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Accuracy Of Influenza Icd-10 Diagnosis Codes In Identifying Influenza Illness In Children., James W. Antoon, Tess Stopczynski, Justin Z. Amarin, Laura S. Stewart, Julie A. Boom, Leila C. Sahni, Marian G. Michaels, John V. Williams, Janet A. Englund, Eileen J. Klein, Mary A. Staat, Elizabeth P. Schlaudecker, Rangaraj Selvarangan, Jennifer E. Schuster, Geoffrey A. Weinberg, Peter G. Szilagyi, Ariana Perez, Heidi L. Moline, Andrew J. Spieker, Carlos G. Grijalva, Samantha M. Olson, Natasha B. Halasa Apr 2024

Accuracy Of Influenza Icd-10 Diagnosis Codes In Identifying Influenza Illness In Children., James W. Antoon, Tess Stopczynski, Justin Z. Amarin, Laura S. Stewart, Julie A. Boom, Leila C. Sahni, Marian G. Michaels, John V. Williams, Janet A. Englund, Eileen J. Klein, Mary A. Staat, Elizabeth P. Schlaudecker, Rangaraj Selvarangan, Jennifer E. Schuster, Geoffrey A. Weinberg, Peter G. Szilagyi, Ariana Perez, Heidi L. Moline, Andrew J. Spieker, Carlos G. Grijalva, Samantha M. Olson, Natasha B. Halasa

Manuscripts, Articles, Book Chapters and Other Papers

IMPORTANCE: Studies of influenza in children commonly rely on coded diagnoses, yet the ability of International Classification of Diseases, Ninth Revision codes to identify influenza in the emergency department (ED) and hospital is highly variable. The accuracy of newer International Statistical Classification of Diseases and Related Health Problems, Tenth Revision (ICD-10) codes to identify influenza in children is unknown.

OBJECTIVE: To determine the accuracy of ICD-10 influenza discharge diagnosis codes in the pediatric ED and inpatient settings.

DESIGN, SETTING, AND PARTICIPANTS: Children younger than 18 years presenting to the ED or inpatient settings with fever and/or respiratory symptoms at 7 …


Interim Estimates Of 2023-24 Seasonal Influenza Vaccine Effectiveness - United States., Aaron M. Frutos, Ashley M. Price, Elizabeth Harker, Emily L. Reeves, Haris M. Ahmad, Vel Murugan, Emily T. Martin, Stacey House, Elie A. Saade, Richard K. Zimmerman, Manjusha Gaglani, Karen J. Wernli, Emmanuel B. Walter, Marian G. Michaels, Mary A. Staat, Geoffrey A. Weinberg, Rangaraj Selvarangan, Julie A. Boom, Eileen J. Klein, Natasha B. Halasa, Adit A. Ginde, Kevin W. Gibbs, Yuwei Zhu, Wesley H. Self, Sara Y. Tartof, Nicola P. Klein, Kristin Dascomb, Malini B. Desilva, Zachary A. Weber, Duck-Hye Yang, Sarah W. Ball, Diya Surie, Jennifer Decuir, Fatimah S. Dawood, Heidi L. Moline, Ariana P. Toepfer, Benjamin R. Clopper, Ruth Link-Gelles, Amanda B. Payne, Jessie R. Chung, Brendan Flannery, Nathaniel M. Lewis, Samantha M. Olson, Katherine Adams, Mark W. Tenforde, Shikha Garg, Lisa A. Grohskopf, Carrie Reed, Sascha Ellington, Cdc Influenza Vaccine Effectiveness Collaborators Feb 2024

Interim Estimates Of 2023-24 Seasonal Influenza Vaccine Effectiveness - United States., Aaron M. Frutos, Ashley M. Price, Elizabeth Harker, Emily L. Reeves, Haris M. Ahmad, Vel Murugan, Emily T. Martin, Stacey House, Elie A. Saade, Richard K. Zimmerman, Manjusha Gaglani, Karen J. Wernli, Emmanuel B. Walter, Marian G. Michaels, Mary A. Staat, Geoffrey A. Weinberg, Rangaraj Selvarangan, Julie A. Boom, Eileen J. Klein, Natasha B. Halasa, Adit A. Ginde, Kevin W. Gibbs, Yuwei Zhu, Wesley H. Self, Sara Y. Tartof, Nicola P. Klein, Kristin Dascomb, Malini B. Desilva, Zachary A. Weber, Duck-Hye Yang, Sarah W. Ball, Diya Surie, Jennifer Decuir, Fatimah S. Dawood, Heidi L. Moline, Ariana P. Toepfer, Benjamin R. Clopper, Ruth Link-Gelles, Amanda B. Payne, Jessie R. Chung, Brendan Flannery, Nathaniel M. Lewis, Samantha M. Olson, Katherine Adams, Mark W. Tenforde, Shikha Garg, Lisa A. Grohskopf, Carrie Reed, Sascha Ellington, Cdc Influenza Vaccine Effectiveness Collaborators

Manuscripts, Articles, Book Chapters and Other Papers

In the United States, annual influenza vaccination is recommended for all persons aged ≥6 months. Using data from four vaccine effectiveness (VE) networks during the 2023-24 influenza season, interim influenza VE was estimated among patients aged ≥6 months with acute respiratory illness-associated medical encounters using a test-negative case-control study design. Among children and adolescents aged 6 months-17 years, VE against influenza-associated outpatient visits ranged from 59% to 67% and against influenza-associated hospitalization ranged from 52% to 61%. Among adults aged ≥18 years, VE against influenza-associated outpatient visits ranged from 33% to 49% and against hospitalization from 41% to 44%. VE …


Appropriateness Of Antibiotic Prescribing Varies By Clinical Services At United States Children's Hospitals., Devin T. Diggs, Alison C. Tribble, Rebecca G. Same, Jason G. Newland, Brian R. Lee, Sharing Antimicrobial Reports For Pediatric Stewardship (Sharps) Collaborative Nov 2023

Appropriateness Of Antibiotic Prescribing Varies By Clinical Services At United States Children's Hospitals., Devin T. Diggs, Alison C. Tribble, Rebecca G. Same, Jason G. Newland, Brian R. Lee, Sharing Antimicrobial Reports For Pediatric Stewardship (Sharps) Collaborative

Manuscripts, Articles, Book Chapters and Other Papers

OBJECTIVE: To describe patterns of inappropriate antibiotic prescribing at US children's hospitals and how these patterns vary by clinical service.

DESIGN: Serial, cross-sectional study using quarterly surveys.

SETTING: Surveys were completed in quarter 1 2019-quarter 3 2020 across 28 children's hospitals in the United States.

PARTICIPANTS: Patients at children's hospitals with ≥1 antibiotic order at 8:00 a.m. on institution-selected quarterly survey days.

METHODS: Antimicrobial stewardship physicians and pharmacists collected data on antibiotic orders and evaluated appropriateness of prescribing. The primary outcome was percentage of inappropriate antibiotics, stratified by clinical service and antibiotic class. Secondary outcomes included reasons for inappropriate use …


Implementing Text-Messaging To Support And Enhance Delivery Of Health Behavior Change Interventions In Low- To Middle-Income Countries: Case Study Of The Lifestyle Africa Intervention., Frank T. Materia, Joshua M. Smyth, Thandi Puoane, Lungiswa Tsolekile, Kathy Goggin, Stephen R. Kodish, Andrew T. Fox, Ken Resnicow, Scott Werntz, Delwyn Catley Aug 2023

Implementing Text-Messaging To Support And Enhance Delivery Of Health Behavior Change Interventions In Low- To Middle-Income Countries: Case Study Of The Lifestyle Africa Intervention., Frank T. Materia, Joshua M. Smyth, Thandi Puoane, Lungiswa Tsolekile, Kathy Goggin, Stephen R. Kodish, Andrew T. Fox, Ken Resnicow, Scott Werntz, Delwyn Catley

Manuscripts, Articles, Book Chapters and Other Papers

The prevalence of non-communicable diseases, such as diabetes and cardiovascular disease, is rising in low- and middle-income countries (LMICs). Health behavior change (HBC) interventions such as the widely used Diabetes Prevention Program (DPP) are effective at reducing chronic disease risk, but have not been adapted for LMICs. Leveraging mobile health (mHealth) technology such as text messaging (SMS) to enhance reach and participant engagement with these interventions has great promise, yet we lack evidence-informed approaches to guide the integration of SMS specifically to support HBC interventions in LMIC contexts. To address this gap, we integrated guidance from the mHealth literature with …


Strengthening Tobacco 21 Implementation And Enforcement To Reduce Tobacco-Related Health Disparities: A Stakeholder Engagement Project., Summer Woolsey, Athena K. Ramos, Kaeli Samson, Delwyn Catley, Keyonna M. King, Rob Crane, Hongying Daisy Dai Jun 2023

Strengthening Tobacco 21 Implementation And Enforcement To Reduce Tobacco-Related Health Disparities: A Stakeholder Engagement Project., Summer Woolsey, Athena K. Ramos, Kaeli Samson, Delwyn Catley, Keyonna M. King, Rob Crane, Hongying Daisy Dai

Manuscripts, Articles, Book Chapters and Other Papers

INTRODUCTION: As a part of a priority-setting stakeholder engagement project to strengthen the impact of the federal Tobacco 21 (T21) law, we conducted a qualitative study to solicit input from a nationwide sample of tobacco control stakeholders regarding the implementation, enforcement, and equity implications of the T21 law.

METHODS: Following the T21 policy evaluation guidance developed by the Centers for Disease Control (CDC), we identified T21 experts in four domains: policy, evaluation, subject matter, and implementation from a national search of stakeholders (invitations, n=1279) to account for geographical variation. This study presents results from five focus groups conducted in December …


Congenital Malformations And Preeclampsia Associated With Integrase Inhibitor Use In Pregnancy: A Single-Center Analysis., Christiana Smith, Angela J. Fought, Joyce F. Sung, Jennifer R. Mckinney, Torri D. Metz, Kirk B. Fetters, Sarah Lazarus, Shannon Capraro, Emily Barr, Carrie Glenny, Jenna Buehler, Adriana Weinberg, Chip Perinatal Medical Team Jun 2023

Congenital Malformations And Preeclampsia Associated With Integrase Inhibitor Use In Pregnancy: A Single-Center Analysis., Christiana Smith, Angela J. Fought, Joyce F. Sung, Jennifer R. Mckinney, Torri D. Metz, Kirk B. Fetters, Sarah Lazarus, Shannon Capraro, Emily Barr, Carrie Glenny, Jenna Buehler, Adriana Weinberg, Chip Perinatal Medical Team

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Antiretroviral therapy (ART) decreases perinatal HIV transmission, but concerns exist regarding maternal and infant safety. We compared the incidence of congenital malformations and other adverse outcomes in pregnancies exposed to integrase inhibitor (INSTI) versus non-INSTI ART.

SETTING: Single-site review of all pregnancies among women living with HIV between 2008 and 2018.

METHODS: We used binomial family generalized estimating equations to model the relationship of congenital anomalies and pregnancy outcomes with exposure to INSTI or dolutegravir (DTG) versus non-INSTI ART.

RESULTS: Among 257 pregnancies, 77 women received ≥1 INSTI (54 DTG, 14 elvitegravir, 15 raltegravir), 167 received non-INSTI, and 3 …


Recruitment And Reach In A School-Based Pediatric Obesity Intervention Trial In Rural Areas., Bethany Forseth, Brittany Lancaster, Megan Olalde, Christie A. Befort, Rebecca E. Swinburne Romine, Meredith Dreyer, Kelsey Dean, Eve-Lynn Nelson, Ann M. Davis Jun 2023

Recruitment And Reach In A School-Based Pediatric Obesity Intervention Trial In Rural Areas., Bethany Forseth, Brittany Lancaster, Megan Olalde, Christie A. Befort, Rebecca E. Swinburne Romine, Meredith Dreyer, Kelsey Dean, Eve-Lynn Nelson, Ann M. Davis

Manuscripts, Articles, Book Chapters and Other Papers

INTRODUCTION: The purpose of this study is to evaluate two recruitment strategies on schools and participant participation rates and representativeness (reach) within a pediatric obesity treatment trial tailored for families who live in rural areas.

METHODS: Recruitment of schools was evaluated based on their progress toward enrolling participants. Recruitment and reach of participants were evaluated using (1) participation rates and (2) representativeness of demographics and weight status of participants compared to eligible participants (who did not consent and enroll) and all students (regardless of eligibility). School recruitment, as well as participant recruitment and reach, were evaluated across recruitment methods comparing …


Rural And Urban Caregiver Experiences Of Financial Strain And Food Insecurity During Pediatric Hospitalizations, Rachel E. Granberg May 2023

Rural And Urban Caregiver Experiences Of Financial Strain And Food Insecurity During Pediatric Hospitalizations, Rachel E. Granberg

Research Days

Background: Stress is common among caregivers of hospitalized children. In addition to stress related to their child’s illness, caregivers experience stress related to financial strain and food insecurity during their child’s hospitalization. The burden of financial strain and food insecurity related to pediatric hospitalizations may vary between rural and urban populations.

Objectives/Goal: To identify financial strain and food insecurity experienced by caregivers of hospitalized children and to describe differences between rural and urban populations.

Methods/Design: A prospective cross-sectional survey enrolled a random sample of caregivers of hospitalized children between 8/31/2021 and 12/2/2022 at a single children’s hospital. Demographic information was …


Understanding Home Visitor Attendance At Well Child Checks: A Mixed Methods Study, Rachel Segal, Sommer Rose, Marcia Dutcher, Tyler Myroniuk, Mary Moffatt, James Anderst May 2023

Understanding Home Visitor Attendance At Well Child Checks: A Mixed Methods Study, Rachel Segal, Sommer Rose, Marcia Dutcher, Tyler Myroniuk, Mary Moffatt, James Anderst

Research Days

Background: Early childhood home visiting programs have variable outcomes on child health across models and studies. Given this variability, novel approaches are needed to foster consistent positive outcomes. One approach is attendance of a home visitor (HV) at medical provider well child checks (WCCs) to provide a stronger link between home visiting and the medical home. This process may be assessed in an exploratory study evaluating the qualitative perceptions and initial quantitative effects of the intervention.

Objectives/Goal: Qualitatively explore perspectives of HVs attending WCCs and quantitatively evaluate effects of the practice on (1) family compliance with American Academy of Pediatrics …


Electronic Monitoring Of Mom's Schedule (Emomstm): Recruitment Of Pregnant Populations With Elevated Bmi In A Feasibility Randomized Controlled Trial, Lisette T. Jacobson, Michael Wolfe, Rosey Zackula, Hayrettin Okut, Faith E. Hampton, David A. Grainger, Adrianne K. Griebel-Thompson, Kai Ling Kong, Christie Befort May 2023

Electronic Monitoring Of Mom's Schedule (Emomstm): Recruitment Of Pregnant Populations With Elevated Bmi In A Feasibility Randomized Controlled Trial, Lisette T. Jacobson, Michael Wolfe, Rosey Zackula, Hayrettin Okut, Faith E. Hampton, David A. Grainger, Adrianne K. Griebel-Thompson, Kai Ling Kong, Christie Befort

Manuscripts, Articles, Book Chapters and Other Papers

Underrepresentation of pregnant populations in randomized controlled trials of lifestyle change interventions is concerning due to high attrition and providers' limited clinical time. The purpose of this evaluative study was to assess intervention uptake of pregnant individuals enrolled in a three-arm feasibility randomized controlled trial, electronic Monitoring Of Mom's Schedule (eMOMSTM), examining lifestyle changes and lactation support alone, and in combination. Measures included: (1) participation and completion rates, and characteristics of intervention completers versus other eligible participants; and (2) provider experiences with screening and enrolling pregnant participants. Pregnant people with a pre-pregnancy body mass index ≥ 25 and < 35 kg/m2 were enrolled into the eMOMSTM trial between September 2019 - December 2020. Of the 44 consented participants, 35 were randomized, at a participation rate of 35%, and 26 completed the intervention, resulting in a completion rate of 74%. Intervention completers were slightly older and entered the study earlier in pregnancy compared to non-completers. Completers were more likely to be first-time mothers, resided in urban areas, had higher educational attainment, and were slightly more racially and ethnically diverse. A majority of providers reported willingness to participate, believed the study aligned with their organization's mission, and were satisfied with using iPads for screening. Lessons learned to guide recruitment success include use of: (1) designated research staff in combination with physician support; and (2) user-friendly technology to help mitigate time burden on physicians and their staff. Future work should focus on successful strategies to recruit/retain pregnant populations in clinical trials.


Sexual Behaviors, Contraception Use And Barriers Among Adolescents And Young Adults In Rural Haiti., Abbey R. Masonbrink, Emily A. Hurley, Nikolaus Schuetz, Jonathan Rodean, Emily Rupe, Kemi Lewis, Marie Daphnée Boncoeur, Melissa K. Miller Mar 2023

Sexual Behaviors, Contraception Use And Barriers Among Adolescents And Young Adults In Rural Haiti., Abbey R. Masonbrink, Emily A. Hurley, Nikolaus Schuetz, Jonathan Rodean, Emily Rupe, Kemi Lewis, Marie Daphnée Boncoeur, Melissa K. Miller

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Adolescents and young adults (AYAs) in Haiti experience a high unintended pregnancy rate, in part due to unmet contraception needs. Little is known about AYA opinions of and experiences with contraception that may explain remaining gaps in coverage. We aimed to describe barriers and facilitators to contraception use among AYAs in Haiti.

METHODS: We conducted a cross-sectional survey and semi-structured qualitative interviews with a convenience sample of AYA females aged 14-24 in two rural communities in Haiti. The survey and semi-structured interviews assessed demographics, sexual health and pregnancy prevention behaviors and explored contraception opinions and experiences according to Theory …


Associations Of Maternal Lipoprotein Particle Distribution In Mid-Pregnancy With Birth Outcomes: A Pilot Study., Todd C. Rideout, Xiaozhong Wen, Divya Choudhary, Marissa Catanzaro, Richard W. Browne, Vanessa M. Barnabei, Kai Ling Kong Jun 2022

Associations Of Maternal Lipoprotein Particle Distribution In Mid-Pregnancy With Birth Outcomes: A Pilot Study., Todd C. Rideout, Xiaozhong Wen, Divya Choudhary, Marissa Catanzaro, Richard W. Browne, Vanessa M. Barnabei, Kai Ling Kong

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: An excessive rise in maternal lipids during pregnancy may have detrimental impacts on maternal and fetal health leading to adverse pregnancy outcomes. However, knowledge gaps exist with respect to the association between lipid biomarkers and birth outcomes.

METHODS: We conducted a secondary data analysis of healthy pregnant women (N = 25) with mid-pregnancy fasting serum samples collected at 22-28 weeks of gestation and birth outcome data. Serum was analyzed for conventional lipid profile (total-C, HDL-C, LDL-C, and triglycerides) and lipoprotein subclass distribution, including particle number (nM) and size (nm), for very low-density lipoprotein (VLDL)/chylomicron (CM), low density lipoprotein (LDL), …


Spending On Public Benefit Programs And Exposure To Adverse Childhood Experiences, Megan Collins May 2022

Spending On Public Benefit Programs And Exposure To Adverse Childhood Experiences, Megan Collins

Research Days

Watch recording of live presentation.

Background: Adverse childhood experiences (ACEs) have been shown to be associated with poor health outcomes, and children living in poverty are more likely to experience ACEs. Our objective was to estimate the association between spending on benefit programs and cumulative exposure to ACEs among children.

Methods: This cross-sectional study examined state and federal spending, at the state-level, on 5 categories of public benefit programs: cash, housing, and in-kind assistance; housing infrastructure; childcare assistance; refundable Earned Income Tax Credit; and Medical Assistance Programs (e.g., Medicaid). The primary exposure was median annual spending per person living below …


Initiating Coordination Of Care For Children In State Custody Or Shelter Care, Angela Doswell May 2022

Initiating Coordination Of Care For Children In State Custody Or Shelter Care, Angela Doswell

Research Days

Problem Statement/Question: Children in the foster care system experience barriers to continuity of care, both in the primary and subspecialty outpatient settings.

Background/Project Intent (Aim Statement): To decrease average percentage of scheduled but missed specialty appointments whose initial referrals were placed in the Foundations Foster Care Clinic (FCC) from 40% to 20% over a 10- month period from March-December 2020.

Methods (include PDSA cycles): Referrals to specialty clinics were placed during an initial or follow-up visit in the Foundations Foster Care Clinic (FCC). One PDSA cycle was performed and involved notification of the patient’s case worker when a referral was …


Clinical Influenza Testing Practices In Hospitalized Children At United States Medical Centers, 2015-2018., Mark W. Tenforde, Angela P. Campbell, Marian G. Michaels, Christopher J. Harrison, Eileen J. Klein, Janet A. Englund, Rangaraj Selvarangan, Natasha B. Halasa, Laura S. Stewart, Geoffrey A. Weinberg, John V. Williams, Peter G. Szilagyi, Mary A. Staat, Julie A. Boom, Leila C. Sahni, Monica N. Singer, Parvin H. Azimi, Richard K. Zimmerman, Monica M. Mcneal, H Keipp Talbot, Arnold S. Monto, Emily T. Martin, Manjusha Gaglani, Fernanda P. Silveira, Donald B. Middleton, Jill M. Ferdinands, Melissa A. Rolfes Jan 2022

Clinical Influenza Testing Practices In Hospitalized Children At United States Medical Centers, 2015-2018., Mark W. Tenforde, Angela P. Campbell, Marian G. Michaels, Christopher J. Harrison, Eileen J. Klein, Janet A. Englund, Rangaraj Selvarangan, Natasha B. Halasa, Laura S. Stewart, Geoffrey A. Weinberg, John V. Williams, Peter G. Szilagyi, Mary A. Staat, Julie A. Boom, Leila C. Sahni, Monica N. Singer, Parvin H. Azimi, Richard K. Zimmerman, Monica M. Mcneal, H Keipp Talbot, Arnold S. Monto, Emily T. Martin, Manjusha Gaglani, Fernanda P. Silveira, Donald B. Middleton, Jill M. Ferdinands, Melissa A. Rolfes

Manuscripts, Articles, Book Chapters and Other Papers

At nine US hospitals that enrolled children hospitalized with acute respiratory illness (ARI) during 2015-2016 through 2017-2018 influenza seasons, 50% of children with ARI received clinician-initiated testing for influenza and 35% of cases went undiagnosed due to lack of clinician-initiated testing. Marked heterogeneity in testing practice was observed across sites.


Demographic Characteristics Among Members Of Patient Family Advisory Councils At A Pediatric Health System., Amanda Montalbano, Sheryl Chadwick, Deejo Miller, Kathryn Taff, Evelyn Donis De Miranda, Kimberly Pina, Andrea Bradley-Ewing Nov 2021

Demographic Characteristics Among Members Of Patient Family Advisory Councils At A Pediatric Health System., Amanda Montalbano, Sheryl Chadwick, Deejo Miller, Kathryn Taff, Evelyn Donis De Miranda, Kimberly Pina, Andrea Bradley-Ewing

Manuscripts, Articles, Book Chapters and Other Papers

Patient Family Advisory Councils (PFACs) are groups of patients, families, and clinical health system leaders collaborating to improve the quality, safety, and experience of care. Best practices encourage PFAC membership to reflect the diversity of the communities served. A cross-sectional survey was conducted from September 2019 to January 2020 collecting demographic characteristics of the members of a pediatric health system's 17 PFACs. Of the 93 respondents (71.5%), notable inequities were racial (4.8% adult PFAC members vs. 17.4% patients were Black) and financial (adult PFAC median annual income was >$100,000 compared to the community median $77,589). The governing family advisory board …


The Cnn Hip Accelerometer Posture (Chap) Method For Classifying Sitting Patterns From Hip Accelerometers: A Validation Study., Mikael Anne Greenwood-Hickman, Supun Nakandala, Marta M. Jankowska, Dori E Rosenberg, Fatima Tuz-Zahra, John Bellettiere, Jordan A. Carlson, Paul R. Hibbing, Jingjing Zou, Andrea Z. Lacroix, Arun Kumar, Loki Natarajan Nov 2021

The Cnn Hip Accelerometer Posture (Chap) Method For Classifying Sitting Patterns From Hip Accelerometers: A Validation Study., Mikael Anne Greenwood-Hickman, Supun Nakandala, Marta M. Jankowska, Dori E Rosenberg, Fatima Tuz-Zahra, John Bellettiere, Jordan A. Carlson, Paul R. Hibbing, Jingjing Zou, Andrea Z. Lacroix, Arun Kumar, Loki Natarajan

Manuscripts, Articles, Book Chapters and Other Papers

INTRODUCTION: Sitting patterns predict several healthy aging outcomes. These patterns can potentially be measured using hip-worn accelerometers, but current methods are limited by an inability to detect postural transitions. To overcome these limitations, we developed the Convolutional Neural Network Hip Accelerometer Posture (CHAP) classification method.

METHODS: CHAP was developed on 709 older adults who wore an ActiGraph GT3X+ accelerometer on the hip, with ground-truth sit/stand labels derived from concurrently worn thigh-worn activPAL inclinometers for up to 7 d. The CHAP method was compared with traditional cut-point methods of sitting pattern classification as well as a previous machine-learned algorithm (two-level behavior …


A Proposal For Developing Academic Partnerships Between American Clinical Institutions And Ngos, Anik Patel, Nahreen Ahmed, Alfredo Mena Lora, Riley Jones Oct 2021

A Proposal For Developing Academic Partnerships Between American Clinical Institutions And Ngos, Anik Patel, Nahreen Ahmed, Alfredo Mena Lora, Riley Jones

Posters

"Humanitarian and health-focused non-governmental organizations, such as MedGlobal, and American clinical institutions can mutually benefit from the formation of academic partnerships. MedGlobal has a longitudinal presence in ongoing humanitarian disasters that can provide rich clinical experiences for academic institutions looking to provide more diverse and equity-driven training for its residents and fellows. American institutions can provide resources, personnel with special skills and knowledge, as well as research assistance to MedGlobal and its partner sites as it continues to promote evidence-based clinical care for refugees. We propose an innovative model that addresses 3 areas of opportunities: education, research/QI, and clinical care. …


Momhealth: A Feasibility Study Of A Multibehavioral Health Intervention For Pregnant And Parenting Adolescent Mothers., Karen A. Wambach, Ann M. Davis, Eve Lynn Nelson, Kelli Snow, Annie Yungmeyer, Rachel Muzzy, Karman Romero, Megan Murray Jul 2021

Momhealth: A Feasibility Study Of A Multibehavioral Health Intervention For Pregnant And Parenting Adolescent Mothers., Karen A. Wambach, Ann M. Davis, Eve Lynn Nelson, Kelli Snow, Annie Yungmeyer, Rachel Muzzy, Karman Romero, Megan Murray

Manuscripts, Articles, Book Chapters and Other Papers

Introduction: In 2016, 209,809 babies were born to mothers 15 - 19 years of age, for a live birth rate of 20.3 per 1,000 in this age group. Many health issues surround adolescent mothers and their infants, many of which can be addressed through behavioral change. The main purpose of this study was to examine the feasibility, acceptability, usability, and relevance of momHealth, an innovative multiple health behavior change (MHBC) education and support mHealth intervention, focused on breastfeeding, healthy eating and active living, and depression prevention among pregnant and parenting adolescents. We also evaluated the proposed online surveys and physical …


A Novel Approach To Explore Safety-I And Safety-Ii Perspectives In In Situ Simulations-The Structured What If Functional Resonance Analysis Methodology., Ralph James Mackinnon, Karin Pukk-Härenstam, Christopher S. Kennedy, Erik Hollnagel, David Slater Jun 2021

A Novel Approach To Explore Safety-I And Safety-Ii Perspectives In In Situ Simulations-The Structured What If Functional Resonance Analysis Methodology., Ralph James Mackinnon, Karin Pukk-Härenstam, Christopher S. Kennedy, Erik Hollnagel, David Slater

Manuscripts, Articles, Book Chapters and Other Papers

OBJECTIVES: With ever increasingly complex healthcare settings, technology enhanced simulation (TES) is well positioned to explore all perspectives to enhance patient safety and patient outcomes. Analysis from a Safety-II stance requires identification of human adjustments in daily work that are key to maintaining safety. The aim of this paper is to describe an approach to explore the consequences of human variability from a Safety-II perspective and describe the added value of this to TES.

METHODS: The reader is guided through a novel application of functional resonance analysis methodology (FRAM), a method to analyse how a system or activity is affected …


Use Of Artificial Intelligence To Identify Predictors Of Functional Outcomes In Patients With Facioscapulohumeral Muscular Dystrophy, Natalie K. Katz May 2021

Use Of Artificial Intelligence To Identify Predictors Of Functional Outcomes In Patients With Facioscapulohumeral Muscular Dystrophy, Natalie K. Katz

Research Days

Background: Facioscapulohumeral muscular dystrophy (FSHD) is one of the most common forms of muscular dystrophy characterized by slowly progressive muscle weakness. Symptoms initially involve the facial and shoulder girdle muscles, with later involvement of the distal lower extremities, pelvic girdle and proximal lower extremities. FSHD type 1 (FHSD1) is the most common form (~95% of individuals) and is caused by deletion of microsatellite repeats in the D4Z4 region on chromosome 4 (4q35). Normal individuals have >10 repeats whereas individuals with FSHD1 have 1-10 repeats. There is significant variability in regards to disease severity, rates of progression and functional outcomes, but …


Physician Advocacy: Defining And Implementing Into Practice, Laura Kantor May 2021

Physician Advocacy: Defining And Implementing Into Practice, Laura Kantor

Research Days

Background: Physicians are perceived by society to have a duty to both improve the health of their individual patients and the wellbeing of society as a whole. The perceived social and professional obligation of physicians to engage in advocacy work is often implied yet illdefined with little formal training or official supports. Many physicians feel their training and practice environment do not support increased engagement in advocacy. In order to promote the idea that advocacy is an integral aspect of modern practice, it is necessary to further characterize its definition and scope.

Objectives/Goal: We aim to gain insight into the …


Reducing Alarm Burden By Promoting Judicious Ordering Of Continuous Pulse Oximetry, Kathleen Berg, David Johnson, Ginny Nyberg, Andrew Ausmus, Christine Claeys, Emily Wilkinson, Nicholas Clark May 2021

Reducing Alarm Burden By Promoting Judicious Ordering Of Continuous Pulse Oximetry, Kathleen Berg, David Johnson, Ginny Nyberg, Andrew Ausmus, Christine Claeys, Emily Wilkinson, Nicholas Clark

Presentations

Background: Overutilization of continuous pulse oximetry (CPO) contributes to overdiagnosis and prolonged supplemental oxygen utilization. It may also negatively impact patient sleep, mobility, length of stay (LOS), and cost. Response times to actionable alarms increase with the number of non-actionable alarms. Our baseline data revealed an average of 29.6 pulse oximetry monitor alarms sounded for each admitted patient each day of their hospitalization. Most notably, 38.7% of pulse oximetry alarms were for ≥88% which is generally considered non-actionable.

Objective: We aimed to decrease both total pulse oximetry alarms per patient day and alarms for ≥88% per patient day by 20%, …


Assessing The Effects Of Social Determinants On Serious Safety Events, Lisa L. Schroeder, Jessi Van Roekel, John Cowden May 2021

Assessing The Effects Of Social Determinants On Serious Safety Events, Lisa L. Schroeder, Jessi Van Roekel, John Cowden

Posters

Background: We have long known that various social determinants of health (SDH) such as race, gender, socioeconomic status and others can affect health outcomes, such as readmission rates and mortality. To our knowledge, the impact of SDH on safety events has not been studied.


Objective: We sought to understand the role that social determinants may play in contributing to safety events at our institution and to incorporate this information into the creation of corrective action items following the serious safety event.


Design/Methods: The Clinical Safety team partnered with the Office of Equity and Diversity to develop a standard question regarding …


Adolescent Access To Firearms-This Is Definitely Our Lane., Shayla Sullivant, M Denise Dowd Mar 2021

Adolescent Access To Firearms-This Is Definitely Our Lane., Shayla Sullivant, M Denise Dowd

Manuscripts, Articles, Book Chapters and Other Papers

No abstract provided.


Reproductive Intentions And Corresponding Use Of Safer Conception Methods And Contraception Among Ugandan Hiv Clients In Serodiscordant Relationships., Glenn J. Wagner, Deborah Mindry, Emily A. Hurley, Jolly Beyeza-Kashesya, Violet Gwokyalya, Sarah Finocchario-Kessler, Rhoda K. Wanyenze, Mastula Nanfuka, Mahlet G. Tebeka, Kathy Goggin Jan 2021

Reproductive Intentions And Corresponding Use Of Safer Conception Methods And Contraception Among Ugandan Hiv Clients In Serodiscordant Relationships., Glenn J. Wagner, Deborah Mindry, Emily A. Hurley, Jolly Beyeza-Kashesya, Violet Gwokyalya, Sarah Finocchario-Kessler, Rhoda K. Wanyenze, Mastula Nanfuka, Mahlet G. Tebeka, Kathy Goggin

Manuscripts, Articles, Book Chapters and Other Papers

CONTEXT: Among people living with HIV in Uganda, desires to have a child and unplanned pregnancies are both common, while utilization of safer conception methods (SCM) and modern contraceptives are low.

METHODS: Three hundred eighty-nine HIV clients who reported considering childbearing with their uninfected partner enrolled in a safer conception counseling intervention trial in Uganda. Multiple regression analysis and baseline data were used to examine correlates of reproductive intentions and behaviors, including use of safer conception methods and contraception.

RESULTS: Most (n = 313; 80.5%) reported that both they and their partner wanted to have a child now, which was …


Frontiers In Human Factors: Embedding Specialists In Multi-Disciplinary Efforts To Improve Healthcare., Ken Catchpole, Paul Bowie, Sarah Fouquet, Joy Rivera, Sue Hignett Jan 2021

Frontiers In Human Factors: Embedding Specialists In Multi-Disciplinary Efforts To Improve Healthcare., Ken Catchpole, Paul Bowie, Sarah Fouquet, Joy Rivera, Sue Hignett

Manuscripts, Articles, Book Chapters and Other Papers

Despite the application of a huge range of human factors (HF) principles in a growing range of care contexts, there is much more that could be done to realize this expertise for patient benefit, staff well-being and organizational performance. Healthcare has struggled to embrace system safety approaches, misapplied or misinterpreted others, and has stuck to a range of outdated and potentially counter-productive myths even has safety science has developed. One consequence of these persistent misunderstandings is that few opportunities exist in clinical settings for qualified HF professionals. Instead, HF has been applied by clinicians and others, to highly variable degrees-sometimes …


Effect Of Intrauterine Smoke Exposure On Microrna-15a Expression In Human Lung Development And Subsequent Asthma Risk., Sunita Sharma, Alvin T. Kho, Divya Chhabra, Kathleen Haley, Carrie A. Vyhlidal, R Gaedigk, J Steven Leeder, Kelan G. Tantisira, Benjamin Raby, Scott T. Weiss Dec 2020

Effect Of Intrauterine Smoke Exposure On Microrna-15a Expression In Human Lung Development And Subsequent Asthma Risk., Sunita Sharma, Alvin T. Kho, Divya Chhabra, Kathleen Haley, Carrie A. Vyhlidal, R Gaedigk, J Steven Leeder, Kelan G. Tantisira, Benjamin Raby, Scott T. Weiss

Manuscripts, Articles, Book Chapters and Other Papers

Background: In utero smoke (IUS) exposure is associated with asthma susceptibility.

Objective: We sought to test the hypothesis that changes in miRNA expression by IUS exposure during human lung development is associated with asthma susceptibility.

Methods: Gene expression was profiled from 53 IUS unexposed and 51 IUS exposed human fetal lung tissues. We tested for the differential expression of miRNAs across post-conception age and by IUS using linear models with covariate adjustment. We tested the IUS-associated miRNAs for association with their gene expression targets using pair-wise inverse correlation. Using our mouse model, we investigated the persistence of the IUS-associated miRNA …


Walking School Bus Programs: Implementation Factors, Implementation Outcomes, And Student Outcomes, 2017-2018., Jordan A. Carlson, Chelsea Steel, Carolina M. Bejarano, Marshall T. Beauchamp, Ann M. Davis, James F. Sallis, Jon Kerner, Ross Brownson, Sara Zimmerman Oct 2020

Walking School Bus Programs: Implementation Factors, Implementation Outcomes, And Student Outcomes, 2017-2018., Jordan A. Carlson, Chelsea Steel, Carolina M. Bejarano, Marshall T. Beauchamp, Ann M. Davis, James F. Sallis, Jon Kerner, Ross Brownson, Sara Zimmerman

Manuscripts, Articles, Book Chapters and Other Papers

PURPOSE AND OBJECTIVES: Walking school bus programs increase children's physical activity through active travel to school; however, research to inform large-scale implementation of such programs is limited. We investigated contextual factors, implementation outcomes, and student outcomes in existing walking school bus programs in the United States and internationally.

INTERVENTION APPROACH: Walking school bus programs involve a group of children walking to school together with an adult leader. On the trip to school, these adults provide social support, address potential traffic and interpersonal safety, and serve as role models to the children while children increase their physical activity levels.

EVALUATION METHODS: …


An Evaluation Of The Coverage Of Theoretically Based Implementation Factors In Disseminated Classroom Physical Activity Programs., Hannah G. Calvert, Hannah G. Lane, Carolina M. Bejarano, Kelli Snow, Kate Hoppe, Nicole Alfonsin, Lindsey Turner, Jordan A. Carlson Oct 2020

An Evaluation Of The Coverage Of Theoretically Based Implementation Factors In Disseminated Classroom Physical Activity Programs., Hannah G. Calvert, Hannah G. Lane, Carolina M. Bejarano, Kelli Snow, Kate Hoppe, Nicole Alfonsin, Lindsey Turner, Jordan A. Carlson

Manuscripts, Articles, Book Chapters and Other Papers

Classroom-based physical activity (CBPA) is increasingly recommended as a method to support children's physical activity, health, and academic performance. Many adoption-ready programs exist to aid in the implementation of CBPA in schools; yet, implementation rates remain low. The purpose of this study was to evaluate the extent to which resources provided by adoption-ready CBPA programs addressed theory-based implementation contextual factors to support implementation. Existing CBPA programs (N = 37) were identified through Internet searches and all materials (e.g., implementation guides) provided by each program were coded for their inclusion of 51 implementation factors based on the Consolidated Framework for Implementation …