Who says yes? Identifying selection biases in a psychosocial intervention study of multiple sclerosis
The purpose of this work is to examine whether patients' sociodemographic and medical characteristics are associated with participation in a randomized controlled trial of two psychosocial interventions. After elimination of basic ineligibles from a registry of multiple sclerosis patients, 325...
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Veröffentlicht in: | Social science & medicine (1982) 1995-02, Vol.40 (3), p.359-370 |
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description | The purpose of this work is to examine whether patients' sociodemographic and medical characteristics are associated with participation in a randomized controlled trial of two psychosocial interventions.
After elimination of basic ineligibles from a registry of multiple sclerosis patients, 325 patients were sent a letter inviting participation in the randomized trial. Among those invited, 29% expressed an interest in participating, 19% scheduled an intake interview and 13% were actually randomized.
x
2 and logistic regression analyses were used to determine what factors were associated with successive stages of participation or non-participation in the study.
Differential referral and participation rates could be traced in part to physician factors. With respect to patient factors, people were more likely to participate in the successive stages of recruitment if they had a higher median family income, lived a moderate distance from the hospital, and were disabled from working. Multivariate analyses of patient factors revealed that having a higher income and being disabled from work were the strongest predictors of participation, after adjusting for the effects of course of disease, disability status, and other sociodemographic predictors.
Implications of these findings are discussed in terms of potential sources of bias in the selection of eligible patients, as well as the role the investigator may play in highlighting or underplaying this selection bias. Suggestions are made to minimize the bias-generating barriers. |
doi_str_mv | 10.1016/0277-9536(94)E0092-7 |
format | Article |
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After elimination of basic ineligibles from a registry of multiple sclerosis patients, 325 patients were sent a letter inviting participation in the randomized trial. Among those invited, 29% expressed an interest in participating, 19% scheduled an intake interview and 13% were actually randomized.
x
2 and logistic regression analyses were used to determine what factors were associated with successive stages of participation or non-participation in the study.
Differential referral and participation rates could be traced in part to physician factors. With respect to patient factors, people were more likely to participate in the successive stages of recruitment if they had a higher median family income, lived a moderate distance from the hospital, and were disabled from working. Multivariate analyses of patient factors revealed that having a higher income and being disabled from work were the strongest predictors of participation, after adjusting for the effects of course of disease, disability status, and other sociodemographic predictors.
Implications of these findings are discussed in terms of potential sources of bias in the selection of eligible patients, as well as the role the investigator may play in highlighting or underplaying this selection bias. Suggestions are made to minimize the bias-generating barriers.</description><identifier>ISSN: 0277-9536</identifier><identifier>EISSN: 1873-5347</identifier><identifier>DOI: 10.1016/0277-9536(94)E0092-7</identifier><identifier>PMID: 7899948</identifier><identifier>CODEN: SSMDEP</identifier><language>eng</language><publisher>Oxford: Elsevier Ltd</publisher><subject>Adult ; Biological and medical sciences ; Chi-Square Distribution ; clinical trials ; Demographics ; Demography ; Female ; Health Status ; Humans ; Logistic Models ; Male ; Medical sciences ; Middle Aged ; Multiple Sclerosis ; Multiple sclerosis and variants. Guillain barré syndrome and other inflammatory polyneuropathies. Leukoencephalitis ; Neurology ; Patients ; psychosocial ; Psychosocial intervention ; Randomized Controlled Trials as Topic - psychology ; Randomized Controlled Trials as Topic - standards ; Randomized Controlled Trials as Topic - statistics & numerical data ; Referral and Consultation ; Selection Bias ; selection bias clinical trials psychosocial multiple sclerosis ; Severity of Illness Index ; Social research ; Socioeconomic Factors ; Therapy</subject><ispartof>Social science & medicine (1982), 1995-02, Vol.40 (3), p.359-370</ispartof><rights>1995</rights><rights>1995 INIST-CNRS</rights><rights>Copyright Pergamon Press Inc. Feb 1995</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c557t-774317ba7be0846c26be858a72d9c589b64e006c974d07dde0ca9fd42aa6155e3</citedby><cites>FETCH-LOGICAL-c557t-774317ba7be0846c26be858a72d9c589b64e006c974d07dde0ca9fd42aa6155e3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/0277-9536(94)E0092-7$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3536,3993,27903,27904,30979,33753,45974</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=3337631$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/7899948$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttp://econpapers.repec.org/article/eeesocmed/v_3a40_3ay_3a1995_3ai_3a3_3ap_3a359-370.htm$$DView record in RePEc$$Hfree_for_read</backlink></links><search><creatorcontrib>Schwartz, Carolyn E.</creatorcontrib><creatorcontrib>Fox, Bernard H.</creatorcontrib><title>Who says yes? Identifying selection biases in a psychosocial intervention study of multiple sclerosis</title><title>Social science & medicine (1982)</title><addtitle>Soc Sci Med</addtitle><description>The purpose of this work is to examine whether patients' sociodemographic and medical characteristics are associated with participation in a randomized controlled trial of two psychosocial interventions.
After elimination of basic ineligibles from a registry of multiple sclerosis patients, 325 patients were sent a letter inviting participation in the randomized trial. Among those invited, 29% expressed an interest in participating, 19% scheduled an intake interview and 13% were actually randomized.
x
2 and logistic regression analyses were used to determine what factors were associated with successive stages of participation or non-participation in the study.
Differential referral and participation rates could be traced in part to physician factors. With respect to patient factors, people were more likely to participate in the successive stages of recruitment if they had a higher median family income, lived a moderate distance from the hospital, and were disabled from working. Multivariate analyses of patient factors revealed that having a higher income and being disabled from work were the strongest predictors of participation, after adjusting for the effects of course of disease, disability status, and other sociodemographic predictors.
Implications of these findings are discussed in terms of potential sources of bias in the selection of eligible patients, as well as the role the investigator may play in highlighting or underplaying this selection bias. Suggestions are made to minimize the bias-generating barriers.</description><subject>Adult</subject><subject>Biological and medical sciences</subject><subject>Chi-Square Distribution</subject><subject>clinical trials</subject><subject>Demographics</subject><subject>Demography</subject><subject>Female</subject><subject>Health Status</subject><subject>Humans</subject><subject>Logistic Models</subject><subject>Male</subject><subject>Medical sciences</subject><subject>Middle Aged</subject><subject>Multiple Sclerosis</subject><subject>Multiple sclerosis and variants. Guillain barré syndrome and other inflammatory polyneuropathies. Leukoencephalitis</subject><subject>Neurology</subject><subject>Patients</subject><subject>psychosocial</subject><subject>Psychosocial intervention</subject><subject>Randomized Controlled Trials as Topic - psychology</subject><subject>Randomized Controlled Trials as Topic - standards</subject><subject>Randomized Controlled Trials as Topic - statistics & numerical data</subject><subject>Referral and Consultation</subject><subject>Selection Bias</subject><subject>selection bias clinical trials psychosocial multiple sclerosis</subject><subject>Severity of Illness Index</subject><subject>Social research</subject><subject>Socioeconomic Factors</subject><subject>Therapy</subject><issn>0277-9536</issn><issn>1873-5347</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>1995</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>X2L</sourceid><sourceid>BHHNA</sourceid><sourceid>7QJ</sourceid><recordid>eNqFkt-L1DAQx4so597pf6AQRA59qCbNr-ZFkePUkwNfFB9Dmk7dHN2ml2kX-t-buus--KCByUDm8x0y-aYonjH6hlGm3tJK69JIrl4Z8fqaUlOV-kGxYbXmpeRCPyw2J-RxcY54RylltOZnxZmujTGi3hTwYxsJugXJAvie3LQwTKFbwvCTIPTgpxAH0gSHgCQMxJERF7-NGH1wfT6ZIO1XSaZwmtuFxI7s5n4KYw8EfQ8pYsAnxaPO9QhPj_mi-P7x-tvV5_L266ebqw-3pZdST6XWgjPdON0ArYXylWqglrXTVWu8rE2jBFCqvNGipbptgXpnulZUzikmJfCL4vLQd0zxfgac7C6gh753A8QZrdbMVEqp_4JS5yUqmcEXf4F3cU5DHsJWnIqaVYZlSBwgn6fFBJ0dU9i5tFhG7eqVXY2wqxHWCPvbK6uz7MtBlmAEf9IAQH7eHbR2b7kTNG9LDmaMzCnk4DnGNUtjuaZ2O-1ys-fHi87Nqv3T7eh0rr881h1613fJDT7gCeOca8XXUd4dMMg27QMkiz7A4KENKf8G28bw76F-Ab6bycU</recordid><startdate>19950201</startdate><enddate>19950201</enddate><creator>Schwartz, Carolyn E.</creator><creator>Fox, Bernard H.</creator><general>Elsevier Ltd</general><general>Elsevier</general><general>Pergamon Press Inc</general><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>DKI</scope><scope>X2L</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7U3</scope><scope>7U4</scope><scope>8BJ</scope><scope>BHHNA</scope><scope>DWI</scope><scope>FQK</scope><scope>JBE</scope><scope>K9.</scope><scope>WZK</scope><scope>7QJ</scope><scope>7X8</scope></search><sort><creationdate>19950201</creationdate><title>Who says yes? Identifying selection biases in a psychosocial intervention study of multiple sclerosis</title><author>Schwartz, Carolyn E. ; Fox, Bernard H.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c557t-774317ba7be0846c26be858a72d9c589b64e006c974d07dde0ca9fd42aa6155e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>1995</creationdate><topic>Adult</topic><topic>Biological and medical sciences</topic><topic>Chi-Square Distribution</topic><topic>clinical trials</topic><topic>Demographics</topic><topic>Demography</topic><topic>Female</topic><topic>Health Status</topic><topic>Humans</topic><topic>Logistic Models</topic><topic>Male</topic><topic>Medical sciences</topic><topic>Middle Aged</topic><topic>Multiple Sclerosis</topic><topic>Multiple sclerosis and variants. Guillain barré syndrome and other inflammatory polyneuropathies. Leukoencephalitis</topic><topic>Neurology</topic><topic>Patients</topic><topic>psychosocial</topic><topic>Psychosocial intervention</topic><topic>Randomized Controlled Trials as Topic - psychology</topic><topic>Randomized Controlled Trials as Topic - standards</topic><topic>Randomized Controlled Trials as Topic - statistics & numerical data</topic><topic>Referral and Consultation</topic><topic>Selection Bias</topic><topic>selection bias clinical trials psychosocial multiple sclerosis</topic><topic>Severity of Illness Index</topic><topic>Social research</topic><topic>Socioeconomic Factors</topic><topic>Therapy</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Schwartz, Carolyn E.</creatorcontrib><creatorcontrib>Fox, Bernard H.</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>RePEc IDEAS</collection><collection>RePEc</collection><collection>CrossRef</collection><collection>Social Services Abstracts</collection><collection>Sociological Abstracts (pre-2017)</collection><collection>International Bibliography of the Social Sciences (IBSS)</collection><collection>Sociological Abstracts</collection><collection>Sociological Abstracts</collection><collection>International Bibliography of the Social Sciences</collection><collection>International Bibliography of the Social Sciences</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Sociological Abstracts (Ovid)</collection><collection>Applied Social Sciences Index & Abstracts (ASSIA)</collection><collection>MEDLINE - Academic</collection><jtitle>Social science & medicine (1982)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Schwartz, Carolyn E.</au><au>Fox, Bernard H.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Who says yes? Identifying selection biases in a psychosocial intervention study of multiple sclerosis</atitle><jtitle>Social science & medicine (1982)</jtitle><addtitle>Soc Sci Med</addtitle><date>1995-02-01</date><risdate>1995</risdate><volume>40</volume><issue>3</issue><spage>359</spage><epage>370</epage><pages>359-370</pages><issn>0277-9536</issn><eissn>1873-5347</eissn><coden>SSMDEP</coden><abstract>The purpose of this work is to examine whether patients' sociodemographic and medical characteristics are associated with participation in a randomized controlled trial of two psychosocial interventions.
After elimination of basic ineligibles from a registry of multiple sclerosis patients, 325 patients were sent a letter inviting participation in the randomized trial. Among those invited, 29% expressed an interest in participating, 19% scheduled an intake interview and 13% were actually randomized.
x
2 and logistic regression analyses were used to determine what factors were associated with successive stages of participation or non-participation in the study.
Differential referral and participation rates could be traced in part to physician factors. With respect to patient factors, people were more likely to participate in the successive stages of recruitment if they had a higher median family income, lived a moderate distance from the hospital, and were disabled from working. Multivariate analyses of patient factors revealed that having a higher income and being disabled from work were the strongest predictors of participation, after adjusting for the effects of course of disease, disability status, and other sociodemographic predictors.
Implications of these findings are discussed in terms of potential sources of bias in the selection of eligible patients, as well as the role the investigator may play in highlighting or underplaying this selection bias. Suggestions are made to minimize the bias-generating barriers.</abstract><cop>Oxford</cop><pub>Elsevier Ltd</pub><pmid>7899948</pmid><doi>10.1016/0277-9536(94)E0092-7</doi><tpages>12</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adult Biological and medical sciences Chi-Square Distribution clinical trials Demographics Demography Female Health Status Humans Logistic Models Male Medical sciences Middle Aged Multiple Sclerosis Multiple sclerosis and variants. Guillain barré syndrome and other inflammatory polyneuropathies. Leukoencephalitis Neurology Patients psychosocial Psychosocial intervention Randomized Controlled Trials as Topic - psychology Randomized Controlled Trials as Topic - standards Randomized Controlled Trials as Topic - statistics & numerical data Referral and Consultation Selection Bias selection bias clinical trials psychosocial multiple sclerosis Severity of Illness Index Social research Socioeconomic Factors Therapy |
title | Who says yes? Identifying selection biases in a psychosocial intervention study of multiple sclerosis |
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