Psychologic assessment in patients undergoing bariatric surgery.

BACKGROUND: Psychological Clearance level (PCL) for patients undergoing metabolic and bariatric surgery (MBS) is a critical step for successful postoperative outcomes. This study aims to assess the relationship between the level of psychologic fitness and postoperative outcomes in patients undergoing MBS. METHODS: We retrospectively analyzed the data of patients who underwent MBS (laparoscopic sleeve gastrectomy [LSG] and laparoscopic Roux-en-Y Gastric Bypass [LRYGB]) and completed two years follow-up, between 2012 and 2019, in a single medical center. The patients were divided into four groups based on PCL, suggesting level of readiness for surgery: Group A (PCL-0: guarded), group B (PCL-1: Fair/reasonable), group C (PCL-2: Good/appropriate), and group D (PCL-3: Strong/excellent). Primary outcome was the percent of total body weight loss (%TWL), and the absolute change in BMI units. Secondary outcomes were missed postoperative visits and patient compliance. Differences between the groups were analyzed using a generalized linear model (GLM), chi-squared and exact Fisher tests, as appropriate. RESULTS: Of 1411 total patients, 607 (43.20%) had complete data at two years follow-up. 512 (84.34%) were females. LSG was performed in 361 (59.5%). No difference was found in %TWL between the four groups (22.14% vs. 28.0% vs. 26.0% vs. 24.8%, p = 0.118). We found a small difference in the mean (SD) of absolute change in BMI between the groups, and on post-hoc analysis it was found between groups B (PCL-1) and D (PCL-3). Overall, no difference between the groups in number of follow-up visits, or compliance issues. However, patients who attended more follow-up visits had less compliance issues (p < 0.001). PCL is inversely correlated with number of psychologic diagnoses (r = - 0.41, p < 0.001) and medical comorbidities (r = - 0.20, p < 0.001). CONCLUSION: We found no difference in the percent of TWL in patients who underwent MBS based on PCL at two -years follow-up. Medical comorbidities and psychiatric diagnoses impact the PCL.

Medical student perceptions of assessments of clinical reasoning in a general surgery clerkship.

BACKGROUND: Components factoring into general surgery clerkship grades vary by institution, and while evaluators attempt to remain unbiased when evaluating medical student performance, subjectivity and implicit bias remain an issue. Our institution recently implemented a case-based structured oral examination to provide the general surgery clerkship director objective insight into students' clinical reasoning skills. We hypothesized that medical students believe this exam, along with graded clinical documentation and the Observed Standardized Clinical Encounter (OSCE), are fair assessments and increase students' awareness of their clinical reasoning skills. METHODS: A survey was sent to third-year medical students in the classes of 2023 and 2024 at our institution who had completed their general surgery clerkship. Students rated five grading assessments (i.e., preceptor evaluations, the oral examination, clinical documentation, the OSCE, and the shelf exam) on fairness and the ability of the assessment to give them insight into their clinical reasoning on a five-point Likert scale 1-5 (with 1 = Strongly Agree, 5 = Strongly Disagree). RESULTS: One hundred and ten of 162 (67.9%) students responded to the survey. The shelf examination was the most highly regarded assessment tool followed by the oral examination. Seventy-three percent agreed or strongly agreed that the oral exam was a fair assessment, and 80% agreed or strongly agreed that it gave them insight into their clinical reasoning skills. Alternatively, only 41.8% of students agreed or strongly agreed that preceptor evaluations were fair assessments and 42.7% agreed or strongly agreed that it gave them insight into their clinical reasoning. CONCLUSIONS: Third-year medical students on a general surgery clerkship favor the shelf examination and a case-based oral examination over other assessment tools regarding fairness and perception of their clinical reasoning. This type of examination can provide general surgery clerkship directors with additional objective data to assess medical students more fairly and improve students' clinical reasoning.

The relationship between a single-item measure of burnout and the Copenhagen Burnout Inventory in family medicine residents.

OBJECTIVE: Burnout during residency education is a phenomenon which requires careful study. A single item for measuring burnout shows promise for its brevity and concordance with the most commonly used measure of burnout, the Maslach Burnout Inventory, but has not been compared to the Copenhagen Burnout Inventory. We compared the single-item measure of burnout question to the Copenhagen Burnout Inventory to assess the convergence between these two measures of burnout. METHOD: Family Medicine residents (n = 32) from three residency programs completed the single-item measure of burnout question and the Copenhagen Burnout Inventory. We compared the single-item measure of burnout measure to the three scales of the Copenhagen Burnout Inventory. RESULTS: Our analyses indicated that the single item measure is highly correlated with personal burnout (r = .76), moderately correlated with patient burnout (r = .58), and not correlated with work burnout (r = .18). CONCLUSIONS: Because the single-item measure of burnout is particularly useful for identifying personal burnout, it may help to identify early signs of burnout amount physicians in training.

Error and bias in race and ethnicity descriptions in medical examiner records in New Mexico: Consequences for understanding mortality among Hispanic/Latinos.

Researchers use public records from deceased individuals to identify trends in manners and causes of death. Errors in the description of race and ethnicity can affect the inferences researchers draw, adversely impacting public health policies designed to eliminate health inequity. Using the New Mexico Decedent Image Database, we examine: 1) the accuracy of death investigator descriptions of race and ethnicity by comparing their reports to those from next of kin (NOK), 2) the impact of decedent age and sex on disagreement between death investigators and NOK, and 3) the relationship between investigators' descriptions of decedent race and ethnicity and cause and manner of death from forensic pathologists (n = 1813). Results demonstrate that investigators frequently describe race and ethnicity incorrectly for Hispanic/Latino decedents, especially regarding homicide manner of death and injury and substance abuse causes of death. Inaccuracies may cause biased misperceptions of violence within specific communities and affect investigative processes.

Extracting Data from the Electronic Health Record of Patients with ADHD Reveals Pediatricians' Discussions of Educational Support and Document Collection.

Primary care physicians (PCPs) have an important role in the identification and management of Attention Deficit Hyperactivity Disorder (ADHD). There is a paucity of research on PCPs' practices related to the discussion of educational interventions. We conducted a retrospective chart review using Natural Language Processing to extract data on how often PCPs in an outpatient clinic: 1) discuss educational support with patients and caregivers; and 2) obtain educational records. About three-quarters of patients had at least one term related to educational support included in at least one note, but only 13 percent of patients had at least one educational record uploaded into the electronic health record (EHR). There was no association between having an educational document uploaded into the EHR and inclusion of a term related to educational support in a note. Almost half (48 percent) of these records were unclearly labeled. Further education of PCPs is warranted to increase discussions of educational support and obtaining educational records, as is collaboration with health information management professionals around labeling.

Use of Dental Related ICD Coding to Determine Comorbidities in Mississippi.

Over the years, there has been a substantial effort to improve patient health and reduce healthcare costs through preventive medicine. Regular dental care prevents tooth decay; published research shows how oral health can impact other organs, such as the heart. Heart disease is the leading cause of death in Mississippi, with almost 8,000 people dying from it each year. Problems that affect oral health are also common in Mississippi. The purpose of this study was to test if a relationship exists between oral and heart health in Mississippi patients. De-identified patient data from 2012 through 2020 was gathered by using a data warehouse from an electronic health record at a Medical Center in Mississippi and was analyzed with SAS. The results from this study identified a strong association between oral and heart health, which suggests there may be opportunities for improvements in healthcare in Mississippi through improvements in dental health.

Workplace Violence in Imaging Departments.

PURPOSE: To investigate the types and frequency of workplace violence experienced by radiologic technologists and to identify which technologists using specific imaging modalities are at increased risk. METHODS: A mixed-methods approach was employed using a research electronic data capture (REDCap; Vanderbilt University) survey designed to establish information on radiologic technologists' self-reported experiences with workplace violence. The survey was distributed to a random sample of 10 000 radiologic technologists working with various imaging disciplines. Participants (N = 193) were asked questions regarding personal and employment demographics, experiences with violence, and reporting and education practices. RESULTS: Radiologic technologists were shown to have experienced most workplace violence from patients or visitors. Among those surveyed, 50% or more reported being hit, bitten, called names, harassed, threatened, or having hair pulled by a patient. Verbal intimidation by patients, visitors, and others also was reported, with more than 50% experienced from visitors and more than 40% from patients, coworkers, radiologists, other physicians, or other health care providers. Statistical tests to evaluate a relationship between types of workplace violence and imaging modalities showed an association between name-calling by visitors and modality (P < .001). Results indicated that technologists performing computed tomography imaging, adult diagnostic imaging in the emergency department, and magnetic resonance imaging experienced the most frequent occurrences of name-calling by visitors. DISCUSSION: Workplace violence, which can affect a person mentally, physically, and emotionally, might occur in any work environment. In the health care setting, radiologic technologists might experience workplace violence originating from coworkers, other health care professionals, patients, visitors, or a combination of these sources. Therefore, a health care organization's acknowledgment of workplace violence and their resolve to prevent or reduce its occurrence is important. Providing sufficient human resources and adequate workplace violence education courses might be the first steps in eliminating workplace violence in the health care environment. CONCLUSION: Workplace violence creates an undesirable working environment, leading to negative implications for the health care worker and the patient. Education that details possible types of workplace violence and best practices for handling each type is key to protecting employees. This study provides a foundation for future quality improvement studies aimed at protecting the mental and physical health of imaging professionals.

The Association Between Race and Stroke Prevalence in a Patient Cohort in Mississippi.

The risk factors for stroke, including hypertension, high cholesterol, heart disease, diabetes, heavy alcohol use, and prior history of stroke, are well known. In Mississippi, there is often a wider gulf of socioeconomic disparities between racial groups than in other regions within the United States. This increases the effect of these disparities in minority populations. The goal of this research is to determine whether there is an increased risk of stroke prevalence in the black community than in the white population. The odds ratio of 1.5 (CI 1.3818 - 1.5591) was returned for this analysis. White patients diagnosed with stroke represented 38 percent of the cohort while black patients totaled 62 percent of this cohort. There is a higher prevalence of stroke in the black population compared to the white population in this study cohort. The importance of this finding is apparent upon consideration of deficiencies in the management of risk factors. Note: The University of Mississippi Medical Center Patient Cohort explorer database search used for this study uses a data filter set for 'black' or 'African-American' in the search query. This study includes those patients designated 'black' or 'African-American' admitted with stroke at the University of Mississippi Medical Center. For clarity, this cohort will be identified in this paper as 'black Americans.'

Refined, regionally-specific data standards reveal heterogeneity in Hispanic death records.

Hispanic ethnicity can be captured with differing levels of granularity using various data standards, including those from the Office of Management and Budget, Health and Human Services and National Academy of Medicine. Previous research identified seven subgroups of Hispanics in New Mexico using open-ended interviews and information about the culture/history of the state. We examined age and manner of death to determine whether differences among subgroups are hidden by less-refined categorization. Significant differences in the mean age at death were found between some groups, including Spanish and Mexican Americans. We found an association between specific manners of death codes and subgroups. However, significance disappeared when manners of death were grouped (e.g. accident, homicide, etc.). This indicates that while certain manners of death are associated with group membership, overall types of death are not. Data descriptors for Hispanics should reflect more refined, regionally relevant groups, in order to unmask heterogeneity.

Developing the Minimum Dataset for the New Mexico Decedent Image Database.

BACKGROUND: A minimum dataset (MDS) can be determined ad hoc by an investigator or small team; by a metadata expert; or by using a consensus method to take advantage of the global knowledge and expertise of a large group of experts. The first method is the most commonly applied. OBJECTIVE: Here, we describe a use of the third approach using a modified Delphi method to determine the optimal MDS for a dataset of full body computed tomography scans. The scans are of decedents whose deaths were investigated at the New Mexico Office of the Medical Investigator and constitute the New Mexico Decedent Image Database (NMDID). METHODS: The authors initiated the consensus process by suggesting 50 original variables to elicit expert reactions. Experts were recruited from a variety of scientific disciplines and from around the world. Three rounds of variable selection showed high rates of consensus. RESULTS: In total, 59 variables were selected, only 52% of which the original resource authors selected. Using a snowball method, a second set of experts was recruited to validate the variables chosen in the design phase. During the validation phase, no variables were selected for deletion. CONCLUSION: NMDID is likely to remain more "future proof" than if a single metadata expert or only the original team of investigators designed the metadata.

An Investigation of MR Imaging Scanner Noise and its Effect on Technologists.

PURPOSE: To investigate the level of noise that magnetic resonance (MR) technologists are exposed to during daily tasks, and prevalence of hearing loss among MR technologists. METHODS: Decibel levels at the scanner control panel were measured and recorded at clinical facilities. A survey was distributed to MR technologists, which included questions about demographics, workplace habits, and self-reported hearing loss. RESULTS: Technologists are exposed to decibel levels higher than U.S. government recommended occupational limits; however, these are for very short periods, resulting in an average projected 8-hour noise dose of 1.68%. Statistical analysis of survey results showed no association between time spent working in an MR imaging department (P = .111); however, results did show an association between entering the scan room during image acquisition and hearing loss (P = .005). DISCUSSION: At times, technologists are exposed to decibel levels exceeding the U.S. Occupational Safety and Health Administration and the U.S. Food and Drug Administration recommended limits; however, the average findings indicate that there is a low risk of hearing damage from working at the control panel. Statistical analysis revealed an association between entering the scan room and hearing loss; therefore, individuals entering the scan room for any reason should be wearing hearing protection, even for short periods. CONCLUSION: Risks of exposure to high occupational decibel levels should be monitored continually. This study provides a foundation for future research studies, such as longitudinal analysis of hearing loss in MR technologists.

Extracting and Standardizing Medical Examiner Data to Improve Health.

Data from medical examiner offices are not commonly used in informatics but may contain information not in medical records. However, the vast majority of data is not standardized and is available only in large free text fields. We sought to extract information from the medical examiner database using Canary, a natural language processing tool. The text was then standardized to fit the selected normative answer list for each field. Multiple terminology and vocabulary standards from a variety of settings were utilized as data came from the medical examiner and interviews with next of kin. Thirty-seven percent of the metadata fields could be mapped directly to existing standards, twenty-five percent required a modification, and thirty-eight required creation of a standardized normative answer list. The newly formed database (New Mexico Decedent Image Database (NMDID)), will be available to researchers and educators at the beginning of 2020.

Standardizing Data from the Dead.

A database of full-body CT scans and associated lifestyle and health data from decedents who underwent an autopsy at the Office of the Medical Investigator (OMI) is under construction. The dataset has 68 metadata fields containing data from the OMI's database and interviews with next of kin. Some metadata fields could be mapped to existing standards, but the majority of fields required some modifications to current standards or the creation of new standards.

Can Cephalometrics Discriminate Between the Sexes in a Diverse Juvenile Sample?

A critical component of the biological profile is sex estimation. Methods commonly used for sex estimation in adults do not work well for juveniles. Population-specific studies have used cephalometrics to estimate juvenile sex with 80-90% accuracy. Our study attempts to estimate sex in individuals less than 18 years of age using a sample of 1618 lateral cephalograms incorporating all three Angle Class occlusions as well as population diversity. For the sample as a whole, 10 skeletal cephalometrics were found to have significant differences between the sexes. Males and females classify correctly about 50% of the time. Dividing the sample by age groups and race/ethnicity improves results for older age groups and Native Americans, Hispanics, and Asian Americans. Our results indicate that cephalometrics are not useful in determining sex of unidentified juveniles when age and race are not known.