The association between specific narrative elements and patient perspectives on acute pain treatment.

BACKGROUND: Narratives are effective tools for communicating with patients about opioid prescribing for acute pain and improving patient satisfaction with pain management. It remains unclear, however, whether specific narrative elements may be particularly effective at influencing patient perspectives. METHODS: This study was a secondary analysis of data collected for Life STORRIED, a multicenter RCT. Participants included 433 patients between 18 and 70 years-old presenting to the emergency department (ED) with renal colic or musculoskeletal back pain. Participants were instructed to view one or more narrative videos during their ED visit in which a patient storyteller discussed their experiences with opioids. We examined associations between exposure to individual narrative features and patients' 1) preference for opioids, 2) recall of opioid-related risks and 3) perspectives about the care they received. RESULTS: Participants were more likely to watch videos featuring storytellers who shared their race or gender. We found that participants who watched videos that contained specific narrative elements, for example mention of prescribed opioids, were more likely to recall having received information about pain treatment options on the day after discharge (86.3% versus 72.9%, p = 0.02). Participants who watched a video that discussed family history of addiction reported more participation in their treatment decision than those who did not (7.6 versus 6.8 on a ten-point scale, p = 0.04). CONCLUSIONS: Participants preferentially view narratives featuring storytellers who share their race or gender. Narrative elements were not meaningfully associated with patient-centered outcomes. These findings have implications for the design of narrative communication tools.

Personalized risk communication and opioid prescribing in association with nonprescribed opioid use: A secondary analysis of a randomized controlled trial.

BACKGROUND: To determine the impact of personalized risk communication and opioid prescribing on nonprescribed opioid use, we conducted a secondary analysis of randomized controlled trial participants followed prospectively for 90 days after an emergency department (ED) visit for acute back or kidney stone pain. METHODS: A total of 1301 individuals were randomized during an encounter at four academic EDs into a probabilistic risk tool (PRT) arm, a narrative-enhanced PRT arm, or a general risk information arm (control). In this secondary analysis, both risk tool arms were combined and compared with the control arm. We used logistic regressions to determine associations between receiving personalized risk information, receiving an opioid prescription in the ED, and nonprescribed opioid use in general and by race. RESULTS: Complete follow-up data were available for 851 participants; 23.3% (n = 198) were prescribed opioids (34.2% of White vs. 11.6% of Black participants, p < 0.001). Fifty-six (6.6%) participants used nonprescribed opioids. Participants in the personalized risk communication arms had lower nonprescribed opioid use odds (adjusted odds ratio [aOR] 0.58, 95% confidence interval [CI] 0.4-0.83). Black versus White participants had greater nonprescribed opioid use odds (aOR 3.47, 95% CI 2.05-5.87, p < 0.001). Black participants who were prescribed opioids had a lower marginal probability of using nonprescribed opioids versus those who were not (0.06, 95% CI 0.04-0.08, p < 0.001 vs. 0.10, 95% CI 0.08-0.11, p < 0.001). The absolute risk difference in nonprescribed opioid use for Black and White participants, respectively, in the risk communication versus the control arm, was 9.7% and 0.1% (relative risk ratio 0.43 vs. 0.95). CONCLUSIONS: Among Black but not White participants, personalized opioid risk communication and opioid prescribing were associated with lower odds of nonprescribed opioid use. Our findings suggest that racial disparities in opioid prescribing-which have been previously described within the context of this trial-may paradoxically increase nonprescribed opioid use. Personalized risk communication may effectively reduce nonprescribed opioid use, and future research should be designed specifically to explore this possibility in a larger cohort.

Gender-Based Differences in Language Used by Students to Describe Their Noteworthy Characteristics in Medical Student Performance Evaluations.

PURPOSE: The noteworthy characteristic (NC) section of the medical student performance evaluation (MSPE) was introduced to facilitate holistic review of residency applications and mitigate biases. The student-written aspect of the characteristics, however, may introduce biases resulting from gender differences in self-promotion behaviors. The authors conducted an exploratory analysis of potential gender-based differences in language used in NCs. METHOD: The authors performed a single-center cohort analysis of all student-written NCs at the Perelman School of Medicine (2018-2022). NCs were converted into single words and characterized into word categories: ability (e.g., "talent"), standout ("best"), grindstone ("meticulous"), communal ("caring"), or agentic ("ambitious"). The authors qualitatively analyzed NC topic characteristics (i.e., focused on scholarship, community service). Logistic regression was used to identify gender differences in word categories and topics used in NCs. RESULTS: The cohort included 2,084 characteristics from 783 MSPEs (47.5%, n = 371 written by women). After adjusting for underrepresented in medicine status, honor society membership, and intended specialty, men were more likely to use standout (OR = 2.00; 95% confidence interval [CI] = 1.35, 2.96; P = .001) and communal (OR = 1.40; 95% CI = 1.03, 1.90; P = .03) words in their NCs compared with women but less likely to use grindstone words (OR = 0.72; 95% CI = 0.53, 0.98; P = .04). Men were more likely than women to discuss scholarship (OR = 2.03; 95% CI = 1.27, 3.23; P = .003), hobbies (OR = 1.45; 95% CI = 1.07, 1.96; P = .02), and/or awards (OR = 1.59; 95% CI = 1.16, 2.16; P = .004) and less likely to highlight community service (OR = 0.66; 95% CI = 0.48, 0.92; P = .02). CONCLUSIONS: The self-written nature of NCs permits language differences that may contribute to gender bias in residency application.

Partisan Differences in Legislators' Discussion of Vaccination on Twitter During the COVID-19 Era: Natural Language Processing Analysis.

BACKGROUND: The COVID-19 era has been characterized by the politicization of health-related topics. This is especially concerning given evidence that politicized discussion of vaccination may contribute to vaccine hesitancy. No research, however, has examined the content and politicization of legislator communication with the public about vaccination during the COVID-19 era. OBJECTIVE: The aim of this study was to examine vaccine-related tweets produced by state and federal legislators during the COVID-19 era to (1) describe the content of vaccine-related tweets; (2) examine the differences in vaccine-related tweet content between Democrats and Republicans; and (3) quantify (and describe trends over time in) partisan differences in vaccine-related communication. METHODS: We abstracted all vaccine-related tweets produced by state and federal legislators between February 01, 2020, and December 11, 2020. We used latent Dirichlet allocation to define the tweet topics and used descriptive statistics to describe differences by party in the use of topics and changes in political polarization over time. RESULTS: We included 14,519 tweets generated by 1463 state legislators and 521 federal legislators. Republicans were more likely to use words (eg, "record time," "launched," and "innovation") and topics (eg, Operation Warp Speed success) that were focused on the successful development of a SARS-CoV-2 vaccine. Democrats used a broader range of words (eg, "anti-vaxxers," "flu," and "free") and topics (eg, vaccine prioritization, influenza, and antivaxxers) that were more aligned with public health messaging related to the vaccine. Polarization increased over most of the study period. CONCLUSIONS: Republican and Democratic legislators used different language in their Twitter conversations about vaccination during the COVID-19 era, leading to increased political polarization of vaccine-related tweets. These communication patterns have the potential to contribute to vaccine hesitancy.

A Multicentered Randomized Controlled Trial Comparing the Effectiveness of Pain Treatment Communication Tools in Emergency Department Patients With Back or Kidney Stone Pain.

Objectives. To compare the effectiveness of 3 approaches for communicating opioid risk during an emergency department visit for a common painful condition. Methods. This parallel, multicenter randomized controlled trial was conducted at 6 geographically disparate emergency department sites in the United States. Participants included adult patients between 18 and 70 years of age presenting with kidney stone or musculoskeletal back pain. Participants were randomly assigned to 1 of 3 risk communication strategies: (1) a personalized probabilistic risk visual aid, (2) a visual aid and a video narrative, or 3) general risk information. The primary outcomes were accuracy of risk recall, reported opioid use, and treatment preference at time of discharge. Results. A total of 1301 participants were enrolled between June 2017 and August 2019. There was no difference in risk recall at 14 days between the narrative and probabilistic groups (43.7% vs 38.8%; absolute risk reduction = 4.9%; 95% confidence interval [CI] = -2.98, 12.75). The narrative group had lower rates of preference for opioids at discharge than the general risk information group (25.9% vs 33.0%; difference = 7.1%; 95% CI = 0.64, 0.97). There were no differences in reported opioid use at 14 days between the narrative, probabilistic, and general risk groups (10.5%, 10.3%, and 13.3%, respectively; P = .44). Conclusions. An emergency medicine communication tool incorporating probabilistic risk and patient narratives was more effective than general information in mitigating preferences for opioids in the treatment of pain but was not more effective with respect to opioid use or risk recall. Trial Registration. Clinical Trials.gov identifier: NCT03134092. (Am J Public Health. 2022;112(S1):S45-S55. https://doi.org/10.2105/AJPH.2021.306511).

"We have to be uncomfortable and creative": Reflections on the impacts of the COVID-19 pandemic on overdose prevention, harm reduction & homelessness advocacy in Philadelphia.

The COVID-19 pandemic and ensuing service delivery interruptions had serious impacts on people who use drugs (PWUD) and people experiencing homelessness, including instability in the drug supply, decreased access to substance use disorder (SUD) treatment and harm reduction supplies, increased substance use and relapse due to stress and isolation, inability to properly isolate and quarantine without stable housing, and risk of COVID-19 spread in congregate living spaces. At the same time, many have noted a potential opportunity for rapid change in health, housing, and drug policy despite previous stagnation-referred to as a "punctuated equilibrium" by Baumgartner and Jones-in response to the pandemic. The pandemic forced some important policy interventions in the United States at both national and local levels, including eviction moratoriums and loosening of drug policy related to substance use treatment. However, to what extent some of these changes will be sustained past the current COVID-19 crisis is still unclear, as is how drug and housing related policy shifts have impacted the work of frontline overdose prevention, substance use treatment, and homelessness advocacy workers. In this qualitative study, we used semi-structured interviews to assess how Philadelphia's harm reduction advocates, community organizers, and SUD treatment clinicians have responded to the overdose and homelessness crises during COVID-19, and how they predict the pandemic and ensuing policy changes will impact the future of overdose prevention, harm reduction efforts, and homelessness advocacy. We interviewed 30 eligible participants during July and August 2020. The analysis of these data yielded three themes: 1/"None of it should be new to anybody": COVID-era issues impacting PWUD and people experiencing homelessness are extensions of existing problems; 2/"An opportunity to actually benefit in some way from this crisis": Possibility for innovation and improved care for PWUD and people experiencing homelessness; and 3/"Nothing we've tried has worked, so we have to be uncomfortable and creative": The uncertain path forward. Despite the many barriers that participants faced to promoting the health and well-being of marginalized communities during the pandemic, they also believed that the pandemic presented an important opportunity for positive policy change that has the potential to promote drug user health into the future, including a continuation of loosened federal restrictions on substance use disorder treatment, legalization of safe consumption spaces, safe supply of substances, and progressive, creative housing solutions.

Telehealth for opioid use disorder treatment in low-barrier clinic settings: an exploration of clinician and staff perspectives.

BACKGROUND: The majority of individuals with opioid use disorder (OUD) face access barriers to evidence-based treatment, and the COVID-19 pandemic has exacerbated the United States (US) opioid overdose crisis. However, the pandemic has also ushered in rapid transitions to telehealth in the USA, including for substance use disorder treatment with buprenorphine. These changes have the potential to mitigate barriers to care or to exacerbate pre-existing treatment inequities. The objective of this study was to qualitatively explore Philadelphia-based low-barrier, harm-reduction oriented, opioid use disorder (OUD) treatment provider perspectives about and experiences with telehealth during the COVID-19 pandemic, and to assess their desire to offer telehealth to patients at their programs in the future. METHODS: We interviewed 22 OUD treatment prescribers and staff working outpatient programs offering OUD treatment with buprenorphine in Philadelphia during July and August 2020. All participants worked at low-barrier treatment programs that provide buprenorphine using a harm reduction-oriented approach and without mandating counseling or other requirements as a condition of treatment. We analyzed the data using thematic content analysis. RESULTS: Our analysis yielded three themes: 1/ Easier access for some: telehealth facilitates care for many patients who have difficulty attending in-person appointments due to logistical and psychological barriers; 2/ A layered digital divide: engagement with telehealth can be seriously limited by patients' access to and comfort with technology; and 3/ Clinician control: despite some clinic staff beliefs that patients should have the freedom to choose their treatment modality, patients' access to treatment via telehealth may hinge on clinician perceptions of patient "stability" rather than patient preferences. CONCLUSIONS: Telehealth may address many access issues, however, barriers to implementation remain, including patient ability and desire to attend healthcare appointments virtually. In addition, the potential for telehealth models to extend OUD care to patients currently underserved by in-person models may partially depend on clinician comfort treating patients deemed "unstable" via this modality. The ability of telehealth to expand access to OUD care for individuals who have previously struggled to engage with in-person care will likely be limited if these patients are not given the opportunity to receive treatment via telehealth.

Patient Preference and Risk Assessment in Opioid Prescribing Disparities: A Secondary Analysis of a Randomized Clinical Trial.

Importance: Although racial disparities in acute pain control are well established, the role of patient analgesic preference and the factors associated with these disparities remain unclear. Objective: To characterize racial disparities in opioid prescribing for acute pain after accounting for patient preference and to test the hypothesis that racial disparities may be mitigated by giving clinicians additional information about their patients' treatment preferences and risk of opioid misuse. Design, Setting, and Participants: This study is a secondary analysis of data collected from Life STORRIED (Life Stories for Opioid Risk Reduction in the ED), a multicenter randomized clinical trial conducted between June 2017 and August 2019 in the emergency departments (EDs) of 4 academic medical centers. Participants included 1302 patients aged 18 to 70 years who presented to the ED with ureter colic or musculoskeletal back and/or neck pain. Interventions: The treatment arm was randomized to receive a patient-facing intervention (not examined in this secondary analysis) and a clinician-facing intervention that consisted of a form containing information about each patient's analgesic treatment preference and risk of opioid misuse. Main Outcomes and Measures: Concordance between patient preference for opioid-containing treatment (assessed before ED discharge) and receipt of an opioid prescription at ED discharge. Results: Among 1302 participants in the Life STORRIED clinical trial, 1012 patients had complete demographic and treatment preference data available and were included in this secondary analysis. Of those, 563 patients (55.6%) self-identified as female, with a mean (SD) age of 40.8 (14.1) years. A total of 455 patients (45.0%) identified as White, 384 patients (37.9%) identified as Black, and 173 patients (17.1%) identified as other races. After controlling for demographic characteristics and clinical features, Black patients had lower odds than White patients of receiving a prescription for opioid medication at ED discharge (odds ratio [OR], 0.42; 95% CI, 0.27-0.65). When patients who did and did not prefer opioids were considered separately, Black patients continued to have lower odds of being discharged with a prescription for opioids compared with White patients (among those who preferred opioids: OR, 0.43 [95% CI, 0.24-0.77]; among those who did not prefer opioids: OR, 0.45 [95% CI, 0.23-0.89]). These disparities were not eliminated in the treatment arm, in which clinicians were given additional data about their patients' treatment preferences and risk of opioid misuse. Conclusions and Relevance: In this secondary analysis of data from a randomized clinical trial, Black patients received different acute pain management than White patients after patient preference was accounted for. These disparities remained after clinicians were given additional patient-level data, suggesting that a lack of patient information may not be associated with opioid prescribing disparities. Trial Registration: ClinicalTrials.gov Identifier: NCT03134092.

Changes in legislator vaccine-engagement on Twitter before and after the arrival of the COVID-19 pandemic.

Widespread SARS-CoV-2 vaccine uptake will be critical to resolution of the COVID-19 pandemic. Politicians have the potential to impact vaccine sentiment and uptake through vaccine-related communication with the public. We used tweets (n = 6,201), abstracted from Quorum, a public affairs software platform, to examine changes in the frequency of vaccine-related communication by legislators on the social media platform, Twitter. We found an increase in vaccine-related tweets by legislators following the arrival of SARS-CoV-2 in the United States. In the pre-COVID-19 era the majority of vaccine-related tweets were generated by Democrat and state senators. The increase in tweets following the arrival of COVID-19, however, was greater among Republican and federal legislators than Democrat or state legislators. This suggests that legislators who were previously less engaged in public discussion of vaccination, became engaged following the arrival of SARS-CoV-2, which may have implications for COVID-19 vaccine uptake among their followers.

The influence of veteran race and psychometric testing on veterans affairs posttraumatic stress disorder (PTSD) disability exam outcomes.

This study examined the influence of veterans' race and examiners' use of psychometric testing during a Department of Veterans Affairs posttraumatic stress disorder (PTSD) disability examination on diagnostic and service connection status outcomes. Participants were 764 veterans enrolled in a national longitudinal registry. Current and lifetime PTSD diagnostic status was determined with the Structured Clinical Interview for DSM-IV (SCID) and was compared with PTSD diagnosis conferred upon veterans by their compensation and pension (C&P) examiners as well as with ultimate Veterans Affairs (VA) PTSD service connected status. The concordance rate between independent SCID current PTSD diagnosis and PTSD disability examination diagnosis was 70.4%, and between SCID lifetime PTSD diagnosis and PTSD disability examination diagnosis was 77.7%. Among veterans with current SCID diagnosed PTSD, Black veterans were significantly less likely than White veterans to receive a PTSD diagnosis from their C&P examiner (odds ratio [OR] = .39, p = .003, confidence interval [CI] = .20-.73). Among veterans without current SCID diagnosed PTSD, White veterans were significantly more likely than Black veterans to receive a PTSD diagnosis from their C&P examiner (OR = 4.07, p = .005, CI = 1.51-10.92). Splitting the sample by use of psychometric testing revealed that examinations that did not include psychometric testing demonstrated the same relation between veteran race and diagnostic concordance. However, for examinations in which psychometric testing was used, the racial disparity between SCID PTSD status and disability exam PTSD status was no longer significant. Results suggest that psychometric testing may reduce disparities in VA PTSD disability exam outcomes. (PsycINFO Database Record

A longitudinal examination of peritraumatic emotional responses and their association with posttraumatic stress disorder and major depressive disorder among veterans.

Research has revealed a significant association between several peritraumatic emotional responses and posttraumatic stress disorder (PTSD). Preliminary research has also linked peritraumatic emotional responses with a diagnosis of major depressive disorder (MDD). The majority of this research has been cross-sectional, thereby making it difficult to determine the extent to which the various peritraumatic emotional responses may increase risk for, or serve as a premorbid marker of, PTSD and MDD. This study examined the longitudinal role of peritraumatic emotional responses on the subsequent development of PTSD and MDD in a sample of US military veterans. Whereas a number of peritraumatic emotional responses were concurrently associated with PTSD, only peritraumatic numbness maintained the association with this diagnosis longitudinally. For MDD, peritraumatic numbness was the only emotional response related to the diagnosis both concurrently and longitudinally. Study findings are a preliminary proof of concept that peritraumatic numbness may serve as a premorbid marker for the development of PTSD and MDD following a traumatic event. Implications of these findings for the diagnosis, assessment, and treatment of both PTSD and MDD are discussed.

The Causal Effect of Student Mobility on Standardized Test Performance: A Case Study with Possible Implications for Accountability Mandates within the Elementary and Secondary Education Act.

This paper presents a limited case study examining the causal inference of student mobility on standardized test performance, within one middle-class high school in suburban Connecticut. Administrative data were used from a district public high school enrolling 319 10th graders in 2010. Propensity score methods were used to estimate the causal effect of student mobility on Math, Science, Reading, and Writing portions of the Connecticut Academic Performance Test (CAPT), after matching mobile vs. stable students on gender, race/ethnicity, eligibility for free/reduced lunches, and special education status. Analyses showed that mobility was associated with lower performance in the CAPT Writing exam. Follow-up analyses revealed that this trend was only significant among those who were ineligible for free/reduced lunches, but not among eligible students. Additionally, mobile students who were ineligible for free/reduced lunches had lower performance in the CAPT Science exam according to some analyses. Large numbers of students transferring into a school district may adversely affect standardized test performance. This is especially relevant for policies that affect student mobility in schools, given the accountability measures in the No Child Left Behind that are currently being re-considered in the recent Every Student Succeeds Act.

Validity of posttraumatic stress disorder service connection status in Veterans Affairs electronic records of Iraq and Afghanistan Veterans.

OBJECTIVE: This study examined the extent to which veterans' posttraumatic stress disorder (PTSD) service connection (SC) status corresponded to their PTSD diagnostic status, as determined by a semistructured diagnostic interview. METHOD: Participants were 834 veterans in the Veterans After-Discharge Longitudinal Registry (Project VALOR), an observational registry of veterans with and without PTSD who are enrolled in the Veterans Affairs (VA) health care system. PTSD diagnostic status was confirmed using the Structured Clinical Interview for DSM-IV (SCID). RESULTS: Concordance between PTSD SC status and current and lifetime PTSD diagnosis was 70.2% and 77.2%, respectively. Individuals with PTSD SC were twice as likely as those without PTSD SC to have a current SCID PTSD diagnosis (OR = 2.11 [95% CI, 1.47-3.04]; P < .001) and almost 3 times as likely to have a lifetime SCID PTSD diagnosis (OR = 2.72 [95% CI, 1.67-4.41]; P < .001). For current PTSD, results showed a slightly higher proportion of false positives-individuals who did not meet SCID criteria but who did have SC for PTSD-than false negatives-individuals who met SCID criteria but did not have SC for PTSD. For lifetime PTSD, the proportion of false negatives was approximately twice the proportion of false positives. CONCLUSIONS: PTSD diagnostic and SC status are discordant for a significant minority of veterans. Findings revealed that both the number of veterans who are service connected without meeting criteria for PTSD and the number of veterans who meet PTSD criteria but have not been granted SC status are concerning.

Alcohol dependence symptoms among recent onset adolescent drinkers.

This study examined prevalence of alcohol dependence symptoms and diagnosis among a nationally representative sample of recent onset adolescent drinkers aged 12-21 years (mean 17 years) across different levels of drinking drawn from National Survey of Drug Use and Health (N=9490). We assessed whether the relationship between level of alcohol use and alcohol dependence was similar for individuals from different socio-demographic groups (i.e., gender, age group, ethnic group, family income, and substance use in the past year). The most prevalent DSM-IV alcohol dependence criteria at low levels of alcohol use were "unsuccessful efforts to cut down", "tolerance", and "time spent" in activities necessary to obtain alcohol or recover from its effect. Logistic regression with polynomial contrasts indicated increasing rates of each criterion and an overall dependence diagnosis with increasing alcohol exposure that differed most between the lowest levels of recent drinking frequency. After controlling for drinking quantity, younger adolescents, females, Native American/Alaskans and Asian/Pacific Islanders were most likely to experience alcohol dependence symptoms and a diagnosis of dependence, suggesting that these demographic subgroups may experience dependence symptoms or develop dependence more quickly after beginning to drink. Recognizing early symptoms of alcohol dependence may assist in early identification and intervention of those at risk for heavier drinker in the future.