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Nevin Manimala Statistics

Geriatrics Education: Phone Calls With Older Adults and Medical Students

Fam Med. 2023 Apr 18. doi: 10.22454/FamMed.149721. Online ahead of print.

ABSTRACT

BACKGROUND AND OBJECTIVES: The rapid increase in the older adult population necessitates an increase in physicians who are adept at caring for the various medical comorbidities that accompany aging. To fill the gap in geriatric medical education and overcome barriers to medical student interest in geriatrics, we developed a friendly caller program that links medical students to older adults through multiple weekly phone calls. This study examines the impact of this program on geriatric care competency, a foundational skill for primary care physicians, in first-year medical students.

METHODS: We used a mixed-methods design to measure how medical students’ self-assessed geriatric knowledge was impacted by their longitudinal interactions with seniors. We compared pre- and postsurvey data using a Mann-Whitney test. We used deductive qualitative analysis to examine themes that emerged from narrative feedback.

RESULTS: Our results demonstrated that students (n=29) showed a statistically significant increase in components of their self-assessed geriatric care competency. Qualitative analysis of student responses revealed five common themes: transformation of preconceived notions regarding older adults, relationship building, greater understanding of older adults, communication skills, and self-compassion.

CONCLUSIONS: Given the shortage of physicians competent in geriatric care amid a rapidly growing older adult population, this study highlights a novel, older adult service-learning program that positively impacts geriatric knowledge in medical students.

PMID:37099388 | DOI:10.22454/FamMed.149721

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Fibroblast Activation Protein Overexpression in Gastrointestinal Tumors: Protocol for a Systematic Review and Meta-analysis

JMIR Res Protoc. 2023 Apr 26;12:e45176. doi: 10.2196/45176.

ABSTRACT

BACKGROUND: A hallmark of gastrointestinal cancer, especially pancreatic cancer, is the dense stromal tumor microenvironment in which cancer-associated fibroblasts (CAFs) represent the major stromal cell type. Preclinical studies have demonstrated that depletion of fibroblast activation protein (FAP)-positive CAFs results in increased survival.

OBJECTIVE: We present the protocol for a systematic review and meta-analysis that aim to assess the currently available evidence on the effect of FAP expression on survival and clinical characteristics in gastrointestinal cancers.

METHODS: The literature search and data analysis will be conducted in accordance with the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) 2020 statement. The databases PubMed/MEDLINE, Web of Science Core Collection, Cochrane Library, and ClinicalTrials.gov will be searched via their respective online search engines. A meta-analysis comparing patients with and without FAP overexpression with the following outcomes will be performed: postoperative survival (overall and median survival; 1-, 2-, 3-, and 5-year survival rates), histological differentiation (grading), local tumor invasion, lymph node metastases, and distant metastases. Odds ratios will be calculated for binary data, and weighted mean differences and relative SD differences will be determined for continuous data. The 95% CI, heterogeneity measures, and statistical significance will be reported for each outcome. The chi-square and Kruskal-Wallis tests will be used to evaluate statistical significance. A P value of <.05 will be considered statistically significant.

RESULTS: Database searches will commence in April 2023. The meta-analysis will be completed by December 2023.

CONCLUSIONS: In recent years, several publications on FAP overexpression in gastrointestinal tumors have been published. The only published meta-analysis on this topic dates to 2015. It included 15 studies on various solid tumors and only 8 studies focusing exclusively on gastrointestinal tumors. The expected results of the present analysis will provide new evidence on the prognostic value of FAP in gastrointestinal tumors and thereby support health care professionals and patients in their decision-making.

TRIAL REGISTRATION: PROSPERO CRD42022372194; https://tinyurl.com/352ae8b8.

INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): PRR1-10.2196/45176.

PMID:37099374 | DOI:10.2196/45176

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Accuracy of Artificial Intelligence-Based Automated Quantitative Coronary Angiography Compared to Intravascular Ultrasound: Retrospective Cohort Study

JMIR Cardio. 2023 Apr 26;7:e45299. doi: 10.2196/45299.

ABSTRACT

BACKGROUND: An accurate quantitative analysis of coronary artery stenotic lesions is essential to make optimal clinical decisions. Recent advances in computer vision and machine learning technology have enabled the automated analysis of coronary angiography.

OBJECTIVE: The aim of this paper is to validate the performance of artificial intelligence-based quantitative coronary angiography (AI-QCA) in comparison with that of intravascular ultrasound (IVUS).

METHODS: This retrospective study included patients who underwent IVUS-guided coronary intervention at a single tertiary center in Korea. Proximal and distal reference areas, minimal luminal area, percent plaque burden, and lesion length were measured by AI-QCA and human experts using IVUS. First, fully automated QCA analysis was compared with IVUS analysis. Next, we adjusted the proximal and distal margins of AI-QCA to avoid geographic mismatch. Scatter plots, Pearson correlation coefficients, and Bland-Altman were used to analyze the data.

RESULTS: A total of 54 significant lesions were analyzed in 47 patients. The proximal and distal reference areas, as well as the minimal luminal area, showed moderate to strong correlation between the 2 modalities (correlation coefficients of 0.57, 0.80, and 0.52, respectively; P<.001). The correlation was weaker for percent area stenosis and lesion length, although statistically significant (correlation coefficients of 0.29 and 0.33, respectively). AI-QCA tended to measure reference vessel areas smaller and lesion lengths shorter than IVUS did. Systemic proportional bias was not observed in Bland-Altman plots. The biggest cause of bias originated from the geographic mismatch of AI-QCA with IVUS. Discrepancies in the proximal or distal lesion margins were observed between the 2 modalities, which were more frequent at the distal margins. After the adjustment of proximal or distal margins, there was a stronger correlation of proximal and distal reference areas between AI-QCA and IVUS (correlation coefficients of 0.70 and 0.83, respectively).

CONCLUSIONS: AI-QCA showed a moderate to strong correlation compared with IVUS in analyzing coronary lesions with significant stenosis. The main discrepancy was in the perception of the distal margins by AI-QCA, and the correction of margins improved the correlation coefficients. We believe that this novel tool could provide confidence to treating physicians and help in making optimal clinical decisions.

PMID:37099368 | DOI:10.2196/45299

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Uptake of an App-Based Case Management Service for HIV-Positive Men Who Have Sex With Men in China: Process Evaluation Study

J Med Internet Res. 2023 Apr 26;25:e40176. doi: 10.2196/40176.

ABSTRACT

BACKGROUND: Men who have sex with men (MSM) in China are disproportionately affected by the HIV epidemic, and medication adherence to antiretroviral treatment in this vulnerable population is suboptimal. To address this issue, we developed an app-based case management service with multiple components, informed by the Information Motivation Behavioral skills model.

OBJECTIVE: We aimed to conduct a process evaluation for the implementation of an innovative app-based intervention guided by the Linnan and Steckler framework.

METHODS: Process evaluation was performed alongside a randomized controlled trial in the largest HIV clinic in Guangzhou, China. Eligible participants were HIV-positive MSM aged ≥18 years planning to initiate treatment on the day of recruitment. The app-based intervention had 4 components: web-based communication with case managers, educational articles, supportive service information (eg, information on mental health care and rehabilitation service), and hospital visit reminders. Process evaluation indicators of the intervention include dose delivered, dose received, fidelity, and satisfaction. The behavioral outcome was adherence to antiretroviral treatment at month 1, and Information Motivation Behavioral skills model scores were the intermediate outcome. Logistic and linear regression was used to investigate the association between intervention uptake and outcomes, controlling for potential confounders.

RESULTS: A total of 344 MSM were recruited from March 19, 2019, to January 13, 2020, and 172 were randomized to the intervention group. At month 1 follow-up, there was no significant difference in the proportion of adherent participants between the intervention and control groups (66/144, 45.8% vs 57/134, 42.5%; P=.28). In the intervention group, 120 participants engaged in web-based communication with case managers and 158 accessed at least 1 of the delivered articles. The primary concern captured in the web-based conversation was the side effects of the medication (114/374, 30.5%), which was also one of the most popular educational articles topics. The majority (124/144, 86.1%) of participants that completed the month 1 survey rated the intervention as “very helpful” or “helpful.” The number of educational articles accessed was associated with adequate adherence in the intervention group (odds ratio 1.08, 95% CI 1.02-1.15; P=.009). The intervention also improved the motivation score after adjusting for baseline values (β=2.34, 95% CI 0.77-3.91; P=.004). However, the number of web-based conversations, regardless of conversation features, was associated with lower motivation scores in the intervention group.

CONCLUSIONS: The intervention was well-received. Delivering educational resources of interest may enhance medication adherence. The uptake of the web-based communication component could serve as an indicator of real-life difficulties and could be used by case managers to identify potential inadequate adherence.

TRIAL REGISTRATION: Clinicaltrial.gov NCT03860116; https://clinicaltrials.gov/ct2/show/NCT03860116.

INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.1186/s12889-020-8171-5.

PMID:37099367 | DOI:10.2196/40176

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Serious Game for the Screening of Central Auditory Processing Disorder in School-Age Children: Development and Validation Study

JMIR Serious Games. 2023 Apr 26;11:e40284. doi: 10.2196/40284.

ABSTRACT

BACKGROUND: Currently, many central auditory processing disorder screening tests are available for children, and serious games (SGs) are frequently used as a tool for the diagnosis of different neural deficits and disorders in health care. However, it has not been possible to find a proposal that unifies both ideas. In addition, the validation and improvement of SGs, in general, does not take into account the player-game interaction, thus omitting valuable information about the playability and usability of the game.

OBJECTIVE: This study presented Amalia’s Planet, a game conceived for use in school environments, which allows a first assessment of a child through their performance of the proposed tasks related to different aspects of auditory performance. In addition, the game defines a series of events in relation to the execution of the tasks, which were evaluated for the subsequent optimization of its performance and the improvement of its usability.

METHODS: Using screening tools based on the use of SG technologies, a total of 87 school-age children were evaluated to test the various hypotheses proposed in this study. By grouping users according to whether they had personal history of hearing pathologies, the discriminant power, playability, and usability of the final solution were examined using traditional statistical techniques and process mining (PM) algorithms.

RESULTS: With a confidence level of 80% for test 2 (P=.19), there was no statistical evidence to reject the null hypothesis that a player’s performance is affected by whether the player had a previous auditory pathology. Furthermore, the tool allowed the screening of 2 players initially categorized as healthy because of their low level of performance in the tests and the similarity of their behavior with that of the group of children with a previous pathology. With regard to the validation of the proposed solution, the use of PM techniques made it possible to detect the existence of events that lasted too long, which can lead to player frustration, and to discover small structural flaws in the game.

CONCLUSIONS: SGs seem to be an appropriate tool for the screening of children at risk of central auditory processing disorder. Moreover, the set of PM techniques provides a reliable source of information regarding the playability and usability of the solution to the development team, allowing its continuous optimization.

PMID:37099359 | DOI:10.2196/40284

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Impact of community-wide tuberculosis active case finding and HIV testing on tuberculosis trends in Malawi

Clin Infect Dis. 2023 Apr 26:ciad238. doi: 10.1093/cid/ciad238. Online ahead of print.

ABSTRACT

BACKGROUND: Tuberculosis case-finding interventions are critical to meeting World Health Organization End TB strategy goals. We investigated the impact of community-wide tuberculosis active case-finding (ACF) alongside scale-up of HIV testing and care on trends in adult tuberculosis case notification rates (CNRs) in Blantyre, Malawi.

METHODS: Five rounds of ACF for tuberculosis (1-2 weeks of leafleting, door-to-door enquiry for cough and sputum microscopy) were delivered to neighbourhoods (“ACF areas”) in North-West Blantyre between April 2011 and August 2014. Many of these neighborhoods also had concurrent HIV testing interventions. The remaining neighbourhoods in Blantyre City (“non-ACF areas”) provided a non-randomised comparator. We analyzed TB CNRs from January 2009 until December 2018. We used interrupted time series analysis to compare tuberculosis CNRs before ACF and after ACF, and between ACF and non-ACF areas.

FINDINGS: Tuberculosis CNRs increased in Blantyre concurrently with start of ACF for tuberculosis in both ACF and non-ACF areas, with a larger magnitude in ACF areas. Compared to a counterfactual where pre-ACF CNR trends continued during ACF period, we estimated there were an additional 101 (95% confidence interval [CI] 42 to 160) microbiologically confirmed (Bac+) tuberculosis diagnoses per 100,000 person-years in the ACF areas in three and a half years of ACF. Compared to a counterfactual where trends in ACF area were the same as trends in non-ACF areas, we estimated an additional 63 (95% CI 38 to 90) Bac+ diagnoses per 100,000 person-years in the same period.

INTERPRETATION: Tuberculosis ACF was associated with a rapid increase in people diagnosed with tuberculosis in Blantyre.

PMID:37099318 | DOI:10.1093/cid/ciad238

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Association of Integrating Mental Health Into Pediatric Primary Care at Federally Qualified Health Centers With Utilization and Follow-up Care

JAMA Netw Open. 2023 Apr 3;6(4):e239990. doi: 10.1001/jamanetworkopen.2023.9990.

ABSTRACT

IMPORTANCE: More than 1 in 5 children in low-income families report a mental health (MH) problem, yet most face barriers accessing MH services. Integrating MH services into primary care at pediatric practices such as federally qualified health centers (FQHCs) may address these barriers.

OBJECTIVE: To examine the association of a comprehensive MH integration model with health care utilization, psychotropic medication use, and MH follow-up care among Medicaid-enrolled children at FQHCs.

DESIGN, SETTING, AND PARTICIPANTS: This retrospective cohort study used Massachusetts claims data from 2014 to 2017 to conduct difference-in-differences (DID) analyses before vs after implementation of a complete FQHC-based MH integration model. The sample included Medicaid-enrolled children aged 3 to 17 years who received primary care at 3 intervention FQHCs or 6 geographically proximal nonintervention FQHCs in Massachusetts. Data were analyzed in July 2022.

EXPOSURES: Receipt of care at an FQHC implementing the Transforming and Expanding Access to Mental Health Care in Urban Pediatrics (TEAM UP) model, which began fully integrating MH care into pediatrics in mid-2016.

MAIN OUTCOMES AND MEASURES: Utilization outcomes included primary care visits, MH service visits, emergency department (ED) visits, inpatient admissions, and psychotropic medication use. Follow-up visits within 7 days of a MH-related ED visit or hospitalization were also examined.

RESULTS: Among the 20 170 unique children in the study sample, at baseline (2014), their mean (SD) age was 9.0 (4.1) years, and 4876 (51.2%) were female. In contrast to nonintervention FQHCs, TEAM UP was positively associated with primary care visits with MH diagnoses (DID, 4.35 visits per 1000 patients per quarter; 95% CI, 0.02 to 8.67 visits per 1000 patients per quarter) and MH service use (DID, 54.86 visits per 1000 patients per quarter; 95% CI, 1.29 to 108.43 visits per 1000 patients per quarter) and was negatively associated with rates of psychotropic medication use (DID, -0.4%; 95% CI -0.7% to -0.01%) and polypharmacy (DID, -0.3%; 95% CI, -0.4% to -0.1%). TEAM UP was positively associated with ED visits without MH diagnoses (DID, 9.45 visits per 1000 patients per quarter; 95% CI, 1.06 to 17.84 visits per 1000 patients per quarter), but was not significantly associated with ED visits with MH diagnoses. No statistically significant changes were observed in inpatient admissions, follow-up visits after MH ED visits, or follow-up visits after MH hospitalizations.

CONCLUSIONS AND RELEVANCE: The first 1.5 years of MH integration enhanced access to pediatric MH services while limiting the use of psychotropic medications. Additional implementation time is necessary to determine whether these changes will translate into reductions in avoidable utilization.

PMID:37099297 | DOI:10.1001/jamanetworkopen.2023.9990

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Assessment of Psychosocial and Neonatal Risk Factors for Trajectories of Behavioral Dysregulation Among Young Children From 18 to 72 Months of Age

JAMA Netw Open. 2023 Apr 3;6(4):e2310059. doi: 10.1001/jamanetworkopen.2023.10059.

ABSTRACT

IMPORTANCE: Emotional and behavioral dysregulation during early childhood are associated with severe psychiatric, behavioral, and cognitive disorders through adulthood. Identifying the earliest antecedents of persisting emotional and behavioral dysregulation can inform risk detection practices and targeted interventions to promote adaptive developmental trajectories among at-risk children.

OBJECTIVE: To characterize children’s emotional and behavioral regulation trajectories and examine risk factors associated with persisting dysregulation across early childhood.

DESIGN, SETTING, AND PARTICIPANTS: This cohort study examined data from 20 United States cohorts participating in Environmental influences on Child Health Outcomes, which included 3934 mother-child pairs (singleton births) from 1990 to 2019. Statistical analysis was performed from January to August 2022.

EXPOSURES: Standardized self-reports and medical data ascertained maternal, child, and environmental characteristics, including prenatal substance exposures, preterm birth, and multiple psychosocial adversities.

MAIN OUTCOMES AND MEASURES: Child Behavior Checklist caregiver reports at 18 to 72 months of age, with Dysregulation Profile (CBCL-DP = sum of anxiety/depression, attention, and aggression).

RESULTS: The sample included 3934 mother-child pairs studied at 18 to 72 months. Among the mothers, 718 (18.7%) were Hispanic, 275 (7.2%) were non-Hispanic Asian, 1220 (31.8%) were non-Hispanic Black, 1412 (36.9%) were non-Hispanic White; 3501 (89.7%) were at least 21 years of age at delivery. Among the children, 2093 (53.2%) were male, 1178 of 2143 with Psychosocial Adversity Index [PAI] data (55.0%) experienced multiple psychosocial adversities, 1148 (29.2%) were exposed prenatally to at least 1 psychoactive substance, and 3066 (80.2%) were term-born (≥37 weeks’ gestation). Growth mixture modeling characterized a 3-class CBCL-DP trajectory model: high and increasing (2.3% [n = 89]), borderline and stable (12.3% [n = 479]), and low and decreasing (85.6% [n = 3366]). Children in high and borderline dysregulation trajectories had more prevalent maternal psychological challenges (29.4%-50.0%). Multinomial logistic regression analyses indicated that children born preterm were more likely to be in the high dysregulation trajectory (adjusted odds ratio [aOR], 2.76; 95% CI, 2.08-3.65; P < .001) or borderline dysregulation trajectory (aOR, 1.36; 95% CI, 1.06-1.76; P = .02) vs low dysregulation trajectory. High vs low dysregulation trajectories were less prevalent for girls compared with boys (aOR, 0.60; 95% CI, 0.36-1.01; P = .05) and children with lower PAI (aOR, 1.94; 95% CI, 1.51-2.49; P < .001). Combined increases in PAI and prenatal substance exposures were associated with increased odds of high vs borderline dysregulation (aOR, 1.28; 95% CI, 1.08-1.53; P = .006) and decreased odds of low vs high dysregulation (aOR, 0.77; 95% CI, 0.64-0.92; P = .005).

CONCLUSIONS AND RELEVANCE: In this cohort study of behavioral dysregulation trajectories, associations were found with early risk factors. These findings may inform screening and diagnostic practices for addressing observed precursors of persisting dysregulation as they emerge among at-risk children.

PMID:37099294 | DOI:10.1001/jamanetworkopen.2023.10059

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Influencing factors analysis of adaptability of cancer patients to return-to-work

Support Care Cancer. 2023 Apr 26;31(5):302. doi: 10.1007/s00520-023-07768-6.

ABSTRACT

OBJECTIVES: To clarify the adaptability of cancer patients to return to work and explore its influencing factors.

DESIGN: A cross-sectional study.

SETTINGS/PARTICIPANTS: From March to October 2021, 283 cancer patients in the follow-up period were recruited from the oncology departments of four secondary and above hospitals and cancer friendship associations in Nantong city using self-developed scale of adaptability to return to work for cancer patients by convenience sampling method.

METHODS: The contents included general sociodemographic data, disease-related data, cancer patients’ readability to work Scale, Medical Coping Style Questionnaire, Social Support Rating Scale, Family Closeness and Readability Scale, General self-efficacy Scale and Social impact Scale. Paper questionnaires were used for face-to-face data collection, and SPSS17.0 was used for statistical analysis. Univariable analyses and multiple linear regression analysis were conducted.

RESULTS: The overall score of cancer patients’ adaptability to return to work was (87.05±20.255), (22.54±4.234) for the dimension of focused rehabilitation, (32.02±9.013) for the dimension of reconstruction effectiveness, and (32.49±9.023) for the dimension of adjustment planning. Multiple linear regression analysis showed that the current return to full-time work (β =0.226, P 0.05), the current return to non-full-time work (β =0.184, P 0.05), yield response (β = -0.132, P 0.05), and general self-efficacy (β =0.226, P 0.05) could affect their return to work adaptation.

CONCLUSION: The results of status quo and influencing factors showed that the adaptability of cancer patients to return to work was generally higher in this study. Cancer patients who had participated in work, had lower yield coping scores and stigma scores, and higher self-efficacy scores and family adjustment and intimacy scores had better adaptability to return to work again.

ETHICAL APPROVAL: It has been approved by the Human Research Ethics Committee of the Affiliated Hospital of Nantong University (Project No.202065).

PMID:37099274 | DOI:10.1007/s00520-023-07768-6

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Integrating a tumour appropriate transanal or robotic assisted approach to total mesorectal excision in high-volume rectal cancer practice is safe and cost-effective

J Robot Surg. 2023 Apr 26. doi: 10.1007/s11701-023-01577-z. Online ahead of print.

ABSTRACT

Total mesorectal excision (TME) is accepted as the gold standard for oncological resection in rectal cancer. The best approach to TME is debated and often surgeons will select a preferred approach. In this study, we aimed to describe how both robotic (R-TME) and transanal (TaTME) TME can be integrated into high-volume rectal cancer surgeon practice with a comparison of clinical and oncological outcomes and cost analysis. A prospective comparative cohort study was performed in a high-volume rectal cancer centre comparing the previous 50 R-TME and 50 TaTME performed by the same surgeon. A comparison of tumour characteristics was performed to highlight a specific role for each technique. Clinical outcomes (operative duration, length of stay (LOS) and perioperative morbidity), cancer quality indicators (resection margin and completeness of TME) and cost analysis were compared. Statistical analysis was performed using IBM SPSS, version 20. R-TME was preferred in mid-rectal cancer, compared to TaTME preferred in low rectal cancer (9 cm vs. 5 cm, p < 0.001). Operative duration was longer in R-TME compared to TaTME (265 vs. 179 min, p < 0.001). Major complications (CD III-IV complications) were experienced in 10% of R-TME and 14% of TaTME (p = 0.476). A 98% (n = 49) clear R0 resection margin was achieved with both R-TME and TaTME and mesorectum quality defined as ‘complete’ in 86% (n = 43) in R-TME and 82% (n = 41) in TaTME. Length of hospital stay was shorter in R-TME (5 vs. 7 days, p = 0.624). An overall difference of €131 was observed favouring TaTME. In high-volume rectal cancer surgery practice, both R-TME and TaTME can be practised and tailored according to patients and tumour characteristics, with comparable clinical and cancer outcomes and is cost-effective.

PMID:37099264 | DOI:10.1007/s11701-023-01577-z