Impact of a novel pharmacist-delivered behavioral intervention for patients with poorly-controlled diabetes: The ENhancing outcomes through Goal Assessment and Generating Engagement in Diabetes Mellitus (ENGAGE-DM) pragmatic randomized trial
Many factors contribute to suboptimal diabetes control including insufficiently-intensive treatment and non-adherence to medication and lifestyle. Determining which of these is most relevant for individual patients is challenging. Patient engagement techniques may help identify contributors to subop...
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Veröffentlicht in: | PloS one 2019-04, Vol.14 (4), p.e0214754-e0214754 |
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creator | Lauffenburger, Julie C Ghazinouri, Roya Jan, Saira Makanji, Sagar Ferro, Christina A Lewey, Jennifer Wittbrodt, Eric Lee, Jessica Haff, Nancy Fontanet, Constance P Choudhry, Niteesh K |
description | Many factors contribute to suboptimal diabetes control including insufficiently-intensive treatment and non-adherence to medication and lifestyle. Determining which of these is most relevant for individual patients is challenging. Patient engagement techniques may help identify contributors to suboptimal adherence and address barriers (using motivational interviewing) and help facilitate choices among treatment augmentation options (using shared decision-making). These methods have not been used in combination to improve diabetes outcomes.
To evaluate the impact of a telephone-based patient-centered intervention on glycosylated hemoglobin (HbA1c) control for individuals with poorly-controlled diabetes.
Two-arm pragmatic randomized control trial within an explanatory sequential mixed-methods design.
1,400 participants 18-64 years old with poorly-controlled type 2 diabetes.
The intervention was delivered over the telephone by a clinical pharmacist and consisted of a 2-step process that integrated brief negotiated interviewing and shared decision-making to identify patient goals and options for enhancing diabetes management.
The primary outcome was change in HbA1c. Secondary outcomes were medication adherence measures. Outcomes were evaluated using intention-to-treat principles; multiple imputation was used for missing values in the 12-month follow-up. We used information from pharmacist notes to elicit factors to potentially explain the intervention's effectiveness.
Participants had a mean age of 54.7 years (SD:8.3) and baseline HbA1c of 9.4 (SD:1.6). Change in HbA1c from baseline was -0.79 (SD:2.01) in the control arm and -0.75 (SD:1.76) in the intervention arm (difference:+0.04, 95%CI: -0.22, 0.30). There were no significant differences in adherence. In as-treated analyses, the intervention significantly improved diabetes control (-0.48, 95%CI: -0.91, -0.05). Qualitative findings provided several potential explanations for the findings, including insufficiently addressing patient barriers.
A novel telephone-based patient-centered intervention did not improve HbA1c among individuals with poorly-controlled diabetes, though as-treated analyses suggest that the intervention was effective for those who received it.
ClinicalTrials.gov NCT02910089. |
doi_str_mv | 10.1371/journal.pone.0214754 |
format | Article |
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To evaluate the impact of a telephone-based patient-centered intervention on glycosylated hemoglobin (HbA1c) control for individuals with poorly-controlled diabetes.
Two-arm pragmatic randomized control trial within an explanatory sequential mixed-methods design.
1,400 participants 18-64 years old with poorly-controlled type 2 diabetes.
The intervention was delivered over the telephone by a clinical pharmacist and consisted of a 2-step process that integrated brief negotiated interviewing and shared decision-making to identify patient goals and options for enhancing diabetes management.
The primary outcome was change in HbA1c. Secondary outcomes were medication adherence measures. Outcomes were evaluated using intention-to-treat principles; multiple imputation was used for missing values in the 12-month follow-up. We used information from pharmacist notes to elicit factors to potentially explain the intervention's effectiveness.
Participants had a mean age of 54.7 years (SD:8.3) and baseline HbA1c of 9.4 (SD:1.6). Change in HbA1c from baseline was -0.79 (SD:2.01) in the control arm and -0.75 (SD:1.76) in the intervention arm (difference:+0.04, 95%CI: -0.22, 0.30). There were no significant differences in adherence. In as-treated analyses, the intervention significantly improved diabetes control (-0.48, 95%CI: -0.91, -0.05). Qualitative findings provided several potential explanations for the findings, including insufficiently addressing patient barriers.
A novel telephone-based patient-centered intervention did not improve HbA1c among individuals with poorly-controlled diabetes, though as-treated analyses suggest that the intervention was effective for those who received it.
ClinicalTrials.gov NCT02910089.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0214754</identifier><identifier>PMID: 30939143</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Adhesion ; Adolescent ; Adult ; Analysis ; Behavior Control ; Biology and life sciences ; Blood glucose ; Care and treatment ; Clinical decision making ; Clinical trials ; Control ; Decision making ; Diabetes ; Diabetes mellitus ; Diabetes mellitus (non-insulin dependent) ; Diabetes Mellitus, Type 2 - drug therapy ; Diabetes Mellitus, Type 2 - psychology ; Diabetes therapy ; Disease control ; Drug stores ; Drug therapy ; Drugs ; Engineering and Technology ; Female ; Glucose ; Glycated Hemoglobin A - analysis ; Glycosylated hemoglobin ; Health aspects ; Health care policy ; Hemoglobin ; Hemoglobins ; Hospitals ; Humans ; Hypoglycemic Agents - therapeutic use ; Intervention ; Male ; Medical research ; Medical schools ; Medication Adherence ; Medicine ; Medicine and health sciences ; Methods ; Middle Aged ; Motivation ; Motivational Interviewing ; Novels ; Patient compliance ; Patients ; People and Places ; Pharmacists ; Pharmacoeconomics ; Risk factors ; Social Sciences ; Studies ; Telemedicine ; Telephone ; Treatment Outcome ; Type 2 diabetes ; Womens health ; Young Adult</subject><ispartof>PloS one, 2019-04, Vol.14 (4), p.e0214754-e0214754</ispartof><rights>COPYRIGHT 2019 Public Library of Science</rights><rights>2019 Lauffenburger et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2019 Lauffenburger et al 2019 Lauffenburger et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c593t-591659ed6ce561125ff1f736acbff10c8d8e85519796e8aef5897837b2df77593</citedby><cites>FETCH-LOGICAL-c593t-591659ed6ce561125ff1f736acbff10c8d8e85519796e8aef5897837b2df77593</cites><orcidid>0000-0002-4060-7638 ; 0000-0002-4940-4140</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6445420/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6445420/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,2096,2915,23845,27901,27902,53766,53768,79342,79343</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30939143$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Lauffenburger, Julie C</creatorcontrib><creatorcontrib>Ghazinouri, Roya</creatorcontrib><creatorcontrib>Jan, Saira</creatorcontrib><creatorcontrib>Makanji, Sagar</creatorcontrib><creatorcontrib>Ferro, Christina A</creatorcontrib><creatorcontrib>Lewey, Jennifer</creatorcontrib><creatorcontrib>Wittbrodt, Eric</creatorcontrib><creatorcontrib>Lee, Jessica</creatorcontrib><creatorcontrib>Haff, Nancy</creatorcontrib><creatorcontrib>Fontanet, Constance P</creatorcontrib><creatorcontrib>Choudhry, Niteesh K</creatorcontrib><title>Impact of a novel pharmacist-delivered behavioral intervention for patients with poorly-controlled diabetes: The ENhancing outcomes through Goal Assessment and Generating Engagement in Diabetes Mellitus (ENGAGE-DM) pragmatic randomized trial</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>Many factors contribute to suboptimal diabetes control including insufficiently-intensive treatment and non-adherence to medication and lifestyle. Determining which of these is most relevant for individual patients is challenging. Patient engagement techniques may help identify contributors to suboptimal adherence and address barriers (using motivational interviewing) and help facilitate choices among treatment augmentation options (using shared decision-making). These methods have not been used in combination to improve diabetes outcomes.
To evaluate the impact of a telephone-based patient-centered intervention on glycosylated hemoglobin (HbA1c) control for individuals with poorly-controlled diabetes.
Two-arm pragmatic randomized control trial within an explanatory sequential mixed-methods design.
1,400 participants 18-64 years old with poorly-controlled type 2 diabetes.
The intervention was delivered over the telephone by a clinical pharmacist and consisted of a 2-step process that integrated brief negotiated interviewing and shared decision-making to identify patient goals and options for enhancing diabetes management.
The primary outcome was change in HbA1c. Secondary outcomes were medication adherence measures. Outcomes were evaluated using intention-to-treat principles; multiple imputation was used for missing values in the 12-month follow-up. We used information from pharmacist notes to elicit factors to potentially explain the intervention's effectiveness.
Participants had a mean age of 54.7 years (SD:8.3) and baseline HbA1c of 9.4 (SD:1.6). Change in HbA1c from baseline was -0.79 (SD:2.01) in the control arm and -0.75 (SD:1.76) in the intervention arm (difference:+0.04, 95%CI: -0.22, 0.30). There were no significant differences in adherence. In as-treated analyses, the intervention significantly improved diabetes control (-0.48, 95%CI: -0.91, -0.05). Qualitative findings provided several potential explanations for the findings, including insufficiently addressing patient barriers.
A novel telephone-based patient-centered intervention did not improve HbA1c among individuals with poorly-controlled diabetes, though as-treated analyses suggest that the intervention was effective for those who received it.
ClinicalTrials.gov NCT02910089.</description><subject>Adhesion</subject><subject>Adolescent</subject><subject>Adult</subject><subject>Analysis</subject><subject>Behavior Control</subject><subject>Biology and life sciences</subject><subject>Blood glucose</subject><subject>Care and treatment</subject><subject>Clinical decision making</subject><subject>Clinical trials</subject><subject>Control</subject><subject>Decision making</subject><subject>Diabetes</subject><subject>Diabetes mellitus</subject><subject>Diabetes mellitus (non-insulin dependent)</subject><subject>Diabetes Mellitus, Type 2 - drug therapy</subject><subject>Diabetes Mellitus, Type 2 - psychology</subject><subject>Diabetes therapy</subject><subject>Disease control</subject><subject>Drug stores</subject><subject>Drug therapy</subject><subject>Drugs</subject><subject>Engineering and Technology</subject><subject>Female</subject><subject>Glucose</subject><subject>Glycated Hemoglobin A - analysis</subject><subject>Glycosylated hemoglobin</subject><subject>Health aspects</subject><subject>Health care policy</subject><subject>Hemoglobin</subject><subject>Hemoglobins</subject><subject>Hospitals</subject><subject>Humans</subject><subject>Hypoglycemic Agents - therapeutic use</subject><subject>Intervention</subject><subject>Male</subject><subject>Medical research</subject><subject>Medical schools</subject><subject>Medication Adherence</subject><subject>Medicine</subject><subject>Medicine and health sciences</subject><subject>Methods</subject><subject>Middle Aged</subject><subject>Motivation</subject><subject>Motivational Interviewing</subject><subject>Novels</subject><subject>Patient compliance</subject><subject>Patients</subject><subject>People and Places</subject><subject>Pharmacists</subject><subject>Pharmacoeconomics</subject><subject>Risk factors</subject><subject>Social Sciences</subject><subject>Studies</subject><subject>Telemedicine</subject><subject>Telephone</subject><subject>Treatment Outcome</subject><subject>Type 2 diabetes</subject><subject>Womens health</subject><subject>Young 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of a novel pharmacist-delivered behavioral intervention for patients with poorly-controlled diabetes: The ENhancing outcomes through Goal Assessment and Generating Engagement in Diabetes Mellitus (ENGAGE-DM) pragmatic randomized trial</title><author>Lauffenburger, Julie C ; Ghazinouri, Roya ; Jan, Saira ; Makanji, Sagar ; Ferro, Christina A ; Lewey, Jennifer ; Wittbrodt, Eric ; Lee, Jessica ; Haff, Nancy ; Fontanet, Constance P ; Choudhry, Niteesh K</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c593t-591659ed6ce561125ff1f736acbff10c8d8e85519796e8aef5897837b2df77593</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Adhesion</topic><topic>Adolescent</topic><topic>Adult</topic><topic>Analysis</topic><topic>Behavior Control</topic><topic>Biology and life sciences</topic><topic>Blood glucose</topic><topic>Care and treatment</topic><topic>Clinical decision 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Adherence</topic><topic>Medicine</topic><topic>Medicine and health sciences</topic><topic>Methods</topic><topic>Middle Aged</topic><topic>Motivation</topic><topic>Motivational Interviewing</topic><topic>Novels</topic><topic>Patient compliance</topic><topic>Patients</topic><topic>People and Places</topic><topic>Pharmacists</topic><topic>Pharmacoeconomics</topic><topic>Risk factors</topic><topic>Social Sciences</topic><topic>Studies</topic><topic>Telemedicine</topic><topic>Telephone</topic><topic>Treatment Outcome</topic><topic>Type 2 diabetes</topic><topic>Womens health</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lauffenburger, Julie C</creatorcontrib><creatorcontrib>Ghazinouri, Roya</creatorcontrib><creatorcontrib>Jan, Saira</creatorcontrib><creatorcontrib>Makanji, Sagar</creatorcontrib><creatorcontrib>Ferro, Christina A</creatorcontrib><creatorcontrib>Lewey, Jennifer</creatorcontrib><creatorcontrib>Wittbrodt, 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Collection</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environmental Science Database</collection><collection>Materials Science Collection</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering collection</collection><collection>Environmental Science Collection</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lauffenburger, Julie C</au><au>Ghazinouri, Roya</au><au>Jan, Saira</au><au>Makanji, Sagar</au><au>Ferro, Christina A</au><au>Lewey, Jennifer</au><au>Wittbrodt, Eric</au><au>Lee, Jessica</au><au>Haff, Nancy</au><au>Fontanet, Constance P</au><au>Choudhry, Niteesh K</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Impact of a novel pharmacist-delivered behavioral intervention for patients with poorly-controlled diabetes: The ENhancing outcomes through Goal Assessment and Generating Engagement in Diabetes Mellitus (ENGAGE-DM) pragmatic randomized trial</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2019-04-02</date><risdate>2019</risdate><volume>14</volume><issue>4</issue><spage>e0214754</spage><epage>e0214754</epage><pages>e0214754-e0214754</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>Many factors contribute to suboptimal diabetes control including insufficiently-intensive treatment and non-adherence to medication and lifestyle. Determining which of these is most relevant for individual patients is challenging. Patient engagement techniques may help identify contributors to suboptimal adherence and address barriers (using motivational interviewing) and help facilitate choices among treatment augmentation options (using shared decision-making). These methods have not been used in combination to improve diabetes outcomes.
To evaluate the impact of a telephone-based patient-centered intervention on glycosylated hemoglobin (HbA1c) control for individuals with poorly-controlled diabetes.
Two-arm pragmatic randomized control trial within an explanatory sequential mixed-methods design.
1,400 participants 18-64 years old with poorly-controlled type 2 diabetes.
The intervention was delivered over the telephone by a clinical pharmacist and consisted of a 2-step process that integrated brief negotiated interviewing and shared decision-making to identify patient goals and options for enhancing diabetes management.
The primary outcome was change in HbA1c. Secondary outcomes were medication adherence measures. Outcomes were evaluated using intention-to-treat principles; multiple imputation was used for missing values in the 12-month follow-up. We used information from pharmacist notes to elicit factors to potentially explain the intervention's effectiveness.
Participants had a mean age of 54.7 years (SD:8.3) and baseline HbA1c of 9.4 (SD:1.6). Change in HbA1c from baseline was -0.79 (SD:2.01) in the control arm and -0.75 (SD:1.76) in the intervention arm (difference:+0.04, 95%CI: -0.22, 0.30). There were no significant differences in adherence. In as-treated analyses, the intervention significantly improved diabetes control (-0.48, 95%CI: -0.91, -0.05). Qualitative findings provided several potential explanations for the findings, including insufficiently addressing patient barriers.
A novel telephone-based patient-centered intervention did not improve HbA1c among individuals with poorly-controlled diabetes, though as-treated analyses suggest that the intervention was effective for those who received it.
ClinicalTrials.gov NCT02910089.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>30939143</pmid><doi>10.1371/journal.pone.0214754</doi><orcidid>https://orcid.org/0000-0002-4060-7638</orcidid><orcidid>https://orcid.org/0000-0002-4940-4140</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1932-6203 |
ispartof | PloS one, 2019-04, Vol.14 (4), p.e0214754-e0214754 |
issn | 1932-6203 1932-6203 |
language | eng |
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source | MEDLINE; Public Library of Science; Full-Text Journals in Chemistry (Open access); PubMed Central; Directory of Open Access Journals; EZB Electronic Journals Library |
subjects | Adhesion Adolescent Adult Analysis Behavior Control Biology and life sciences Blood glucose Care and treatment Clinical decision making Clinical trials Control Decision making Diabetes Diabetes mellitus Diabetes mellitus (non-insulin dependent) Diabetes Mellitus, Type 2 - drug therapy Diabetes Mellitus, Type 2 - psychology Diabetes therapy Disease control Drug stores Drug therapy Drugs Engineering and Technology Female Glucose Glycated Hemoglobin A - analysis Glycosylated hemoglobin Health aspects Health care policy Hemoglobin Hemoglobins Hospitals Humans Hypoglycemic Agents - therapeutic use Intervention Male Medical research Medical schools Medication Adherence Medicine Medicine and health sciences Methods Middle Aged Motivation Motivational Interviewing Novels Patient compliance Patients People and Places Pharmacists Pharmacoeconomics Risk factors Social Sciences Studies Telemedicine Telephone Treatment Outcome Type 2 diabetes Womens health Young Adult |
title | Impact of a novel pharmacist-delivered behavioral intervention for patients with poorly-controlled diabetes: The ENhancing outcomes through Goal Assessment and Generating Engagement in Diabetes Mellitus (ENGAGE-DM) pragmatic randomized trial |
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