Intake Form Research Articles

Three Risk Stratification Tools and Postoperative Pneumonia After Noncardiothoracic Surgery.

Postoperative in-hospital pneumonia is a serious complication. This study aims to investigate the association between 3 preoperative stratification tools (American Society of Anesthesiologists Physical Status [ASA-PS] score, Charlson Comorbidity Index [CCI], and Rockwood Frailty Deficit Index [FI]) and risk for postoperative pneumonia. We identified adult patients who developed postoperative pneumonia following noncardiothoracic surgery under general anesthesia, between January 1, 2016 and December 31, 2017. Patients with postoperative pneumonia were 1:1 matched to control subjects based on age, sex, and the exact type of operations. Medical records were reviewed to identify variables that may be associated with risk for developing postoperative pneumonia. Analyses adjusted for clinical characteristics were performed using the conditional logistic regression, taking into account 1:1 matched set case-control study design. We identified 211 cases of postoperative pneumonia, and all 3 tested stratification tools were associated with increased risk: ASA-PS (after all adjustments of American Society of Anesthesiologists (ASA) III, odds ratio 4.17 [95% confidence interval 1.74-10.01]; ASA > III 24.03 [6.54-88.32]), CCI (CCI values > 3, 1.29 [1.02-1.63] per unit CCI score), and frail FI score 3.25 (1.45-7.27). Because of incomplete intake documentation, the FI could not be calculated in 57 (13.5%) patients, but these "unknown frailty" patients were also at increased risk for postoperative pneumonia, 3.15 (1.29-7.72). Three commonly used stratification indices (ASA-PS score, CCI, and FI) were associated with increased risk for postoperative pneumonia. Patients unable to complete intake form to calculate the FI were also at increased risk.

Using an Intake Form and Clinic Dashboard to Tailor and Improve the Cleft Team Clinic Visit for Families.

Multidisciplinary cleft care protocols commonly do not incorporate family needs, concerns, and preferences. A family-centered model would incorporate family needs, concerns, and preferences with a view toward lessening burden of care while achieving outcomes important to families. Our Intake Form helps us adapt visits to better meet families' needs, and our Dashboard enables Team Coordinators to direct efficient patient flows, lessening wait times and care burden.

Toronto dementia research alliance (TDRA) dementia clinical‐research platform: An example of research embedded into clinical care

AbstractBackgroundDementia is arguably the greatest looming global public health challenge facing today’s society and represents an international crisis as the number of affected persons will triple by 2050. Contributing to morbidity of dementia is the presence of combined pathologies, such as Alzheimer’s disease (AD), cerebrovascular disease (CVD) and Parkinson’s disease (PD). To address this challenge, the TDRA ‐ a collaboration of the University of Toronto’s Faculty of Medicine with four University‐affiliated tertiary memory clinics ‐ created an electronic platform for research studies embedded in clinical care through development of a unified approach for diagnosis and charting of the natural history of pure and mixed dementias, along with the impact of co‐occurring disorders.MethodA detailed clinical intake form and cognitive testing (for mild‐to‐severe impairment) were created through a collaboration among behavioural neurologists, geriatricians and geriatric psychiatrists. These measures are captured electronically at point‐of‐care and, simultaneously, the deidentified information uploaded to a central research server (see Figure 1).ResultAfter approximately 1 year since collecting information, 1182 new patients (622 women; 560 men) have been evaluated – 119 AD; 76 concussion; 20 CBS; 8 delirium; 2 MBI, 278 MCI, 42 mixed AD and CVD; 16 PSP; 1 MSA‐P, 16 PD, 17 PD‐MCI, 21 PDD; 32 DLB; 24 bvFTD; 7 lvPPA, 13 nfPPA; 12 svPPA, 136 with primary and/or co‐morbid psychiatric disease; 165 subjective cognitive impairment; 93 VCI; 18 normal cognition; and 18 dementia NYD. Each of these patients have some demographic and clinical details, such as comorbid psychiatric and/or medical disorders, and cognitive testing obtained for research.ConclusionThe TDRA Dementia Clinical‐Research Platform is a practising example of research embedded into clinical care with over 1000 new patients with diverse diagnoses evaluated in 1 year and may represent the types of dementia seen in Toronto and surrounding areas. A letter, based on the clinical intake form, is being programmed to send back to the referring physician and will enhance clinical care, along with scores and graphic display of the cognitive testing results.

The influence of minority stress on indicators of suicidality among lesbian, gay, bisexual and transgender adults in Thailand.

INTRODUCTION: A large and rigorous body of research in the United States has demonstrated that lesbian, gay, bisexual and transgender (LGBT) populations are at an elevated risk for suicide. However, scant research aimed at understanding the rates and predictors for suicidality among Thai LGBT individuals exists. To examine rates and predictors of suicidality among Thai LGBT adults (N=411). Data collection was conducted via online and in-person surveys. Guided by the Minority Stress Model, standardized measures of demographics, health-related factors, general and minority-specific stressors and suicidality were completed. Thirty-nine per cent of participants reported lifetime suicidal ideation, 19.0% past 12-month suicidal ideation and 13.1% lifetime suicide attempts. Lifetime suicidal ideation was associated with higher levels of social discrimination, stress, loneliness and chronic disease (OR=1.12, 1.16, 2.75, and 1.46, p ≤ .05, R2 = 0.327). Past-year suicidal ideation was associated with victimization, stress, loneliness and being a former smoker (OR=1.52, 1.20, 2.34, and 4.89, p<.05, R2 =0.345). Suicide attempts were associated with internalized homophobia, poverty, chronic disease, alcohol use and physical health (OR=1.44, 1.06, 1.59, 1.45 and 0.95, p≤0.05, R2 =0.187). General and minority-specific stressors negatively impacted suicidality among LGBT participants. Study findings have implications for nursing education, practice and research. Nursing education should include information about the influence of sexual orientation and gender identity on mental health outcomes. Further, systematic screening for suicidality should be conducted by LGBT serving psychiatric and mental health nurses. Finally, research is needed to determine best practices for interventions aimed at reducing suicidality risk among LGBT individuals.

Can disability accommodation needs stored in electronic health records help providers prepare for patient visits? A qualitative study

BackgroundEmbedding patient accommodation need in the electronic health record (EHR) has been proposed as one means to improve health care delivery to patients with disabilities. Accommodation need is not a standard field in commercial EHR software. However, some medical practices ask about accommodation need and store it in the EHR. Little is known about how the information is used, or barriers to its use. This exploratory-descriptive study examines whether and how information about patients’ disability-related accommodation needs stored in patient records is used in a primary health care center to plan for care.MethodsFour focus groups (n = 35) were conducted with staff of a Federally Qualified Health Center that asks four accommodation questions at intake for the EHR. Respondents were asked how they learned about patient accommodation need, whether and how they used the information in the EHR, barriers to its use, and recommendations for where accommodation information should reside. A brief semi-structured interview was conducted with patients who had indicated an accommodation need (n = 12) to learn their experience at their most recent appointment. The qualitative data were coded using structural coding and themes extracted.ResultsFive themes were identified from the focus groups: (1) staff often do not know accommodation needs before the patient’s arrival; (2) electronic patient information systems offer helpful information, but their structure creates challenges and information gaps; (3) accommodations for a patient’s disability occur, but are developed at the time of visit; (4) provider knowledge of a regular patient is often the basis for accommodation preparation; and (5) staff recognize benefits to advance knowledge of accommodation needs and are supportive of methods to enable it. Most patients did not recall indicating accommodation need on the intake form. However, they expected to be accommodated based upon the medical practice’s knowledge of them.ConclusionsPatient accommodation information in the EHR can be useful for visit planning. However, the structure must enable transfer of information between scheduling and direct care and be updatable as needs change. Flexibility to record a variety of needs, visibility to differentiate accommodation need from other alerts, and staff education about needs were recommended.

The Initial Reproductive Health Visit: ACOG Committee Opinion Summary, Number 811.

The primary goal of the initial reproductive health visit is to provide preventive health care services, educational information, and guidance, in addition to problem-focused care. The initial reproductive health visit should take place between the ages of 13 and 15 years. The scope of the initial visit will depend on the patient's concerns, medical history, physical and emotional development, and the level of care the patient is receiving from other health care professionals. All adolescents should have the opportunity to discuss health issues with a health care professional one-on-one, because they may feel uncomfortable talking about these issues in the presence of a parent or guardian, sibling, or intimate partner. Addressing confidentiality concerns is imperative because adolescents in need of health care services are more likely to forego care if there are concerns about confidentiality. Laws regarding confidentiality of care to minors vary by state, and health care professionals should be knowledgeable about current laws for their practice. Taking care to establish secure lines of communication can build trust with the patient and guardian, support continuity of care, ensure adherence to legal statutes, and decrease barriers to services. Obstetrician-gynecologists have the opportunity to serve as educators of parents and guardians about reproductive health issues. Preparing the office environment to include adolescent-friendly and age-appropriate reading materials, intake forms, and educational visual aids can make the general office space more inclusive and accessible. Resources should be provided for both the adolescent patient and the parent or guardian, if possible, at the conclusion of the visit. This Committee Opinion has been updated to include gender neutral terminology throughout the document, counseling topics with direct links to helpful resources, screening tools with direct links, addition of gender and sexuality discussion, and inclusion of trauma-informed care.

The Initial Reproductive Health Visit: ACOG Committee Opinion, Number 811.

The primary goal of the initial reproductive health visit is to provide preventive health care services, educational information, and guidance, in addition to problem-focused care. The initial reproductive health visit should take place between the ages of 13 and 15 years. The scope of the initial visit will depend on the patient's concerns, medical history, physical and emotional development, and the level of care the patient is receiving from other health care professionals. All adolescents should have the opportunity to discuss health issues with a health care professional one-on-one, because they may feel uncomfortable talking about these issues in the presence of a parent or guardian, sibling, or intimate partner. Addressing confidentiality concerns is imperative because adolescents in need of health care services are more likely to forego care if there are concerns about confidentiality. Laws regarding confidentiality of care to minors vary by state, and health care professionals should be knowledgeable about current laws for their practice. Taking care to establish secure lines of communication can build trust with the patient and guardian, support continuity of care, ensure adherence to legal statutes, and decrease barriers to services. Obstetrician-gynecologists have the opportunity to serve as educators of parents and guardians about reproductive health issues. Preparing the office environment to include adolescent-friendly and age-appropriate reading materials, intake forms, and educational visual aids can make the general office space more inclusive and accessible. Resources should be provided for both the adolescent patient and the parent or guardian, if possible, at the conclusion of the visit. This Committee Opinion has been updated to include gender neutral terminology throughout the document, counseling topics with direct links to helpful resources, screening tools with direct links, addition of gender and sexuality discussion, and inclusion of trauma-informed care.

Abortion experiences and preferences of transgender, nonbinary, and gender-expansive people in the United States

BackgroundTransgender, nonbinary, and gender-expansive people who were assigned female or intersex at birth experience pregnancy and have abortions. Scarce data have been published on individual abortion experiences or preferences of this understudied population.ObjectiveThis study aimed to fill existing evidence gaps on the abortion experiences and preferences of transgender, nonbinary, and gender-expansive people in the United States to inform policies and practices to improve access to and quality of abortion care for this population.Study DesignIn 2019, we recruited transgender, nonbinary, and gender-expansive people who were assigned female or intersex at birth at the age of ≥18 years from across the United States to participate in an online survey about sexual and reproductive health recruited through The Population Research in Identities and Disparities for Equality Study and online postings. We descriptively analyzed closed- and open-ended survey responses related to pregnancy history, abortion experiences, preferences for abortion method, recommendations to improve abortion care for transgender, nonbinary, and gender-expansive people, and respondent sociodemographic characteristics.ResultsMost of the 1694 respondents were <30 years of age. Respondents represented multiple gender identities and sexual orientations and resided across all 4 United States Census Regions. Overall, 210 respondents (12%) had ever been pregnant; these 210 reported 433 total pregnancies, of which 92 (21%) ended in abortion. For respondents’ most recent abortion, 41 (61%) were surgical, 23 (34%) were medication, and 3 (5%) were another method (primarily herbal). Most recent abortions took place at ≤9 weeks’ gestation (n=41, 61%). If they were to need an abortion today, respondents preferred medication abortion over surgical abortion in a 3:1 ratio (n=703 vs n=217), but 514 respondents (30%) did not know which method they would prefer. The reasons for medication abortion preference among the 703 respondents included a belief that it is the least invasive method (n=553, 79%) and the most private method (n=388, 55%). To improve accessibility and quality of abortion care for transgender, nonbinary, and gender-expansive patients, respondents most frequently recommended that abortion clinics adopt gender-neutral or gender-affirming intake forms, that providers use gender-neutral language, and that greater privacy be incorporated into the clinic.ConclusionThese data contribute substantially to the evidence base on individual experiences of and preferences for abortion care for transgender, nonbinary, and gender-expansive people. Findings can be used to adapt abortion care to better include and affirm the experiences of this underserved population.

Evaluation of an electronic clinical algorithm to improve screening and evaluation of college students for depressive symptoms.

Depression is higher among college students compared with the general population, and lesbian, gay, bisexual, transgender and questioning/queer (LGBTQ+) persons have higher rates than heterosexuals. Evidence supports the implementation of automated depressive symptoms screenings to improve provider compliance. A student health clinic at a private, catholic university did not consistently collect Patient Health Questionnaire 2 (PHQ-2) and Patient Health Questionnaire 9 (PHQ-9) depressive screening scores or sexual orientation and gender identity (SOGI) data. The Plan-Do-Study-Act method of quality improvement was used to improve depressive symptom screenings and SOGI data collection. Baseline assessment included a review of patient medical records during a 10-week period before the intervention. Patient Health Questionnaire 2 data were collected electronically and PHQ-9 data were collected automatically when indicated. Sexual orientation and gender identity data were added to the electronic intake form. The project was evaluated by: (1) comparing preimplementation and postimplementation compliance of PHQ-2 and PHQ-9 screenings; (2) assessing SOGI data collection; and (3) comparing LGBTQ+ and heterosexual student's PHQ-2 scores. Preimplementation data revealed a PHQ-2 compliance rate of 44.3%, with 0% PHQ-9 compliance, and no self-reported SOGI data collection. Postimplementation, PHQ-2 and PHQ-9 compliance increased to 93.2% and 100%, respectively. Patient Health Questionnaire 2 scores did not differ between LGBTQ+ and heterosexual students. The electronic clinical algorithm increased PHQ-2 and PHQ-9 data collection, supporting automated screenings for depressive symptoms. Collection of SOGI data also improved, thus potentially improving health outcomes. No differences between LGBTQ+ and heterosexual student's depressive symptoms were identified.

Association between time spent in the Russian Federation and late presentation for HIV among Tajikistani migrants

BackgroundBetween 700 thousand and 1.2 million citizens of Tajikistan currently live in the Russian Federation, one of the only countries where the HIV epidemic continues to worsen. Given the previously reported barriers to healthcare access for migrants to the Russian Federation, and the rapidly expanding HIV epidemic in Eastern Europe and Central Asia, this present study set out to determine whether these barriers impact late presentation with HIV among Tajikistani migrants upon their return to Tajikistan.MethodThis study uses data from the Tajikistan Ministry of Health surveillance system (2006 – 2019). At time of diagnosis, patients are interviewed by staff of AIDS centers, and doctors complete routine intake forms and complete medical exams. Descriptive characteristics of migrants with HIV who had lived in the Russian Federation (n=503) were calculated and compared with those of non-migrants with HIV (n=9519). Missing data were imputed using multiple imputation (predictive means matching, logistic regression imputation, and polytomous regression imputation). Two logistic models were created to model the probability of late presentation for HIV. The first model shows unadjusted associations between predictor variables and late presentation for HIV. The second model shows multivariable associations between significant study variables identified in the univariate model, and late presentation.ResultsCompared to non-migrants, migrants with HIV are more likely to be from Gorno-Badakhshan region, are less likely to use illicit drugs, and are more likely to have purchased the services of sex workers. The unadjusted logistic model found that for every year spent in the Russian Federation, the risk of late presentation for a Tajikistani migrant with HIV increases by 4.0% (95% CI: 0.3-7.7). The multivariate model showed that when age, sex, and region of origin are held constant, the risk of late presentation for a Tajikistani migrant with HIV increases by 4.0% (95% CI: 0.1-7.8) for each year spent in the Russian Federation.ConclusionThe results of this paper suggest that if the Russian Federation were to loosen its restrictions on HIV care for foreign nationals, it might improve the treatment outcomes of migrant laborers. As this analysis is only correlational in nature, further research is needed to explicate the causal pathways of the associations found in the present analysis.

89. BEYOND SCREENING: USING ADVERSE CHILDHOOD EXPERIENCE (ACE) SCREENING TO PILOT A WELLNESS PROGRAM

Background The AAP recommends ACE screening, but effective implementation and support for patients with high ACE scores is challenging. Many providers are hesitant to screen without intervention support. The second-year resident class worked sequentially to implement ACE screening and use the momentum from screening to pilot an integrated wellness program. Aim Statement 1. Screen for ACE in >80% of patients at annual preventative care visits by December 2019 2. Determine resources needed by patients with high ACE scores 3. Implement an integrated wellness program for patients with high ACE scores. Interventions Interventions addressed barriers for our primary drivers: medical assistants (MA), providers, and families. A MA champion taught best screening strategies and communicated updates. Providers received educational sessions and progress updates via email and monthly meetings. EHR was modified to simplify documentation. Intake forms were streamlined to combat form fatigue. Residents created a QI sign out to update the next resident team and share successes. The wellness nurse developed a menu of services including information about toxic stress and a strength's-based wellness assessment. Integrative techniques were provided to improve resilience, develop strengths, and connect patients to mental health services. Measures Monthly ACE screening rates were determined by measuring the number of screens compared to preventative care visits. Patients with a score of 3 with symptoms or 4-10 were referred to a wellness team. Secondary measures were ACE team referrals, wellness assessments, counseling sessions, integrative interventions, and resources provided. Results ACE screening improved from 2 to 89% in 18 months. During the first 5 months of the wellness program, there were 161 referrals, 80 full wellness assessments, 136 integrative appointments, and 92 in-office counseling sessions. Community resources (food, housing) were provided 617 times, and 2230 pieces of written education were distributed by the wellness team. Conclusions and Next Steps Interventions have shown a sustained increase in ACE screening rates. After establishing the wellness program, there was a marked increase in the number of screens, referrals and wellness appointments. The addition of dedicated staff allowed for better care coordination and resource distribution. Next steps are to decrease no show rates for wellness appointments and to monitor resilience scores and patient surveys for ongoing improvements to the program.

Coronavirus Disease 2019 in Solid Organ Transplant: A Multicenter Cohort Study.

BackgroundThe COVID-19 pandemic has led to significant reductions in transplantation, motivated in part by concerns of disproportionately more severe disease among solid organ transplant (SOT) recipients. However, clinical features, outcomes, and predictors of mortality in SOT recipients are not well-described.MethodsWe performed a multi-center cohort study of SOT recipients with laboratory-confirmed COVID-19. Data were collected using standardized intake and 28-day follow-up electronic case report forms. Multivariable logistic regression was used to identify risk factors for the primary endpoint, 28-day mortality, among hospitalized patients.ResultsFour hundred eighty-two SOT recipients from >50 transplant centers were included: 318 (66%) kidney or kidney/pancreas, 73 (15.1%) liver, 57 (11.8%) heart, and 30 (6.2%) lung. Median age was 58 (IQR 46-57), median time post-transplant was 5 years (IQR 2-10), 61% were male, and 92% had ≥1 underlying comorbidity. Among those hospitalized (376 [78%]), 117 (31%) required mechanical ventilation, and 77 (20.5%) died by 28 days after diagnosis. Specific underlying comorbidities (age >65 [aOR 3.0, 95%CI 1.7-5.5, p<0.001], congestive heart failure [aOR 3.2, 95%CI 1.4-7.0, p=0.004], chronic lung disease [aOR 2.5, 95%CI 1.2-5.2, p=0.018], obesity [aOR 1.9, 95% CI 1.0-3.4, p=0.039]) and presenting findings (lymphopenia [aOR 1.9, 95%CI 1.1-3.5, p=0.033], abnormal chest imaging [aOR 2.9, 95%CI 1.1-7.5, p=0.027]) were independently associated with mortality. Multiple measures of immunosuppression intensity were not associated with mortality.ConclusionsMortality among SOT recipients hospitalized for COVID-19 was 20.5%. Age and underlying comorbidities rather than immunosuppression intensity-related measures were major drivers of mortality.

A multicultural content analysis of mental health private practices’ websites and intake forms.

A multicultural content analysis of mental health private practices’ websites and intake forms.

Perceptions of the Food Environment and Access among Predominantly Black Low-Income Residents of Rural Louisiana Communities.

Food insecurity in rural settings is complex and not fully understood, especially from the perspective of low-income and Black residents. The goal of this study was to use qualitative methods to better understand experiences with food access and perceptions of the food environment among low-income, predominately Black rural Louisiana residents in the United States. Data were collected from focus group discussions (FGD) and focus group intake forms. Study participants were all rural residents eligible to receive at least one nutrition assistance program. FGD questions focused on perceptions of the food environment, with an emphasis on food access. Participants (n = 44) were predominately Black and female. Over half (n = 25) reported running out of food before the end of the month. Major themes included: store choice, outshopping, methods of acquiring foods other than the grocery store, and food insecurity. Concerns around price, quality, and transportation emerged as factors negatively impacting food security. Understanding residents’ perceptions and experiences is necessary to inform contextually appropriate and feasible policy and practice interventions that address the physical environment and social conditions that shape the broader physical food environment in order to achieve equitable food access and food security.

Identifying Patient Priorities for Preconception and Pregnancy Counseling in IBD.

Inflammatory bowel disease (IBD) commonly affects women of reproductive age. Many patients lacking knowledge about IBD and reproduction make uninformed decisions, such as voluntary childlessness and medication cessation. Education should be individualized to the patient's knowledge base and include topics of most importance to the patient. Our study aimed to describe the priority rankings of topics selected by patients seeking preconception and pregnancy counseling. As part of an ongoing prospective study, patients with IBD were asked to rank, in order of importance, nine a priori preconception, pregnancy, and postpartum topics they would like addressed by our specialized care team, which includes an IBD physician and a high-risk obstetrician. χ2 and Fisher's exact tests were used to assess associations between clinical and demographic characteristics and priority rankings, and a p value cutoff for significance was set as .05. One hundred and fifty-eight women with IBD (mean (IQR) age; 32 (28-37) years) were seen in consultation, and 116 (70 (60%) CD, 43 (37%) UC, and 3 (3%) IBD-U) completed intake forms were analyzed. There were 78 (68%) women seen in the preconception stage, median age 31 (IQR 28-34), and 38 women (32%) were pregnant, median age 32 (IQR 28-33). Safety of IBD medications during pregnancy was most commonly ranked as top priority (40%) for all patients regardless of pregnancy status, followed by control of IBD disease activity and impact on pregnancy (31%), impact of IBD and surgery on fertility (19%), pregnancy outcomes for the baby (18%), mode of delivery (6%), inheritance of IBD (4%), breastfeeding (2%), nutritional health (2%), and vaccines and newborn care (1%). The impact of IBD and surgery on fertility was ranked as the number one priority more often in the preconception group (p value < 0.01) and mode of delivery in the pregnancy group (p value 0.04). Safety of IBD medications remains a priority topic for patients seeking preconception and pregnancy counseling.

Building Community Relations and Promoting Cancer Prevention: An Oral Cancer Screening Event.

Communities often call upon their university hospitals to help with health screening events. Otolaryngologists can play an important role in prevention and education. We recently evaluated 285 community members at an oral cancer screening event at a community health "expo." An intake form and oral exam identified 67 with conditions that warranted further evaluation: 16 for dental follow-up; 25 for further ear, nose, and throat (ENT) evaluation; and 26 for primary care follow-up. One patient was identified with laryngeal cancer after referral for dysphonia. The event served to increase awareness of oral cancer among high-risk patients via educational materials and podium presentations. There was a positive effect on our university's credibility and reputation in the local community. Medical students interested in ENT received valuable supervised hands-on experience. This screening event identified opportunities for collaboration with local dental societies and primary care physicians for prevention and early detection of oral cancer.

The DIAMOND portal: An innovative platform for sharing translational research workforce training and assessment resources.

Although several initiatives have produced core competency domains for training the translational science workforce, training resources to help clinical research professionals advance these skills reside primarily within local departments or institutions. The Development, Implementation, and AssessMent of Novel Training in Domain (DIAMOND) project was designed to make this training more readily and publicly available. DIAMOND includes a digital portal to catalog publicly available educational resources and an ePortfolio to document professional development. DIAMOND is a nationally crowdsourced, federated, online catalog providing a platform for practitioners to find and share training and assessment materials. Contributors can share their own educational materials using a simple intake form that creates an electronic record; the portal enables users to browse or search this catalog of digital records and access the resources. Since September 2018, the portal has been visited more than 5,700 times and received over 280 contributions from professionals. The portal facilitates opportunities to connect and collaborate regarding future applications of these resources. Consequently, growing the collection and increasing numbers of both contributors and users remains a priority. Results from a small subset of users indicated over half accomplished their purpose for visiting the site, while qualitative results showed that users identified several benefits and helpful features of the ePortfolio.

Reducing Oncologic Disparities by Standardizing Cancer Care

PURPOSE Shortages in oncology-trained health care providers pose a major challenge in low- and middle-income countries (LMICs) and contribute to delays in the diagnosis and treatment of cancer. Presently, the sole oncologist in the public sector at Princess Marina Hospital, Botswana’s largest oncology referral center, is overextended, causing medical officers to be the primary providers for patients with cancer. Medical officers do not possess formal oncology training, which can potentially lead to imprecise management and suboptimal treatment. In addition, there is no standardized patient interview process in the hematology clinic, leading to inadequately captured patient records. These realities highlight the need for the dissemination and implementation of evidence-based guidelines and intake forms to standardize the delivery of cancer care for practitioners with varying degrees of training. METHODS To serve as a reference for medical officers and oncologists, we reviewed clinical guidelines for the most prevalent cancers in Botswana, namely breast, cervical, prostate, colorectal, and head and neck cancer. We incorporated American Joint Committee on Cancer 8th edition staging criteria into the preexisting guidelines approved by Ministry of Health and Wellness Botswana. We further customized them on the basis of radiology, pathology, and pharmaceutical resource availability in Botswana. Finally, to streamline patient visits, we created intake forms to capture comprehensive hematology-pertinent information. As a quality improvement project, we will record the use and impact of these forms as a tool to standardize the medical records. RESULTS Standardized cancer care guidelines were updated and are under review by the Ministry of Health and Wellness Botswana before circulation. In addition, feedback regarding the new intake forms and their use is currently being recorded. CONCLUSION In low- and middle-income countries, the development of cancer-specific treatment guidelines optimizes disease management through incorporation of evidence-based, resource-adjusted recommendations for clinicians and may aid in reducing global oncologic disparities. As the next phase in the implementation of guidelines, we plan to develop quick-reference cancer pathways for use in public institutions without existing oncologic expertise.

It Takes a Motive: Communal and Agentic Articulated Interest and Candidate Emergence

More women ran for office in 2018 than any previous election year. This represents progress toward parity, but it remains unclear whether this surge in women’s political ambition signals an easing of the candidate emergence path, which has typically favored men. We leverage over ten thousand intake forms of prospective candidates provided by Run for Something, a candidate recruitment nonprofit founded in 2017, to examine patterns in candidate emergence based on articulated interest through the lens of “communion” and “agency,” two basic behavioral orientations with gendered significance. We find that differences in articulated interest along the dimensions of communion and agency are greater between candidates and noncandidates than they are between men and women, supporting previous findings of similarities in men and women who emerge as candidates. Our results suggest the candidate emergence path is still easier for women (and men) whose motives are congruent with agency, and therefore the “masculine ethos” of politics.

Using Big Data to Predict Outcomes of Opioid Treatment Programs.

Potential of big data analytics in analyzing outcomes of opioid treatment programs (OTP) has not been fully explored. The goal of this study was to assess potential of big data in predicting OTP outcomes based on the initial intake forms which includes demographics, social and health history. The analytical sample comprised over 30,000 people admitted in OTP. Around 66% of patients reported improvements after completing OTP. We compared the results of Logistics Regression, Random Forest, and XGBoost for predictive modeling. XGBoost with sampling and threshold tuning performed the best (44% F1 score) with over 60% accuracy. Further big data exploration of OTP is warranted.