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Misunderstanding the Match: Do Students Create Rank Lists Based on True Preferences?

ABSTRACT: INTRODUCTION:The "stable marriage" algorithm underlying the National Residency Match Program (NRMP) has been shown to create optimal outcomes when students submit true preference lists. Previous research has shown students may allow external information to affect their rank lists. The objective of this study was to determine whether medical students consistently make rank lists that reflect their true preferences. METHODS:A voluntary online survey was sent to third-year students at a single midwestern medical school. Students were given hypothetical scenarios that either should or should not affect their true residency preferences and rated the importance of six factors to their final rank list. The survey was edited by a group of education scholars and revised based on feedback from a pilot with current postgraduate year 1 residents. RESULTS:Of 175 students surveyed, 140 (80%) responded; 63% (88/140) reported that their "perceived competitiveness" would influence their rank list at least a "moderate amount. Of 135 students, 31 (23%) moved a program lower on their list if they learned they were ranked "low" by that program, while 6% (8/135) of respondents moved a program higher if they learned they were ranked "at the top of the list." Participants responded similarly (κ = 0.71) when presented with scenarios asking what they would do vs what a classmate should do. CONCLUSION:Students' hypothetical rank lists did not consistently match their true residency preferences. These results may stem from a misunderstanding of the Match algorithm. Medical schools should consider augmenting explicit education related to the NRMP Match algorithm to ensure optimal outcomes for students.

SUBMITTER: Schnapp BH

PROVIDER: S-EPMC6948682 | biostudies-literature |

REPOSITORIES: biostudies-literature

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Project description:PurposeUsing 2020 match applicants, the purpose of this study was to identify baseline applicant perspectives on the match process surveying (1) away rotations, (2) interview/postinterview communications, and (3) factors influencing applicant rank order lists.Methods and materialsApplicants in the 2020 match cycle at a large radiation oncology (RO) residency program received a questionnaire covering demographics and the match process: away rotations, interview/postinterview communications, and ranking. Univariable and multivariable logistic regression analyses were used to identify factors associated with completing fewer away rotations.ResultsOf 141 surveys sent, 76 were completed, for a response rate of 54%. Most applicants were White, male, and matched into RO. One in 3 applicants did not have a home RO program. Most applicants completed 2 RO rotations (ie, a home rotation and an additional away rotation; range, 0-4 total rotations); RO rotations influenced the applicant rank order lists and the ultimate match result for 94% and 79% of applicants, respectively. Forty-seven percent of applicants reported being asked inappropriate questions during the interview (eg, parental or marital status). Applicants did not perceive a consistent message regarding postinterview communications from program directors. Most applicants were contacted postinterview. Interviews cost most applicants more than $5000. Thirty-seven percent of respondents reported submitting a letter of interest after the interview, hoping to improve their rank. When applying to programs, general reputation and location were the most common influential factors mentioned. When ranking programs, informal conversations with residents and program culture observations were the most common influential factors mentioned. Based on multivariable analysis, applicants who completed fewer RO rotations (including away rotations) had greater odds of matching to their home program (odds ratio [OR], 12.05; 95% CI, 1.27-206.69), lower odds of program location influencing where to apply (OR, 0.04; 95% CI, 0.003-0.37), and lower odds of the program's general reputation affecting their rank list (OR, 0.04; 95% CI, 0.001-0.47).ConclusionsThe results suggest that medical students perceive away rotations as an important influencer of their match process. Although applicants and program directors both participate in postinterview communications, interactions with residents influence rank order lists. These data may serve as an up-to-date baseline to evaluate the influence of the COVID-19 pandemic on the RO match process.

Project description:PurposeThe COVID-19 pandemic modified the Residency Match process for fourth-year medical students. In-person away rotations were discouraged, interviews were virtual, and traditional factors used to rank programs were absent. Here, we compare survey results administered to both the 2020 and 2021 Match applicants to assess the influence of the pandemic on the radiation oncology (RO) Match process.MethodsAn institutional review board-approved prospective cross-sectional study was conducted. The 2020 and 2021 RO Match applicants at a large RO program were invited to participate. Descriptive summary statistics were assessed.ResultsThe 2020 and 2021 Matches each had 76 applicants complete the survey with response rates of 54% and 57%, respectively. The 2 groups were predominantly white, cisgender male, single, and without children. Whereas 11% of 2020 applicants did not complete away rotations, 45% of 2021 applicants did not. For 2021 Match applicants, 65% of away rotations were performed virtually, whereas 51% were not for medical school credit. Of the applicants, 84% were satisfied with virtual interviews and 72% felt cost savings were worth not having in-person interviews. Whereas 49% of Match 2020 applicants spent >$5000 in interview costs, 0% of the Match 2021 applicants did so, with 45% spending <$100. Postinterview communications from programs increased during the pandemic from 36% to 42% in 2020 Match and 2021 Match, respectively. Although program culture was the most common factor influencing 2021 Match applicants program rankings, half of applicants did not gain a sense of program culture during virtual interviews.ConclusionsWe found 2021 Match applicants completed fewer away rotations, were satisfied with virtual interviews/reduced costs, and did not gain a sense of program culture through virtual rotations/interviews despite it being the most important ranking factor reported. This study supports further exploration of virtual away rotations and virtual interviews moving forward beyond the pandemic.

Project description:Internet-based interventions are recognised as a practical approach to address mental health issues. The acceptance and utilisation of such interventions are closely linked to user attitudes and preferences. This study aims to examine the predictors of university students' attitudes towards internet-based interventions. Additionally, it seeks to elucidate students' preferences regarding crucial features of these interventions, such as the format, delivery mode, content type, and structural components, to understand better what makes these interventions appealing and practical for university students. A total of 273 university students (comprising 68 % females and 32 % males) participated in the study. The data collection instruments employed were the Personal Information Form, Internet-Based Intervention Preference Survey, E-therapy Attitude Measure (ETAM), Digital Literacy Scale, Patient Health Questionnaire-9, and the Generalized Anxiety Disorder-7 (GAD-7). The data were analysed utilising descriptive statistics, Pearson correlation analysis, and multiple linear regression analysis. The multiple regression analysis revealed digital literacy as a predictive factor for attitudes towards internet-based interventions. Demographic variables, such as age and gender, and psychological variables, such as depression and anxiety levels, were found not to be associated with attitudes towards these interventions. While students are actively seeking mental health information online, a significant majority remain unaware of internet-based interventions. They show a preference for interventions offering greater human interaction, including face-to-face guidance and video content featuring people. Participants favour completing one or two sessions of the intervention weekly. Desired features of internet-based interventions include self-assessment scales, relatable characters, voice relaxation exercises, practical daily life activity tasks, and weekly reminders throughout the process. In conclusion, initiatives aimed at enhancing digital literacy levels could foster more positive attitudes towards internet-based interventions among students. Developers creating Internet-Based Interventions (IBI) for university students should consider these preferences.

Project description:BackgroundIt is essential to high-quality medical care that life-sustaining treatment orders match the current, values-based preferences of patients or their surrogate decision-makers. It is unknown whether concordance between orders and current preferences is higher when a POLST form is used compared to standard documentation practices.ObjectiveTo assess concordance between existing orders and current preferences for nursing facility residents with and without POLST forms.DesignChart review and interviews.SettingForty Indiana nursing facilities (29 where POLST is used and 11 where POLST is not in use).ParticipantsOne hundred sixty-one residents able to provide consent and 197 surrogate decision-makers of incapacitated residents with and without POLST forms.Main measurementsConcordance was measured by comparing life-sustaining treatment orders in the medical record (e.g., orders about resuscitation, intubation, and hospitalization) with current preferences. Concordance was analyzed using population-averaged binary logistic regression. Inverse probability weighting techniques were used to account for non-response. We hypothesized that concordance would be higher in residents with POLST (n = 275) in comparison to residents without POLST (n = 83).Key resultsConcordance was higher for residents with POLST than without POLST (59.3% versus 34.9%). In a model adjusted for resident, surrogate, and facility characteristics, the odds were 3.05 times higher that residents with POLST had orders for life-sustaining treatment match current preferences in comparison to residents without POLST (OR 3.05 95% CI 1.67-5.58, p < 0.001). No other variables were significantly associated with concordance.ConclusionsNursing facility residents with POLST are significantly more likely than residents without POLST to have concordance between orders in their medical records and current preferences for life-sustaining treatments, increasing the likelihood that their treatment preferences will be known and honored. However, findings indicate further systems change and clinical training are needed to improve POLST concordance.

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Misunderstanding the Match: Do Students Create Rank Lists Based on True Preferences?

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