Functional Genetic Variants Revealed by Massively Parallel Precise Genome Editing.

A major challenge in genetics is to identify genetic variants driving natural phenotypic variation. However, current methods of genetic mapping have limited resolution. To address this challenge, we developed a CRISPR-Cas9-based high-throughput genome editing approach that can introduce thousands of specific genetic variants in a single experiment. This enabled us to study the fitness consequences of 16,006 natural genetic variants in yeast. We identified 572 variants with significant fitness differences in glucose media; these are highly enriched in promoters, particularly in transcription factor binding sites, while only 19.2% affect amino acid sequences. Strikingly, nearby variants nearly always favor the same parent's alleles, suggesting that lineage-specific selection is often driven by multiple clustered variants. In sum, our genome editing approach reveals the genetic architecture of fitness variation at single-base resolution and could be adapted to measure the effects of genome-wide genetic variation in any screen for cell survival or cell-sortable markers.

A Systematic Review of Implementation Research on Determinants and Strategies of Effective HIV Interventions for Men Who Have Sex with Men in the United States.

Men who have sex with men (MSM) are disproportionately affected by HIV, accounting for two-thirds of HIV cases in the United States despite representing ∼5% of the adult population. Delivery and use of existing and highly effective HIV prevention and treatment strategies remain suboptimal among MSM. To summarize the state of the science, we systematically review implementation determinants and strategies of HIV-related health interventions using implementation science frameworks. Research on implementation barriers has focused predominantly on characteristics of individual recipients (e.g., ethnicity, age, drug use) and less so on deliverers (e.g., nurses, physicians), with little focus on system-level factors. Similarly, most strategies target recipients to influence their uptake and adherence, rather than improving and supporting implementation systems. HIV implementation research is burgeoning; future research is needed to broaden the examination of barriers at the provider and system levels, as well as expand knowledge on how to match strategies to barriers-particularly to address stigma. Collaboration and coordination among federal, state, and local public health agencies; community-based organizations; health care providers; and scientists are important for successful implementation of HIV-related health innovations.

Interventions and contextual factors to improve retention in care for patients with hypertension in primary care: Hermeneutic systematic review.

BACKGROUND: Regular engagement over time in hypertension care, or retention, is a crucial but understudied step in optimizing patient outcomes. This systematic review leverages a hermeneutic methodology to identify, evaluate, and quantify the effects of interventions and contextual factors for improving retention for patients with hypertension. METHODS: We searched for articles that were published between 2000 and 2022 from multiple electronic databases, including MEDLINE, EMBASE, Cochrane Central Register of Controlled Trials, clinicaltrials.gov, and WHO International Trials Registry. We followed the latest version of the preferred reporting items for systematic reviews and meta-analyses (PRISMA) guideline to report the findings for this review. We also synthesized the findings using a hermeneutic methodology for systematic reviews, which used an iterative process to review, integrate, analyze, and interpret evidence. RESULTS: From 4686 screened titles and abstracts, 18 unique studies from 9 countries were identified, including 10 (56%) randomized controlled trials (RCTs), 3 (17%) cluster RCTs, and 5 (28%) non-RCT studies. The number of participants ranged from 76 to 1562. The overall mean age range was 41-67 years, and the proportion of female participants ranged from 0% to 100%. Most (n = 17, 94%) studies used non-physician personnel to implement the proposed interventions. Fourteen studies (78%) implemented multilevel combinations of interventions. Education and training, team-based care, consultation, and Short Message Service reminders were the most common interventions tested. CONCLUSIONS: This review presents the most comprehensive findings on retention in hypertension care to date and fills the gaps in the literature, including the effectiveness of interventions, their components, and contextual factors. Adaptation of and implementing HIV care models, such differentiated service delivery, may be more effective and merit further study. REGISTRATION: CRD42021291368. PROTOCOL REGISTRATION: PROSPERO 2021 CRD42021291368. Available at: https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=291368.

Improving Delivery and Use of HIV Pre-Exposure Prophylaxis in the US: A Systematic Review of Implementation Strategies and Adjunctive Interventions.

Implementation of pre-exposure prophylaxis (PrEP) to prevent HIV transmission is suboptimal in the United States. To date, the literature has focused on identifying determinants of PrEP use, with a lesser focus on developing and testing change methods to improve PrEP implementation. Moreover, the change methods available for improving the uptake and sustained use of PrEP have not been systematically categorized. To summarize the state of the literature, we conducted a systematic review of the implementation strategies used to improve PrEP implementation among delivery systems and providers, as well as the adjunctive interventions used to improve the uptake and persistent adherence to PrEP among patients. Between November 2020 and January 2021, we searched Ovid MEDLINE, PsycINFO, and Web of Science for peer reviewed articles. We identified 44 change methods (18 implementation strategies and 26 adjunctive interventions) across a variety of clinical and community-based service settings. We coded implementation strategies and adjunctive interventions in accordance with established taxonomies and reporting guidelines. Most studies focused on improving patient adherence to PrEP and most conducted pilot trials. Just over one-third of included studies demonstrated a positive effect on outcomes. In order to end the human immunodeficiency virus (HIV) epidemic in the U.S., future, large scale HIV prevention research is needed that develops and evaluates implementation strategies and adjunctive interventions for target populations disproportionately affected by HIV.

Therapeutic Assessment in a University Counseling Center: A Replicated Single-Case Time-Series Pilot Study.

In this study, we pilot tested Therapeutic Assessment (TA) in a university counseling center using a replicated single-case design to generate hypotheses on the effectiveness and applicability for this setting and population. We aimed to see whether TA could be an effective brief intervention to address students' presenting mental health concerns. Further, we explored whether different types of presenting concerns were associated with differential symptomatic improvement during the intervention. An independent clinician interviewed participants before the baseline period to develop individualized rating scales pertaining to their presenting concerns. Eight consecutive students accessing the counseling center enrolled in the study and rated their presenting problems across baseline, intervention, and follow-up periods. The intervention involved five TA sessions. The results suggested that TA is associated with statistically significant reductions in clients' symptoms in the context of a university counseling center. Idiographic trajectory analysis of participant data who experienced significant and insignificant change was used to test whether changes were associated with the onset of TA. The findings suggest TA might be more effective for certain presenting concerns than for others. The implications for the implementation of TA in university counseling centers is discussed.

Implementation Barriers and Experiences of Eligible Patients Who Failed to Enroll in Collaborative Care for Depression and Anxiety.

BACKGROUND: Effective and efficient implementation of the Collaborative Care Model (CoCM) for depression and anxiety is imperative for program success. Studies examining barriers to implementation often omit patient perspectives. OBJECTIVES: To explore experiences and attitudes of eligible patients referred to CoCM who declined participation or were unable to be reached, and identify implementation barriers to inform strategies. DESIGN: Convergent mixed-methods study with a survey and interview. PARTICIPANTS: Primary care patients at an academic medical center who were referred to a CoCM program for anxiety and depression by their primary care clinician (PCC) but declined participation or were unable to be reached by the behavioral health care manager to initiate care (n = 80). Interviews were conducted with 45 survey respondents. MAIN MEASURES: Survey of patients' referral experiences and behavioral health preferences as they related to failing to enroll in the program. Interview questions were developed using the Consolidated Framework for Implementation Research version 2.0 (CFIR 2.0) to identify implementation barriers to enrollment. KEY RESULTS: Survey results found that patients were uncertain about insurance coverage, did not understand the program, and felt services were not necessary. Referred patients who declined participation were concerned about how their mental health information would be used and preferred treatment without medication. Men agreed more that they did not need services. Qualitative results exhibited a variety of implementation determinants (n = 23) across the five CFIR 2.0 domains. Barriers included mental health stigma, perceiving behavioral health as outside of primary care practice guidelines, short or infrequent primary care appointments, prioritizing physical health over mental health, receiving inaccurate program information, low motivation to engage, and a less established relationship with their PCC. CONCLUSIONS: Multiple barriers to enrollment led to failing to link patients to care, which can inform implementation strategies to address the patient-reported experiences and concerns.

Declining Participation in Primary Care Quality Improvement Research: A Qualitative Study.

PURPOSE: There are numerous supportive quality improvement (QI) projects to facilitate the implementation of evidence-based practices in primary care, but recruiting physician practices to join these projects is challenging, costly, and time consuming. We aimed to identify factors leading primary care practices to decline participation in QI projects, and strategies to improve the feasibility and attractiveness of QI projects in the future. METHODS: For this qualitative study, we contacted 109 representatives of practices that had declined participation in 1 of 4 Agency for Healthcare Research and Quality-funded EvidenceNOW projects. The representatives were invited to participate in a 15-minute interview or complete a 5-question questionnaire. Thematic analysis was used to organize and characterize findings. RESULTS: Representatives from 31 practices (28.4% of those contacted) responded. Overwhelmingly, respondents indicated that staff turnover, staffing shortages, and general time constraints, exacerbated by the pandemic, prevented participation in the QI projects. Challenges with electronic health records, an expectation of greater financial compensation for participation, and confidence in the practices' current care practices were secondary reasons for declining participation. Tying participation to value-based programs and offering greater compensation were identified as strategies to facilitate recruitment. None of the respondents' recommendations, however, addressed the primary issues of staffing challenges and time constraints. CONCLUSIONS: Staffing challenges and general time constraints, exacerbated by the pandemic, are compromising primary care practices' ability to engage in QI research projects. To encourage participation, policy makers should consider direct supports for primary care, which may also help to alleviate burnout.

Determinants of Pre-exposure Prophylaxis (PrEP) Implementation in Transgender Populations: A Qualitative Scoping Review.

We conducted a scoping review of contextual factors impeding uptake and adherence to pre-exposure prophylaxis in transgender communities as an in-depth analysis of the transgender population within a previously published systematic review. Using a machine learning screening process, title and abstract screening, and full-text review, the initial systematic review identified 353 articles for analysis. These articles were peer-reviewed, implementation-related studies of PrEP in the U.S. published after 2000. Twenty-two articles were identified in this search as transgender related. An additional eleven articles were identified through citations of these twenty-two articles, resulting in thirty-three articles in the current analysis. These thirty-three articles were qualitatively coded in NVivo using adapted constructs from the Consolidated Framework for Implementation Research as individual codes. Codes were thematically assessed. We point to barriers of implementing PrEP, including lack of intentional dissemination efforts and patience assistance, structural factors, including sex work, racism, and access to gender affirming health care, and lack of provider training. Finally, over 60% of articles lumped cisgender men who have sex with men with trans women. Such articles included sub-samples of transgender individuals that were not representative. We point to areas of growth for the field in this regard.

RESUMEN: En este revisión de alcance, examinamos los factores contextuales que impiden la adopción y el cumplimiento de la profilaxis previa a la exposición en las comunidades transgénero. Este revisión sistemática se formó a partir de una revisión sistemática más grande. Utilizando un proceso de selección de aprendizaje automático, filtración de los titulus y examines, y revision del texto complete, el primer revisión sistemática identificó 353 artículos por el analisis. Estes artículos fueron estudios revisados por pares, relacionados con la implementación de la PrEP en los EE.UU. publicados despues de 2000. Veintidós artículos se identificaron en esta b?squeda como relacionados con personas transgénero. Se identificaron once artículos adicionales a través de citas de estos veintidós artículos, lo que resultó en treinta y tres artículos en el análisis actual. Estos treinta y tres artículos fueron codificados cualitativamente en NVivo utilizando construcciones adaptadas del Marco Consolidado para la Investigación de Implementación (CFIR) como códigos individuales. Los códigos fueron evaluados temáticamente. Señalamos las barreras de la implementación de la PrEP, como la falta de esfuerzos intencionales de difusión y asistencia al paciente, las barreras estructurales como el trabajo sexual, el racism, y el acceso a la salud de afirmación de género, y la falta del entrenamiento de los doctores. Finalmente, más de sesenta por ciento de los artículos tuvieron submuestras de personas transgénero que no eran representativas. Se?alamos áreas de crecimiento para el campo en este sentido.

Promoting Evidence-Based Practice: The Influence of Novel Structural Change to Accelerate Translational Rehabilitation.

OBJECTIVE: To evaluate changes in clinicians' use of evidence-based practice (EBP), openness toward EBP, and their acceptance of organizational changes after a rehabilitation hospital transitioned to a new facility designed to accelerate clinician-researcher collaborations. DESIGN: Three repeated surveys of clinicians before, 7-9 months, and 2.5 years after transition to the new facility. SETTING: Inpatient rehabilitation hospital. PARTICIPANTS: Physicians, nurses, therapists, and other health care professionals (n=410, 442, and 448 respondents at Times 1, 2, and 3, respectively). INTERVENTIONS: Implementation of physical (architecture, design) and team-focused (champions, leaders, incentives) changes in a new model of care to promote clinician-researcher collaborations. MAIN OUTCOME MEASURES: Adapted versions of the Evidence-Based Practice Questionnaire (EBPQ), the Evidence-Based Practice Attitudes Scale (EBPAS), and the Organizational Change Recipients' Beliefs Scale (OCRBS) were used. Open-ended survey questions were analyzed through exploratory content analysis. RESULTS: Response rates at Times 1, 2, and 3 were 67% (n=410), 69% (n=422), and 71% (n=448), respectively. After accounting for familiarity with the model of care, there was greater reported use of EBP at Time 3 compared with Time 2 (adjusted meant2=3.51, standard error (SE)=0.05; adj. meant3=3.64, SE=0.05; P=.043). Attitudes toward EBPs were similar over time. Acceptance of the new model of care was lower at Time 2 compared with Time 1, but rebounded at Time 3 (adjusted meant1=3.44, SE=0.04; adj. meant2=3.19, SE=0.04; P<.0001; adj. meant3=3.51, SE=0.04; P<.0001). Analysis of open-ended responses suggested that clinicians' optimism for the model of care was greater over time, but continued quality improvement should focus on cultivating communication between clinicians and researchers. CONCLUSIONS: Accelerating clinician-researcher collaborations in a rehabilitation setting requires sustained effort for successful implementation beyond novel physical changes. Organizations must be responsive to clinicians' changing concerns to adapt and sustain a collaborative translational medicine model and allow sufficient time, probably years, for such transitions to occur.

Predictive Utility of Irritability "In Context": Proof-of-Principle for an Early Childhood Mental Health Risk Calculator.

OBJECTIVE: We provide proof-of-principle for a mental health risk calculator advancing clinical utility of the irritability construct for identification of young children at high risk for common, early onsetting syndromes. METHOD: Data were harmonized from two longitudinal early childhood subsamples (total N = 403; 50.1% Male; 66.7% Nonwhite; Mage = 4.3 years). The independent subsamples were clinically enriched via disruptive behavior and violence (Subsample 1) and depression (Subsample 2). In longitudinal models, epidemiologic risk prediction methods for risk calculators were applied to test the utility of the transdiagnostic indicator, early childhood irritability, in the context of other developmental and social-ecological indicators to predict risk of internalizing/externalizing disorders at preadolescence (Mage = 9.9 years). Predictors were retained when they improved model discrimination (area under the receiver operating characteristic curve [AUC] and integrated discrimination index [IDI]) beyond the base demographic model. RESULTS: Compared to the base model, the addition of early childhood irritability and adverse childhood experiences significantly improved the AUC (0.765) and IDI slope (0.192). Overall, 23% of preschoolers went on to develop a preadolescent internalizing/externalizing disorder. For preschoolers with both elevated irritability and adverse childhood experiences, the likelihood of an internalizing/externalizing disorder was 39-66%. CONCLUSIONS: Predictive analytic tools enable personalized prediction of psychopathological risk for irritable young children, holding transformative potential for clinical translation.

Network interventions for managing the COVID-19 pandemic and sustaining economy.

Sustaining economic activities while curbing the number of new coronavirus disease 2019 (COVID-19) cases until effective vaccines or treatments become available is a major public health and policy challenge. In this paper, we use agent-based simulations of a network-based susceptible-exposed-infectious-recovered (SEIR) model to investigate two network intervention strategies for mitigating the spread of transmission while maintaining economic activities. In the simulations, we assume that people engage in group activities in multiple sectors (e.g., going to work, going to a local grocery store), where they interact with others in the same group and potentially become infected. In the first strategy, each group is divided into two subgroups (e.g., a group of customers can only go to the grocery store in the morning, while another separate group of customers can only go in the afternoon). In the second strategy, we balance the number of group members across different groups within the same sector (e.g., every grocery store has the same number of customers). The simulation results show that the dividing groups strategy substantially reduces transmission, and the joint implementation of the two strategies could effectively bring the spread of transmission under control (i.e., effective reproduction number ≈ 1.0).

Perspectives of Primary Care Clinicians on the Diagnosis and Treatment of Pediatric Hypertension.

The purpose of this study was to contextualize the challenges of diagnosing and managing pediatric hypertension (pHTN) in federally qualified health centers. We conducted a survey among primary care clinicians (N = 72) who treat children (3-17 years old) in a national network of health centers. Clinicians reported practices of blood pressure (BP) measurement, barriers to diagnosis and management of pHTN, and use of population health tools. Most clinicians (83%) used electronic devices to measure BP, only 49% used manual BP readings for follow-up measurements, and more than half measured BP at each encounter. The highest-rated barrier to pHTN management was lack of comfort with antihypertensive medications (71% of respondents). Few clinicians (10%) had used population health tools, but most (78%) indicated they would like to use them for pHTN. These results offer clinician-level insights regarding implementation of the pHTN guideline in pediatric primary care settings.

Baseline Targeted Moderation in a Trial of the Family Check-Up 4 Health: Potential Explanations for Finding Few Practical Effects.

Not all participants will benefit equally from even well-established, evidence-based prevention programs. For this reason, the field of prevention science is beginning to embrace individual tailoring of interventions. The Family Check-Up was among the first prevention programs to tailor at the family level as opposed to the more prevalent focus on adapting programs for different cultures, genders, and other immutable participant characteristics. Despite tailoring, families with lower levels of stress and parental mental health issues, children with lower baseline conduct problems, and families living in an extremely deprived neighborhood benefitted less from the Family Check-Up. This study examined baseline targeted moderation (BTM) within a trial of the Family Check-Up 4 Health (FCU4Health) program, an adaptation of the Family Check-Up for primary care delivery and explicit targeting of obesogenic behaviors. Ethnically diverse, low-income families (N = 240) with children ages 5.5 to 12 years identified in pediatric primary care with elevated body mass index (BMI) were enrolled and randomized to FCU4Health or usual care. Few BTM effects were found using single-variable-as-moderator and latent-class-as-moderator analytic approaches across the primary (child BMI, body composition) and secondary outcomes (family health routines; child eating behaviors, food choices, emotional problems, problem behaviors, quality of life; caregiver BMI and body composition), as well as hypothesized mediators (child self-regulation, parenting skills). The high-risk nature of the sample and the FCU4Health being individually tailored might have mitigated finding BTM effects. This trial was prospectively registered (NCT03013309 ClinicalTrials.gov).

Virtual Reality Job Interview Training for Adults Receiving Prison-Based Employment Services: A Randomized Controlled Feasibility and Initial Effectiveness Trial.

Returning citizens struggle to obtain employment after release from prison, and navigating job interviews is a critical barrier they encounter. Implementing evidence-based interview training is a major gap in prison-based vocational services. We conducted a randomized controlled trial (RCT) to evaluate the feasibility and initial effectiveness of Virtual Reality Job Interview Training within two prisons. Forty-four male returning citizens were randomized to receive service-as-usual (SAU) with VR-JIT (SAU+VR-JIT, n = 28) or SAU (n = 16). Participants reported VR-JIT was highly acceptable and usable. SAU+VR-JIT, as compared to SAU, had significant improvements (with large effect sizes) in interview skills, interview training motivation, and interview anxiety (all p < .05; ηp2 > .15), and greater employment by 6-month follow-up (OR = 7.4, p = .045). VR-JIT can potentially help fill a major gap in prison-based services. Future research is needed to validate VR-JIT effectiveness and evaluate VR-JIT implementation strategies within prisons.

Mixed methods implementation evaluation of virtual interview training for transition-age autistic youth in pre-employment transition services.

BACKGROUND: Autistic transition-age youth are employed at rates far lower than their non-disabled peers as well as youth with other disabilities. Meanwhile, very few studies have evaluated the implementation of job interviewing practices within pre-employment transition services. OBJECTIVE: We conducted an initial implementation evaluation as part of a Type I hybrid randomized controlled effectiveness-implementation trial where we trained teachers to deliver Virtual Interview Training for Transition-Age Youth (VIT-TAY) within five pre-employment transition services programs. METHODS: We used mixed methods to evaluate leader (n=5), teacher (n=15) and autistic transition age youth (n=48) perceptions of VIT-TAY. We used descriptive statistics and thematic network analysis to evaluate survey data. Mixed methods integration was then performed to make comparisons between quantitative and qualitative results. RESULTS: Quantitative survey data revealed that leaders and teachers found VIT-TAY to be highly acceptable and appropriate for pre-employment transition services; findings which were confirmed via thematic network analysis of qualitative interview data. Autistic students reported via quantitative surveys that VIT-TAY was acceptable and usable, which was confirmed via thematic network analysis of open-ended survey data. CONCLUSIONS: This initial implementation evaluation can be used to inform a larger scale implementation evaluation of VIT-TAY in schools.

Implementation Preparation Costs of Virtual Reality Job Interview Training in Prisons: A Budget Impact Analysis.

Virtual Reality Job Interview Training (VR-JIT) has increased employment rates for returning citizens when added to a successful prison-based employment readiness program. However, implementation preparation cost-expenses prior to offering VR-JIT to intended recipients-is unknown. We estimated the cost of implementation preparation activities (e.g., organizing workflow) for two prisons to deliver VR-JIT. We conducted a budget impact analysis and enumerated the labor costs incurred during this important stage of implementation. Labor costs were approximately $8,847 per prison. Our sensitivity analysis estimated the labor costs to replicate this effort in a new prison to range from $2,877 to $4,306 per prison. Thus, VR-JIT may be an affordable tool for prison-based employment readiness programs to improve gainful employment.

Improved discovery of genetic interactions using CRISPRiSeq across multiple environments.

Large-scale genetic interaction (GI) screens in yeast have been invaluable for our understanding of molecular systems biology and for characterizing novel gene function. Owing in part to the high costs and long experiment times required, a preponderance of GI data has been generated in a single environmental condition. However, an unknown fraction of GIs may be specific to other conditions. Here, we developed a pooled-growth CRISPRi-based sequencing assay for GIs, CRISPRiSeq, which increases throughput such that GIs can be easily assayed across multiple growth conditions. We assayed the fitness of approximately 17,000 strains encompassing approximately 7700 pairwise interactions in five conditions and found that the additional conditions increased the number of GIs detected nearly threefold over the number detected in rich media alone. In addition, we found that condition-specific GIs are prevalent and improved the power to functionally classify genes. Finally, we found new links during respiratory growth between members of the Ras nutrient-sensing pathway and both the COG complex and a gene of unknown function. Our results highlight the potential of conditional GI screens to improve our understanding of cellular genetic networks.

Modeling SARS-CoV-2: Comparative Pathology in Rhesus Macaque and Golden Syrian Hamster Models.

Coronavirus disease 2019 (COVID-19) in humans has a wide range of presentations, ranging from asymptomatic or mild symptoms to severe illness. Suitable animal models mimicking varying degrees of clinical disease manifestations could expedite development of therapeutics and vaccines for COVID-19. Here we demonstrate that severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection resulted in subclinical disease in rhesus macaques with mild pneumonia and clinical disease in Syrian hamsters with severe pneumonia. SARS-CoV-2 infection was confirmed by formalin-fixed, paraffin-embedded (FFPE) polymerase chain reaction (PCR), immunohistochemistry, or in situ hybridization. Replicating virus in the lungs was identified using in situ hybridization or virus plaque forming assays. Viral encephalitis, reported in some COVID-19 patients, was identified in one macaque and was confirmed with immunohistochemistry. There was no evidence of encephalitis in hamsters. Severity and distribution of lung inflammation were substantially more in hamsters compared with macaques and exhibited vascular changes and virus-induced cytopathic changes as seen in COVID-19 patients. Neither the hamster nor macaque models demonstrated evidence for multisystemic inflammatory syndrome (MIS). Data presented here demonstrate that macaques may be appropriate for mechanistic studies of mild asymptomatic COVID-19 pneumonia and COVID-19-associated encephalitis, whereas Syrian hamsters may be more suited to study severe COVID-19 pneumonia.

Changes in Defense Mechanisms in Mothers From Pregnancy to 2 Years Postpregnancy.

ABSTRACT: The objective of this study was to assess changes in maternal defensive functioning from the third trimester of pregnancy to 2 years postpregnancy. A community sample of at-risk mothers ( N = 84; non-White [61%], unmarried [67%], high school or less education [72%], and income less than $20,000 [50%]) were recruited for this longitudinal study. Mothers responded to a semistructured interview during pregnancy and at 2 years postpregnancy about the parent-infant relationship; interview transcripts were coded using the Defense Mechanism Rating Scale (DMRS). Results indicated a significant increase in both total defense mechanisms used and the relative percentage of immature defense mechanisms used over time. A significant decrease in the relative percentage of healthy/adaptive defenses was noted. When all seven levels of defenses of the DMRS were assessed, it was an increase in minor image-distorting defenses, mechanisms that supported vulnerable self-esteem, that accounted for most of the change in immature defenses. Stability coefficients of defense mechanisms were reported, with large effect sizes, for overall defensive functioning, and mature and immature defenses over a 2-year period. These findings lend support to the importance of assessing defense mechanisms to better understand stressful life transitions in mothers.

High-Fidelity Agent-Based Modeling to Support Prevention Decision-Making: an Open Science Approach.

Preventing adverse health outcomes is complex due to the multi-level contexts and social systems in which these phenomena occur. To capture both the systemic effects, local determinants, and individual-level risks and protective factors simultaneously, the prevention field has called for adoption of system science methods in general and agent-based models (ABMs) specifically. While these models can provide unique and timely insight into the potential of prevention strategies, an ABM's ability to do so depends strongly on its accuracy in capturing the phenomenon. Furthermore, for ABMs to be useful, they need to be accepted by and available to decision-makers and other stakeholders. These two attributes of accuracy and acceptability are key components of open science. To ensure the creation of high-fidelity models and reliability in their outcomes and consequent model-based decision-making, we present a set of recommendations for adopting and using this novel method. We recommend ways to include stakeholders throughout the modeling process, as well as ways to conduct model verification, validation, and replication. Examples from HIV and overdose prevention work illustrate how these recommendations can be applied.