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Physicians, clinics, and neighborhoods: multiple levels of influence on colorectal cancer screening.

ABSTRACT: BACKGROUND:We (i) described variability in colorectal cancer (CRC) test use across multiple levels, including physician, clinic, and neighborhood; and (ii) compared the performance of novel cross-classified models versus traditional hierarchical models. METHODS:We examined multilevel variation in CRC test use among patients not up-to-date with screening in a large, urban safety net health system (2011-2012). Outcomes included: (i) fecal occult blood test (FOBT) or (ii) colonoscopy and were ascertained using claims data during a 1-year follow-up. We compared Bayesian (i) cross-classified four-level logistic models nesting patients within separate, nonoverlapping "levels" (physicians, clinics, and census tracts) versus (ii) three hierarchical two-level models using deviance information criterion. Models were adjusted for covariates (patient sociodemographic factors, driving time to clinic, and census tract poverty rate). RESULTS:Of 3,195 patients, 157 (4.9%) completed FOBT and 292 (9.1%) completed colonoscopy during the study year. Patients attended 19 clinics, saw 177 physicians, and resided in 332 census tracts. Significant variability was observed across all levels in both hierarchical and cross-classified models that was unexplained by measured covariates. For colonoscopy, variance was similar across all levels. For FOBT, physicians, followed by clinics, demonstrated the largest variability. Model fit using cross-classified models was superior or similar to 2-level hierarchical models. CONCLUSIONS:Significant and substantial variability was observed across neighborhood, physician, and clinic levels in CRC test use, suggesting the importance of factors at each of these levels on CRC testing. IMPACT:Future multilevel research and intervention should consider the simultaneous influences of multiple levels, including clinic, physician, and neighborhood.

SUBMITTER: Pruitt SL

PROVIDER: S-EPMC4140391 | biostudies-literature | 2014 Jul

REPOSITORIES: biostudies-literature

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Physicians, clinics, and neighborhoods: multiple levels of influence on colorectal cancer screening.

Pruitt Sandi L SL Leonard Tammy T Zhang Song S Schootman Mario M Halm Ethan A EA Gupta Samir S

Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology 20140414 7

<h4>Background</h4>We (i) described variability in colorectal cancer (CRC) test use across multiple levels, including physician, clinic, and neighborhood; and (ii) compared the performance of novel cross-classified models versus traditional hierarchical models.<h4>Methods</h4>We examined multilevel variation in CRC test use among patients not up-to-date with screening in a large, urban safety net health system (2011-2012). Outcomes included: (i) fecal occult blood test (FOBT) or (ii) colonoscopy ...[more]

PMID: 24732630

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Project description:BACKGROUND/AIM:Early diagnosis of chronic illnesses and cancers mainly occurs at primary health care centers (PHCs) by primary health care physicians (PHPs). The incidence of colorectal cancer (CRC) in the Kingdom of Saudi Arabia (KSA) is rising and this has been attributed to many factors. The increasing incidence of CRC is compounded by nonadherence to screening recommendations. Therefore, evaluating PHPs knowledge, attitudes, and practices of screening for CRC is clinically important. We aimed to evaluate the knowledge, attitudes, and practices of PHPs regarding CRC screening and to identify the factors associated with nonadherence of PHPs to screening recommendations. MATERIALS AND METHODS:PHPs working at three tertiary care centers and PHCs across the city of Jeddah were randomly recruited. Participants were surveyed using a comprehensive questionnaire that recorded data on demographics, qualifications, and knowledge of various modalities and guidelines related to CRC screening. Perspectives about effectiveness of, or adherence to, factors that influence physicians' perspectives or recommendations for CRC screening were also assessed. Logistic regression analysis was used to identify physician characteristics associated with PHPs perspectives and nonadherence to CRC screening. RESULTS:A total of 127 PHPs were recruited. The average age of participants was 34 (±8.4) years, 86.6% were native Saudi's and 56.7% were females. The majority of surveys (66.9%) were completed at 24 PHCs and the remaining at hospital-based family medicine clinics. Most of the PHPs (55%) had a bachelor's degree and 31.5% were board-certified or carried a PhD in family medicine; 95% of participants believed that CRC screening in general was effective, but as much as 55% reported that they did not practice screening. The male physicians [odds ratio (OR) = 0.44, 95% confidence interval (CI) = 0.19-0.99, P = 0.048)] and PHPs with only a bachelor degree or less (OR = 0.72, 95% CI = 0.55-0.93, P = 0.011) were less likely to recommend screening for CRC. CONCLUSIONS:A considerable proportion of PHPs do not adhere to CRC screening recommendations despite a wide belief that screening is effective. Male PHPs with lower qualifications appear to be less likely to recommend screening.

Project description:BackgroundGuidelines include several options for average-risk colorectal cancer (CRC) screening that vary in aspects such as invasiveness, recommended frequency, and precision. Thus, patient and provider preferences can help identify an appropriate screening strategy. This study elicited CRC screening preferences of physicians and individuals at average risk for CRC (IAR).MethodsIAR aged 45-75 years and licensed physicians (primary care or gastroenterology) completed an online discrete choice experiment (DCE). Participants were recruited from representative access panels in the US. Within the DCE, participants traded off preferences between screening type, screening frequency, true-positive, true-negative, and adenoma true positive (physicians only). A mixed logit model was used to obtain predicted choice probabilities for colonoscopy, multi-target stool DNA (mt-sDNA), fecal immunochemical test (FIT), and methylated septin 9 (mSEPT9) blood test.ResultsPreferences of IAR and physicians were affected by screening precision and screening type. IAR also valued more regular screening. Physicians preferred colonoscopy (96.8%) over mt-sDNA (2.8%; p < 0.001), FIT (0.3%; p < 0.001) and mSEPT9 blood test (0.1%; p < 0.01). IAR preferred mt-sDNA (38.8%) over colonoscopy (32.5%; p < 0.001), FIT (19.2%; p < 0.001), and mSEPT9 blood test (9.4%; p < 0.001). IAR naïve to screening preferred non-invasive screening (p < 0.001), while the opposite was found for those who previously underwent colonoscopy or sigmoidoscopy.ConclusionsWhile physicians overwhelmingly preferred colonoscopy, preferences of IAR were heterogenous, with mt-sDNA being most frequently preferred on average. Offering choices in addition to colonoscopy could improve CRC screening uptake among IAR. This study used a discrete choice experiment in the US to elicit preferences of physicians and individuals at average risk for colorectal cancer screening modalities and their characteristics.

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Physicians, clinics, and neighborhoods: multiple levels of influence on colorectal cancer screening.

Publications

Physicians, clinics, and neighborhoods: multiple levels of influence on colorectal cancer screening.

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