Patient Preferences in Surveillance: Findings From a Discrete Choice Experiment in the “My Follow-Up” Study
Approximately 800 000 people die globally from colorectal cancer (CRC) every year. Prevention programs promote early detection, but for people with precancerous lesions, tailoring surveillance to include lifestyle-change programs could enhance prevention potential and improve outcomes. Those with in...
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description | Approximately 800 000 people die globally from colorectal cancer (CRC) every year. Prevention programs promote early detection, but for people with precancerous lesions, tailoring surveillance to include lifestyle-change programs could enhance prevention potential and improve outcomes.
Those with intermediate or high-risk polyps removed during CRC screening colonoscopy within the Northern Ireland CRC Screening Programme were invited to complete 8 discrete choice questions about tailored surveillance, analyzed using random-parameters logit and a latent class modeling approach.
A total of 231 participants (77% male) self-reported comorbid hypertension (53%), high cholesterol (48%), and mean body mass index of 28.7 (overweight). Although 39% of participants were unaware of their CRC risk status, 30.9% indicated they were already making changes to reduce their risk. Although all respondents were significantly risk- and cost-averse, the latent class analysis identified 3 segments (classes):
1. Class 1 (26.8%) significantly favored phone or email support for a lifestyle change, a 17-month testing interval, and noninvasive testing.
2. Class 2 (48.4%) preferred the status quo.
3. Class 3 (24.7%) significantly favored further risk reduction and invasive testing.
This is the first documented preference study focusing on postpolypectomy surveillance offering lifestyle interventions. Although current care is strongly preferred, risk and cost aversion are important for participants. Latent class analysis shows that some respondents are willing to change diet and lifestyle behaviors, reflecting a teachable moment, with opportunities to personalize and optimize surveillance. Significant discordance between perceived and known risk of recurrence and limited recall of risk information provided within current practice suggest necessary improvements to surveillance programs.
•Changes to diet and lifestyle, not currently offered within postpolypectomy surveillance, could potentially reduce cancer risk. Little is understood of patient preferences for their inclusion.•This is the first preferences study in postpolypectomy surveillance offering lifestyle interventions. Results show risk and cost-aversion and willingness to accept some lifestyle-change programs.•This study identifies low levels of risk awareness and information recall in a comorbid group highlighting the potential to support lifestyle-change interventions. |
doi_str_mv | 10.1016/j.jval.2020.05.015 |
format | Article |
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Those with intermediate or high-risk polyps removed during CRC screening colonoscopy within the Northern Ireland CRC Screening Programme were invited to complete 8 discrete choice questions about tailored surveillance, analyzed using random-parameters logit and a latent class modeling approach.
A total of 231 participants (77% male) self-reported comorbid hypertension (53%), high cholesterol (48%), and mean body mass index of 28.7 (overweight). Although 39% of participants were unaware of their CRC risk status, 30.9% indicated they were already making changes to reduce their risk. Although all respondents were significantly risk- and cost-averse, the latent class analysis identified 3 segments (classes):
1. Class 1 (26.8%) significantly favored phone or email support for a lifestyle change, a 17-month testing interval, and noninvasive testing.
2. Class 2 (48.4%) preferred the status quo.
3. Class 3 (24.7%) significantly favored further risk reduction and invasive testing.
This is the first documented preference study focusing on postpolypectomy surveillance offering lifestyle interventions. Although current care is strongly preferred, risk and cost aversion are important for participants. Latent class analysis shows that some respondents are willing to change diet and lifestyle behaviors, reflecting a teachable moment, with opportunities to personalize and optimize surveillance. Significant discordance between perceived and known risk of recurrence and limited recall of risk information provided within current practice suggest necessary improvements to surveillance programs.
•Changes to diet and lifestyle, not currently offered within postpolypectomy surveillance, could potentially reduce cancer risk. Little is understood of patient preferences for their inclusion.•This is the first preferences study in postpolypectomy surveillance offering lifestyle interventions. Results show risk and cost-aversion and willingness to accept some lifestyle-change programs.•This study identifies low levels of risk awareness and information recall in a comorbid group highlighting the potential to support lifestyle-change interventions.</description><identifier>ISSN: 1098-3015</identifier><identifier>EISSN: 1524-4733</identifier><identifier>DOI: 10.1016/j.jval.2020.05.015</identifier><identifier>PMID: 33032782</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Aversion ; Body mass index ; Body weight ; cancer risk ; Choice Behavior ; Cholesterol ; Colonic Polyps - surgery ; Colonoscopy ; Colonoscopy - psychology ; Colorectal cancer ; Colorectal carcinoma ; Colorectal Neoplasms - diagnosis ; Comorbidity ; Diet ; Discordance ; Discrete choice ; discrete choice experiment ; Early Detection of Cancer - methods ; Early Detection of Cancer - psychology ; Email ; Female ; Follow-Up Studies ; High risk ; Humans ; Hypertension ; Invasiveness ; Latent class analysis ; latent class modeling ; Lesions ; lifestyle ; Lifestyles ; Male ; Medical screening ; Middle Aged ; Northern Ireland ; Obesity ; Overweight ; Patient Preference - psychology ; Patient Preference - statistics & numerical data ; Polyps ; postpolypectomy ; preference elicitation ; Prevention programs ; Recurrence ; Risk assessment ; Risk factors ; Risk reduction ; Risk Reduction Behavior ; Surveillance ; Treatment preferences</subject><ispartof>Value in health, 2020-10, Vol.23 (10), p.1373-1383</ispartof><rights>2020 ISPOR–The Professional Society for Health Economics and Outcomes Research</rights><rights>Copyright © 2020 ISPOR–The Professional Society for Health Economics and Outcomes Research. Published by Elsevier Inc. All rights reserved.</rights><rights>Copyright Elsevier Science Ltd. Oct 2020</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c428t-8c54defeba0e483f2bde19eab51bd259ef4ab642b4b8638ba2471b6bdf06a8283</citedby><cites>FETCH-LOGICAL-c428t-8c54defeba0e483f2bde19eab51bd259ef4ab642b4b8638ba2471b6bdf06a8283</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S109830152032132X$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,30976,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33032782$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>McFerran, Ethna</creatorcontrib><creatorcontrib>Boeri, Marco</creatorcontrib><creatorcontrib>Kee, Frank</creatorcontrib><title>Patient Preferences in Surveillance: Findings From a Discrete Choice Experiment in the “My Follow-Up” Study</title><title>Value in health</title><addtitle>Value Health</addtitle><description>Approximately 800 000 people die globally from colorectal cancer (CRC) every year. Prevention programs promote early detection, but for people with precancerous lesions, tailoring surveillance to include lifestyle-change programs could enhance prevention potential and improve outcomes.
Those with intermediate or high-risk polyps removed during CRC screening colonoscopy within the Northern Ireland CRC Screening Programme were invited to complete 8 discrete choice questions about tailored surveillance, analyzed using random-parameters logit and a latent class modeling approach.
A total of 231 participants (77% male) self-reported comorbid hypertension (53%), high cholesterol (48%), and mean body mass index of 28.7 (overweight). Although 39% of participants were unaware of their CRC risk status, 30.9% indicated they were already making changes to reduce their risk. Although all respondents were significantly risk- and cost-averse, the latent class analysis identified 3 segments (classes):
1. Class 1 (26.8%) significantly favored phone or email support for a lifestyle change, a 17-month testing interval, and noninvasive testing.
2. Class 2 (48.4%) preferred the status quo.
3. Class 3 (24.7%) significantly favored further risk reduction and invasive testing.
This is the first documented preference study focusing on postpolypectomy surveillance offering lifestyle interventions. Although current care is strongly preferred, risk and cost aversion are important for participants. Latent class analysis shows that some respondents are willing to change diet and lifestyle behaviors, reflecting a teachable moment, with opportunities to personalize and optimize surveillance. Significant discordance between perceived and known risk of recurrence and limited recall of risk information provided within current practice suggest necessary improvements to surveillance programs.
•Changes to diet and lifestyle, not currently offered within postpolypectomy surveillance, could potentially reduce cancer risk. Little is understood of patient preferences for their inclusion.•This is the first preferences study in postpolypectomy surveillance offering lifestyle interventions. Results show risk and cost-aversion and willingness to accept some lifestyle-change programs.•This study identifies low levels of risk awareness and information recall in a comorbid group highlighting the potential to support lifestyle-change interventions.</description><subject>Aversion</subject><subject>Body mass index</subject><subject>Body weight</subject><subject>cancer risk</subject><subject>Choice Behavior</subject><subject>Cholesterol</subject><subject>Colonic Polyps - surgery</subject><subject>Colonoscopy</subject><subject>Colonoscopy - psychology</subject><subject>Colorectal cancer</subject><subject>Colorectal carcinoma</subject><subject>Colorectal Neoplasms - diagnosis</subject><subject>Comorbidity</subject><subject>Diet</subject><subject>Discordance</subject><subject>Discrete choice</subject><subject>discrete choice experiment</subject><subject>Early Detection of Cancer - methods</subject><subject>Early Detection of Cancer - psychology</subject><subject>Email</subject><subject>Female</subject><subject>Follow-Up Studies</subject><subject>High risk</subject><subject>Humans</subject><subject>Hypertension</subject><subject>Invasiveness</subject><subject>Latent class analysis</subject><subject>latent class modeling</subject><subject>Lesions</subject><subject>lifestyle</subject><subject>Lifestyles</subject><subject>Male</subject><subject>Medical screening</subject><subject>Middle Aged</subject><subject>Northern Ireland</subject><subject>Obesity</subject><subject>Overweight</subject><subject>Patient Preference - psychology</subject><subject>Patient Preference - statistics & numerical data</subject><subject>Polyps</subject><subject>postpolypectomy</subject><subject>preference elicitation</subject><subject>Prevention programs</subject><subject>Recurrence</subject><subject>Risk assessment</subject><subject>Risk factors</subject><subject>Risk reduction</subject><subject>Risk Reduction Behavior</subject><subject>Surveillance</subject><subject>Treatment preferences</subject><issn>1098-3015</issn><issn>1524-4733</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>7QJ</sourceid><recordid>eNp9kc1u1DAUhS1ERX_gBVggS2zYJPVvxkFsqqFDKxVRqXRt2fENdZSJBzsZmF0fpLxcnwRHU1iwYGXr6jtH956D0GtKSkpoddqV3db0JSOMlESWhMpn6IhKJgqx4Px5_pNaFTzPD9FxSh0hpOJMvkCHnBPOFoodoXBtRg_DiK8jtBBhaCBhP-CbKW7B973Jg_d45Qfnh28Jr2JYY4M_-tREGAEv74JvAJ__3ED069kna8c7wI_3D593eBX6PvwobjeP97_wzTi53Ut00Jo-waun9wTdrs6_Li-Kqy-fLpdnV0UjmBoL1Ujh8kLWEBCKt8w6oDUYK6l1TNbQCmMrwaywquLKGiYW1FbWtaQyiil-gt7tfTcxfJ8gjXqdd4b5IAhT0kyIupZcSJ7Rt_-gXZjikLfLlJQ1Z6qSmWJ7qokhpRyW3uSLTdxpSvRch-70XIee69BE6hx7Fr15sp7sGtxfyZ_8M_BhD0DOYush6tT4uQTnIzSjdsH_z_83RU-dtA</recordid><startdate>202010</startdate><enddate>202010</enddate><creator>McFerran, Ethna</creator><creator>Boeri, Marco</creator><creator>Kee, Frank</creator><general>Elsevier Inc</general><general>Elsevier Science Ltd</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QJ</scope><scope>7X8</scope></search><sort><creationdate>202010</creationdate><title>Patient Preferences in Surveillance: Findings From a Discrete Choice Experiment in the “My Follow-Up” Study</title><author>McFerran, Ethna ; Boeri, Marco ; Kee, Frank</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c428t-8c54defeba0e483f2bde19eab51bd259ef4ab642b4b8638ba2471b6bdf06a8283</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Aversion</topic><topic>Body mass index</topic><topic>Body weight</topic><topic>cancer risk</topic><topic>Choice Behavior</topic><topic>Cholesterol</topic><topic>Colonic Polyps - surgery</topic><topic>Colonoscopy</topic><topic>Colonoscopy - psychology</topic><topic>Colorectal cancer</topic><topic>Colorectal carcinoma</topic><topic>Colorectal Neoplasms - diagnosis</topic><topic>Comorbidity</topic><topic>Diet</topic><topic>Discordance</topic><topic>Discrete choice</topic><topic>discrete choice experiment</topic><topic>Early Detection of Cancer - methods</topic><topic>Early Detection of Cancer - psychology</topic><topic>Email</topic><topic>Female</topic><topic>Follow-Up Studies</topic><topic>High risk</topic><topic>Humans</topic><topic>Hypertension</topic><topic>Invasiveness</topic><topic>Latent class analysis</topic><topic>latent class modeling</topic><topic>Lesions</topic><topic>lifestyle</topic><topic>Lifestyles</topic><topic>Male</topic><topic>Medical screening</topic><topic>Middle Aged</topic><topic>Northern Ireland</topic><topic>Obesity</topic><topic>Overweight</topic><topic>Patient Preference - psychology</topic><topic>Patient Preference - statistics & numerical data</topic><topic>Polyps</topic><topic>postpolypectomy</topic><topic>preference elicitation</topic><topic>Prevention programs</topic><topic>Recurrence</topic><topic>Risk assessment</topic><topic>Risk factors</topic><topic>Risk reduction</topic><topic>Risk Reduction Behavior</topic><topic>Surveillance</topic><topic>Treatment preferences</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>McFerran, Ethna</creatorcontrib><creatorcontrib>Boeri, Marco</creatorcontrib><creatorcontrib>Kee, Frank</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Applied Social Sciences Index & Abstracts (ASSIA)</collection><collection>MEDLINE - Academic</collection><jtitle>Value in health</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>McFerran, Ethna</au><au>Boeri, Marco</au><au>Kee, Frank</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Patient Preferences in Surveillance: Findings From a Discrete Choice Experiment in the “My Follow-Up” Study</atitle><jtitle>Value in health</jtitle><addtitle>Value Health</addtitle><date>2020-10</date><risdate>2020</risdate><volume>23</volume><issue>10</issue><spage>1373</spage><epage>1383</epage><pages>1373-1383</pages><issn>1098-3015</issn><eissn>1524-4733</eissn><abstract>Approximately 800 000 people die globally from colorectal cancer (CRC) every year. Prevention programs promote early detection, but for people with precancerous lesions, tailoring surveillance to include lifestyle-change programs could enhance prevention potential and improve outcomes.
Those with intermediate or high-risk polyps removed during CRC screening colonoscopy within the Northern Ireland CRC Screening Programme were invited to complete 8 discrete choice questions about tailored surveillance, analyzed using random-parameters logit and a latent class modeling approach.
A total of 231 participants (77% male) self-reported comorbid hypertension (53%), high cholesterol (48%), and mean body mass index of 28.7 (overweight). Although 39% of participants were unaware of their CRC risk status, 30.9% indicated they were already making changes to reduce their risk. Although all respondents were significantly risk- and cost-averse, the latent class analysis identified 3 segments (classes):
1. Class 1 (26.8%) significantly favored phone or email support for a lifestyle change, a 17-month testing interval, and noninvasive testing.
2. Class 2 (48.4%) preferred the status quo.
3. Class 3 (24.7%) significantly favored further risk reduction and invasive testing.
This is the first documented preference study focusing on postpolypectomy surveillance offering lifestyle interventions. Although current care is strongly preferred, risk and cost aversion are important for participants. Latent class analysis shows that some respondents are willing to change diet and lifestyle behaviors, reflecting a teachable moment, with opportunities to personalize and optimize surveillance. Significant discordance between perceived and known risk of recurrence and limited recall of risk information provided within current practice suggest necessary improvements to surveillance programs.
•Changes to diet and lifestyle, not currently offered within postpolypectomy surveillance, could potentially reduce cancer risk. Little is understood of patient preferences for their inclusion.•This is the first preferences study in postpolypectomy surveillance offering lifestyle interventions. Results show risk and cost-aversion and willingness to accept some lifestyle-change programs.•This study identifies low levels of risk awareness and information recall in a comorbid group highlighting the potential to support lifestyle-change interventions.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>33032782</pmid><doi>10.1016/j.jval.2020.05.015</doi><tpages>11</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Aversion Body mass index Body weight cancer risk Choice Behavior Cholesterol Colonic Polyps - surgery Colonoscopy Colonoscopy - psychology Colorectal cancer Colorectal carcinoma Colorectal Neoplasms - diagnosis Comorbidity Diet Discordance Discrete choice discrete choice experiment Early Detection of Cancer - methods Early Detection of Cancer - psychology Female Follow-Up Studies High risk Humans Hypertension Invasiveness Latent class analysis latent class modeling Lesions lifestyle Lifestyles Male Medical screening Middle Aged Northern Ireland Obesity Overweight Patient Preference - psychology Patient Preference - statistics & numerical data Polyps postpolypectomy preference elicitation Prevention programs Recurrence Risk assessment Risk factors Risk reduction Risk Reduction Behavior Surveillance Treatment preferences |
title | Patient Preferences in Surveillance: Findings From a Discrete Choice Experiment in the “My Follow-Up” Study |
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