validity was computed using an item-level content validity index (I-CVI) and scale-level content validity index (S-CVI/Ave) per round. To measure face validity, percentages of those that \\\"agreed\\\" or \\\"strongly agreed\\\" to five statements were calculated.</p><p><strong>Methods: </strong>Evidence- and expert-informed algorithms were developed and revised using Lynn's 3-step method (domain identification, item generation per domain, and instrument formation). Best evidence was collated with literature searches, and experts in nephrology, endocrinology, family medicine, nursing, and pharmacy revised the algorithms until there was consensus agreement on 4 final algorithms (detection of T2D and CKD, initiation/titration of angiotensin-converting enzyme inhibitors or angiotensin receptor blockers, and initiation/management of sodium-glucose cotransporter-2 inhibitors and finerenone). Six community pharmacists per round for 3 rounds were needed to validate the algorithms. A 2-part questionnaire was utilized where pharmacists rated content and face validity using Likert scales. I-CVI and S-CVI/Ave per round and across 3 rounds were determined. Percentages were calculated for the rating level of agreement to 5 statements. Interviews were conducted and analyzed. Revisions were made to the algorithms between rounds.</p><p><strong>Results: </strong>Eighteen community pharmacists (6 per round) participated with a mean ± standard deviation of 18 ±11 years of experience. The I-CVI of each item of the algorithms per round ranged from 0.83 to 1, which met the content validity threshold of 0.83 (<i>P</i> < .05) for at least 6 participants. The overall S-CVI/Ave across 3 rounds was 0.97. The overall percentage of participants across 3 rounds who agreed or strongly agreed to 5 face validity statements ranged from 83% to 100%, which was above the prespecified threshold for face validity consensus.</p><p><strong>Limitations: </strong>The algorithms are intended for individuals with an eGFR of 30 to 60 mL/min/1.73m². While guideline medications are indicated below this threshold, this cut point was selected as these individuals should typically be referred to a nephrologist. There is a potential for delays in initiation of kidney-protective medications below this threshold while waiting to be seen by nephrology.</p><p><strong>Conclusions: </strong>This is the first study to develop and validate algorithms for a new model of care that utilizes community pharmacists to identify and manage T2D and CKD in primary care. The algorithms achieved high content and face validity. Future implementation and evaluation will determine the effectiveness and safety of the algorithms.</p><p><strong>Trial registration: </strong>Not registered.</p>\",\"PeriodicalId\":9426,\"journal\":{\"name\":\"Canadian Journal of Kidney Health and Disease\",\"volume\":\"12 \",\"pages\":\"20543581241309974\"},\"PeriodicalIF\":1.6000,\"publicationDate\":\"2025-01-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11744630/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Canadian Journal of Kidney Health and Disease\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1177/20543581241309974\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q3\",\"JCRName\":\"UROLOGY & NEPHROLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Canadian Journal of Kidney Health and Disease","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1177/20543581241309974","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q3","JCRName":"UROLOGY & NEPHROLOGY","Score":null,"Total":0}
引用次数: 0

摘要

背景:糖尿病是肾脏疾病的主要原因,占肾衰竭需要透析的38%。慢性肾脏疾病(CKD)中2型糖尿病(T2D)的检测和管理在初级保健中存在差距。社区药剂师的定位是支持那些无法通过传统途径获得肾脏护理的人。开发并验证了算法,以帮助社区药剂师识别CKD中T2D患者并开具肾脏保护药物。目的:目的是开发和验证药剂师算法,以确认T2D和CKD,并为新斯科舍省社区药房初级保健诊所估计肾小球滤过率(eGFR)为30至60 mL/min/1.73 m²的个体开出指导治疗处方。设计:Lynn的方法被用于算法开发和内容验证。访谈资料采用定性描述性分析。设置:在初级保健诊所工作的药剂师完成内容和人脸算法验证,每轮验证后进行虚拟访谈。患者:算法旨在通过优化社区药剂师的资源和能力来支持T2D和CKD患者的初级保健,同时通过基于团队的方法确保护理的安全性和质量。患者伴侣不属于算法开发和验证的一部分。测量方法:每轮使用项目级内容效度指数(I-CVI)和量表级内容效度指数(S-CVI/Ave)计算内容效度。为了测量脸效度,研究人员计算了“同意”或“非常同意”五种说法的人的百分比。方法:使用Lynn的三步法(领域识别,每个领域生成项目和工具形成)开发和修订证据和专家信息算法。通过文献检索整理了最佳证据,肾病学、内分泌学、家庭医学、护理学和药学专家修订了算法,直到对4种最终算法(T2D和CKD的检测、血管紧张素转换酶抑制剂或血管紧张素受体阻阻剂的启动/滴定、钠-葡萄糖共转运蛋白-2抑制剂和芬烯酮的启动/管理)达成共识。每轮需要6名社区药剂师进行3轮验证算法。一份由两部分组成的问卷被使用,其中药剂师使用李克特量表评定内容和面效度。每轮和3轮的I-CVI和S-CVI/Ave测定。对5个陈述的同意等级计算百分比。进行访谈并进行分析。在两轮之间对算法进行了修订。结果:18名社区药师(每轮6名)参与,平均±标准差为18±11年。每轮算法各条目的I-CVI在0.83 ~ 1之间,至少有6名受试者满足0.83的内容效度阈值(P < 0.05)。3轮总S-CVI/Ave为0.97。在三轮测试中,同意或强烈同意5个面部效度陈述的参与者的总体百分比在83%到100%之间,高于预先设定的面部效度共识阈值。局限性:该算法适用于eGFR为30至60 mL/min/1.73m²的个体。虽然指导用药指示低于这个阈值,但选择这个切点是因为这些个体通常应该转诊给肾病专家。在等待肾脏学观察的过程中,在低于这个阈值的情况下,可能会延迟启动肾脏保护药物。结论:这是第一个开发和验证一种新的护理模式算法的研究,该模式利用社区药剂师在初级保健中识别和管理T2D和CKD。该算法具有较高的内容有效性和人脸有效性。未来的实施和评估将决定算法的有效性和安全性。试验注册:未注册。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Optimizing Prescribing for Individuals With Type 2 Diabetes and Chronic Kidney Disease Through the Development and Validation of Algorithms for Community Pharmacists.

Background: Diabetes is the leading cause of kidney disease and contributes to 38% of kidney failure requiring dialysis. A gap in detection and management of type 2 diabetes (T2D) in chronic kidney disease (CKD) exists in primary care. Community pharmacists are positioned to support those not able to access kidney care through traditional pathways. Algorithms were developed and validated to assist community pharmacists in identifying individuals with T2D in CKD and prescribing kidney-protective medications.

Objective: The objective was to develop and validate pharmacist algorithms to confirm T2D and CKD and to prescribe guideline-directed therapies for individuals with an estimated glomerular filtration rate (eGFR) of 30 to 60 mL/min/1.73 m² in community pharmacy primary care clinics in Nova Scotia.

Design: Lynn's method was utilized for algorithm development and content validation. Interview data were analyzed using qualitative descriptive analysis.

Setting: Pharmacists working in primary care clinic settings completed content and face algorithm validation, and virtual interviews were conducted following each round of validation.

Patients: The algorithms aim to support individuals with T2D and CKD in primary care by optimizing the resources and capacity of community pharmacists while ensuring safety and quality of care through a team-based approach. Patient partners were not part of algorithm development and validation.

Measurements: Content validity was computed using an item-level content validity index (I-CVI) and scale-level content validity index (S-CVI/Ave) per round. To measure face validity, percentages of those that "agreed" or "strongly agreed" to five statements were calculated.

Methods: Evidence- and expert-informed algorithms were developed and revised using Lynn's 3-step method (domain identification, item generation per domain, and instrument formation). Best evidence was collated with literature searches, and experts in nephrology, endocrinology, family medicine, nursing, and pharmacy revised the algorithms until there was consensus agreement on 4 final algorithms (detection of T2D and CKD, initiation/titration of angiotensin-converting enzyme inhibitors or angiotensin receptor blockers, and initiation/management of sodium-glucose cotransporter-2 inhibitors and finerenone). Six community pharmacists per round for 3 rounds were needed to validate the algorithms. A 2-part questionnaire was utilized where pharmacists rated content and face validity using Likert scales. I-CVI and S-CVI/Ave per round and across 3 rounds were determined. Percentages were calculated for the rating level of agreement to 5 statements. Interviews were conducted and analyzed. Revisions were made to the algorithms between rounds.

Results: Eighteen community pharmacists (6 per round) participated with a mean ± standard deviation of 18 ±11 years of experience. The I-CVI of each item of the algorithms per round ranged from 0.83 to 1, which met the content validity threshold of 0.83 (P < .05) for at least 6 participants. The overall S-CVI/Ave across 3 rounds was 0.97. The overall percentage of participants across 3 rounds who agreed or strongly agreed to 5 face validity statements ranged from 83% to 100%, which was above the prespecified threshold for face validity consensus.

Limitations: The algorithms are intended for individuals with an eGFR of 30 to 60 mL/min/1.73m². While guideline medications are indicated below this threshold, this cut point was selected as these individuals should typically be referred to a nephrologist. There is a potential for delays in initiation of kidney-protective medications below this threshold while waiting to be seen by nephrology.

Conclusions: This is the first study to develop and validate algorithms for a new model of care that utilizes community pharmacists to identify and manage T2D and CKD in primary care. The algorithms achieved high content and face validity. Future implementation and evaluation will determine the effectiveness and safety of the algorithms.

Trial registration: Not registered.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
3.00
自引率
5.90%
发文量
84
审稿时长
12 weeks
期刊介绍: Canadian Journal of Kidney Health and Disease, the official journal of the Canadian Society of Nephrology, is an open access, peer-reviewed online journal that encourages high quality submissions focused on clinical, translational and health services delivery research in the field of chronic kidney disease, dialysis, kidney transplantation and organ donation. Our mandate is to promote and advocate for kidney health as it impacts national and international communities. Basic science, translational studies and clinical studies will be peer reviewed and processed by an Editorial Board comprised of geographically diverse Canadian and international nephrologists, internists and allied health professionals; this Editorial Board is mandated to ensure highest quality publications.
期刊最新文献
Optimizing Prescribing for Individuals With Type 2 Diabetes and Chronic Kidney Disease Through the Development and Validation of Algorithms for Community Pharmacists. Environmental Sustainability Is Needed in Kidney Care: Patient, Donor, and Provider Perspectives. Genetic Assessment of Living Kidney Transplant Donors: A Survey of Canadian Practices. Home Sweet Home: A Program Report on Promoting the Uptake of Home Dialysis. Definitions of Hemodynamic Instability Related to Renal Replacement Therapy in Critically Ill Patients: A Systematic Review Protocol.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1