Health Services Research Commons^™

Health Insurance Co-Ops: Product Availability And Premiums In Rural Counties, Erika C. Ziller Phd, Zachariah T. Croll Ba, Andrew F. Coburn Phd

Access / Insurance

Created by the Affordable Care Act (ACA), Consumer Operated and Oriented Plans (CO-OPs) are private, non-profit health insurers that were designed to increase insurance plan choice and lower premiums in the Health Insurance Marketplaces. Early analyses of the ACA suggested that CO-OPs may be particularly beneficial for rural communities, where fewer individual and small group health insurance options have traditionally been available.

This Research and Policy Brief, authored by research staff at the Maine Rural Health Research Center, explores the early availability and role of CO-OPs in rural and urban counties. We describe the regional distribution and market prevalence of …

A Test Of The Behavioral Model Of Health Services Use On Non-Emergent Emergency Department Use, Moira Crosby Mcmanus

Health Services Research Dissertations

Even though emergency departments (EDs) were created to treat trauma and emergent cases, there has been an increase in emergency department (ED) utilization for non-emergent reasons over the past half of a century. As non-emergent utilization grows as a result of the ED becoming a prevalent substitute for primary care, overcrowding of the ED and increased wait times will continue. Additionally, unnecessary cost to both the ED and the patient will be incurred. Previous research has examined and determined various reasons and risk factors driving non-emergent ED use, among them the influence of living location and the number of non-emergent …

School Policy, Food And Physical Activity Environment, And Childhood Obesity, Ruicui Liu

Health Services Research Dissertations

The purpose of this study is to examine the effect of school food and physical activity environments on energy balance-related behaviors and Body Mass Index (BMI) and to simulate the effect of school-based nutrition and physical activity policies on childhood obesity prevention. Four models based on the Social Ecological Framework of childhood obesity were developed. Parameters of these models were calibrated and validated with empirical data derived from the Early Childhood Longitudinal Study – Kindergarten Class of 1998-99 and the 2003-2004 National Health and Nutrition Examination Study. The correlation between observed and simulated BMI was 0.85 for 5th grade children …

The Effects Of Job Characteristics On Home Care Workers’ Well-Being And Job Performance: Understanding The Psychosocial Effects Of Relational Care, Emily C. Franzosa

Dissertations, Theses, and Capstone Projects

Home care workers are the lowest-paid and most precarious segment of the health care industry. Although these workers provide critical, non-medical support that allows elderly and disabled individuals to remain in their homes, the workforce is highly unstable, due to low wages, a lack of supportive benefits like health coverage, paid leave and retirement support, poor working conditions and a physically and emotionally demanding workload. But a lack of consensus around the nature and value of home care has made “quality”, in terms of both jobs and care provision, difficult to define, measure or improve. While home care is a …

Pharmacy Use By Dual-Eligible Non-Elderly Veterans With Private Healthcare Insurance, Brian C. Lund, Mary E. Charlton, Alan N. West

Dartmouth Scholarship

The Veterans Health Administration (VHA) is the largest nationally integrated healthcare system in the United States, operating 168 medical centers and more than 1000 community based outpatient clinics. However, many veterans seek care outside the VHA system, particularly when they are also covered by state or federal programs such as Medicare or Medicaid, or have access to private health insurance, often through employment. Concerted efforts have been made to facilitate communication and coordinate care between VHA and private sector healthcare, but concurrent use of these systems adds to an already fragmented U.S health care system.

Dying Among Older Adults In Switzerland: Who Dies In Hospital, Who Dies In A Nursing Home?, Xhyljeta Luta, Radoslaw Panczak, Maud Maessen, Matthias Egger, David Goodman

Dartmouth Scholarship

Background: Institutional deaths (hospitals and nursing homes) are an important issue because they are often at odds with patient preference and associated with high healthcare costs. The aim of this study was to examine deaths in institutions and the role of individual, regional, and healthcare supply characteristics in explaining variation across Swiss Hospital Service Areas (HSAs).

Methods: Retrospective study of individuals ≥66 years old who died in a Swiss institution (hospital or nursing homes) in 2010. Using a two-level logistic regression analysis we examined the amount of variation across HSAs adjusting for individual, regional and healthcare supply measures. The outcome …

Decreasing Patient Cost And Travel Time Through Pediatric Rheumatology Telemedicine Visits., Elizabeth A. Kessler, Ashley K. Sherman, Mara L. Becker

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: There is a critical shortage of pediatric rheumatologists in the US. Substantial travel to clinics can impose time and monetary burdens on families. The aim of this study was to evaluate the cost of in-person pediatric rheumatology visits for families and determine if telemedicine clinics resulted in time and cost savings. Factors associated with interest in telemedicine were also explored.

METHODS: Surveys were offered to parents and guardians of patients in Pediatric Rheumatology follow-up clinics in Kansas City, Missouri, the primary site of in-person care, and at a telemedicine outreach site 160 miles away, in Joplin, Missouri. Survey questions …

Local Health Departments’ Involvement In Hospitals’ Implementation Plans, Simone Singh, Erik Carlton

Frontiers in Public Health Services and Systems Research

Background: More than half of all local health departments (LHDs) in the U.S. are involved in collaborations with nonprofit hospitals on a community health needs assessment (CHNA), yet little is known about the role that LHDs play in hospitals’ implementation plans.

Purpose: This study aims to explore the current state of hospital–LHD collaborations around the implementation plan using data from a survey of LHDs across the country.

Methods: The study sample included 457 LHDs that completed both the 2015 Forces of Change survey and the 2013 Profile survey conducted by the National Association of County and City Health Officials. Univariate …

Multi-Sectoral Partnerships And Patient-Engagement Strategies In Accountable Care Organizations, Margae Knox, Hector P. Rodriguez, Stephen M. Shortell

Frontiers in Public Health Services and Systems Research

Background: Patient-engagement strategies are increasingly recognized for enriching traditional medical care and improving population health. Accountable Care Organizations (ACOs) may be well positioned to leverage multi-sector organizational partnerships to improve the reach of their patient-engagement strategies, particularly given incentives to meet cost, quality and population health goals. Little is currently known about the relation of multi-sector partnerships and patient engagement in ACOs.

Purpose: To examine the relation of patient-engagement strategies and breadth of multi-sectoral organizational partnerships in 71 primary care practices affiliated with one of two ACOs.

Methods: Clinical and administrative leaders from each practice were surveyed. Questions assessed practice …

Using Process Mining To Assess The Fidelity Of A Home Visiting Program, Riyad Haq, Sofia Campos Vidal Pires, Julie M. Kapp, Sara Schlemper, Eduardo J. Simoes

Frontiers in Public Health Services and Systems Research

Background: The Maternal, Infant, and Early Childhood Home Visiting (MIECHV) program is a federal public health initiative which supports at-risk families through evidence-based programs and promising approaches for pregnant women, and childhood development for children aged 0 to 5. These public health program funding mechanisms commonly include process evaluation mandates.

Purpose: The use of process mining was explored as a methodology to assess the fidelity of the MIECHV programs’ actual workflow to that of their intended models.

Methods: Research Electronic Data Capture (REDCap) data files that were populated with program process data elements from the local implementing agencies were …

A Framework To Address Challenges In Communicating The Developmental Origins Of Health And Disease, Liana Winett, Lawrence Wallack, Dawn M. Richardson, Janne Boone-Heinonen, Lynne C. Messer

OHSU-PSU School of Public Health Faculty Publications and Presentations

Findings from the field of Developmental Origins of Health and Disease (DOHaD) suggest that some of the most pressing public health problems facing communities today may begin much earlier than previously understood. In particular, this body of work provides evidence that social, physical, chemical, environmental, and behavioral influences in early life play a significant role in establishing vulnerabilities for chronic disease later in life. Further, because this work points to the importance of adverse environmental exposures that cluster in population groups, it suggests that existing opportunities to intervene at a population level may need to refocus their efforts “upstream” to …

Putting Parity Into Practice – Integrating Opioid-Use Disorder Treatment Into The Hospital Setting, Laura Fanucchi, Michelle R. Lofwall

Center for Health Services Research Faculty Publications

No abstract provided.

A Livelihood Intervention To Improve Economic And Psychosocial Well-Being In Rural Uganda: Longitudinal Pilot Study, Bernard Kakuhikire, Diego Suquillo, Elly Atuhumuza, Rumbidzai Mushavi, Jessica M. Perkins, Atheendar S. Venkataramani, Sheri D. Weiser, David Bangsberg, Alexander C. Tsai

OHSU-PSU School of Public Health Faculty Publications and Presentations

HIV and poverty are inextricably intertwined in sub-Saharan Africa. Economic and livelihood intervention strategies have been suggested to help mitigate the adverse economic effects of HIV, but few intervention studies have focused specifically on HIV positive persons. We conducted three pilot studies to assess a livelihood intervention consisting of an initial orientation and loan package of chickens and associated implements to create poultry microenterprises. We enrolled 15 HIV-positive and 22 HIV-negative participants and followed them for up to 18 months. Over the course of follow-up, participants achieved high chicken survival and loan repayment rates. Median monthly income increased, and severe …

An Examination Of African Americans' Utilization Of Health Care, Brittany Powell

Dissertations

The study examined the relationship between perceptions of discrimination, social support, quality of health care received, and utilization of health care services among African Americans. Data was analyzed from 99 African American respondents that completed either an online or paper questionnaire. The responses demonstrated significant relationships existed between discrimination and quality of health care as well as social support and utilization of health care. Results concluded that the more discrimination one perceives, the lower quality of health care they are to expect, and therefore they are less likely to utilize services. However, the data also reflected that even in the …

Countdown To 2015 Country Case Studies: What Can Analysis Of National Health Financing Contribute To Understanding Mdg 4 And 5 Progress?, Carlyn Mann, Courtney Ng, Nadia Akseer, Zulfiqar Ahmed Bhutta, Josephine Borghi, Tim Colbourn, Patricia Hernández-Peña, Luis Huicho, Muhammad Ashar Malik, Melisa Ashar Martinez-Alvarez, Spy Munthali, Ahmad Shah Salehi, Mekonnen Tadesse, Mohammed Yassin, Peter Berman

Community Health Sciences

Background

Countdown to 2015 (Countdown) supported countries to produce case studies that examine how and why progress was made toward the Millennium Development Goals (MDGs) 4 and 5. Analysing how health-financing data explains improvements in RMNCH outcomes was one of the components to the case studies.

Methods

This paper presents a descriptive analysis on health financing from six Countdown case studies (Afghanistan, Ethiopia, Malawi, Pakistan, Peru, and Tanzania), supplemented by additional data from global databases and country reports on macroeconomic, health financing, demographic, and RMNCH outcome data as needed. It also examines the effect of other contextual factors presented in …

Role Of Hearth Program With Undernutrition Incidence Among Toddlers In Tangerang City, Gizella Gizella, Dany Hilmanto, Dedi Rachmadi

Kesmas

Kelompok yang rentan terhadap gizi kurang adalah balita. World Health Organization (WHO) menyatakan kematian anak bawah lima tahun (balita) akibat gizi kurang sebesar 54% pada tahun 2002. Di Indonesia, prevalensinya mengalami peningkatan dari 17,9% pada tahun 2010 menjadi 19,6% pada tahun 2013. Di Kota Tangerang, terdapat 1,43% balita yang mengalami gizi buruk pada tahun 2013. Penelitian ini bertujuan untuk membuktikan secara valid hubungan antara Program Pos Gizi yang meliputi perilaku pemberian makan, perilaku kebersihan balita, perilaku mencari pelayanan kesehatan dan perilaku pengasuhan balita dengan kejadian gizi kurang pada balita. Penelitian ini merupakan penelitian kuantitatif, potong lintang, menggunakan data primer serta …

Variation Of Driving Skill Among Elderly Drivers Compared To Young Drivers In Japan, Indri Hapsari Susilowati, Akira Yasukouchi

Kesmas

Penelitian ini menganalisis kemampuan mengemudi pada pengemudi lanjut usia (lansia) dibandingkan dengan usia muda di Jepang dan melihat keterampilan mengemudi yang kurang sehingga dapat memengaruhi risiko kecelakaan di jalan raya. Subjek penelitian adalah pengemudi usia muda dan lansia, terdiri dari 10 mahasiswa (20 - 24 tahun) dan 25 pengemudi lansia (14 laki-laki dan 11 perempuan) berasal dari The Silver Menpower Center, organisasi bagi lansia > 60 tahun. Pengemudi lansia dibagi menjadi dua kelompok, yaitu lansia 1 berusia 60 - 65 tahun (10 orang) dan lansia 2 berusia > 65 tahun (15 orang). Kemampuan mengemudi dievaluasi dengan simulator permainan mengemudi dalam laboratorium. Analisis …

Rural-Based Health Promotion Model For Pregnant Women In Banyumas District, Elviera Gamelia, Dian Anandari, Dyah Umiyarni Purnamasari

Kesmas

Penelitian sebelumnya menunjukkan bahwa pengetahuan pelayanan prenatal di wilayah pedesaan masih rendah yang berdampak pada perilaku buruk sehingga mengembangkan model promosi kesehatan dibutuhkan untuk meningkatkan pengetahuan prenatal, sikap dan perilaku. Penelitian ini bertujuan untuk mengembangkan model promosi kesehatan pelayanan prenatal di wilayah pedesaan berdasarkan penilaian kebutuhan. Penelitian dilakukan pada Juni 2015 dengan pendekatan kualitatif melibatkan 16 ibu hamil pertama di trimester ketiga dengan kehamilan berisiko sebagai informan kunci dan 16 anggota keluarga yang tinggal bersama ibu hamil dan mengetahui kehidupan sehari-harinya, 27 bidan dan 3 tokoh agama sebagai informan tambahan. Teknik pengumpulan data adalah wawancara mendalam dan observasi untuk ibu …

Environmental, Behavioral Factors And Filariasis Incidence In Bintan District, Riau Islands Province, Zainul Ikhwan, Lucky Herawati, Suharti Suharti

Kesmas

Tingkat mikrofilaria filariasis di Kabupaten Bintan masih tinggi, khususnya di Kecamatan Teluk Bintan, Teluk Sebong, dan Sri Kuala Lobam. Penelitian ini bertujuan untuk mengetahui hubungan faktor risiko lingkungan (faktor fisik, biologi, kimia, sosial budaya, ekonomi) dan faktor perilaku dengan kejadian filariasis. Jenis penelitian observasional analitik yang dilakukan pada Mei – September 2015 dengan desain kasus kontrol, yang terdiri dari jumlah kasus 33 orang penderita filariasis dan kontrol 65 orang bukan penderita filariasis dengan teknik cluster sampling. Populasi penelitian adalah masyarakat di Kabupaten Bintan. Data yang diperoleh dianalisis menggunakan uji kai kuadrat dan regresi logistik. Hasil menunjukkan adanya hubungan pengetahuan (nilai …

Good Corporate Governance Implementation And Performance Of Civil Servant, Muhammad Hasan, Dumilah Ayuningtyas, Misnaniarti Misnaniarti

Kesmas

Dalam rangka mencapai visi dan misi, setiap rumah sakit harus menjalankan tata kelola perusahaan yang baik (Good Corporate Governance/GCG). Penerapan GCG sendiri bertujuan untuk meningkatkan kinerja pegawai secara optimal, yang akhirnya akan meningkatkan kinerja organisasi. Penelitian ini bertujuan untuk menganalisis hubungan penerapan prinsip-prinsip GCG terhadap kinerja pegawai negeri sipil (PNS) Rumah Sakit Umum Lapangan Natuna Kabupaten Kepulauan Anambas. Jenis penelitian ini adalah deskriptif analitik dengan desain potong lintang pada 56 PNS. Pengumpulan data dilakukan pada tahun 2012 dengan kuesioner terstruktur. Digunakan analisis dengan uji kai kuadrat dan regresi logistik, dan untuk penyederhanaan model dilakukan eliminasi terhadap faktor perancu dengan menggunakan …

Identification Of Pathogenic Leptospira In Rat And Shrew Populations Using Rpob Gene And Its Spatial Distribution In Boyolali District, Dyah Widiastuti, Zumrotus Sholichah, Agustiningsih Agustiningsih, Nastiti Wijayanti

Kesmas

Leptospirosis merupakan masalah kesehatan di Indonesia. Hingga April 2014, dilaporkan kasus leptospirosis yang ditularkan oleh tikus di Kabupaten Boyolali dengan angka kematian 83,3%. Genus Leptospira terdiri dari ratusan serovar dan tipe genetik yang hidup di pelbagai jenis habitat. Pengelompokan spesies Leptospira berdasarkan gen rpoB dapat digunakan karena tingkat polimorfisme gen tersebut tinggi. Penelitian ini bertujuan untuk mengidentifikasi serovar bakteri Leptospira pada populasi tikus di Kabupaten Boyolali menggunakan analisis hubungan kekerabatan didasarkan pada polimorfisme gen rpoB dan menggambarkan distribusi spasial tikus positif Leptospira di Kabupaten Boyolali. Penelitian potong lintang dilaksanakan pada bulan April 2014 di Desa Sindon Kecamatan Ngemplak dan Desa …

Measles Immunization And Vitamin A For Prevention Of Pneumonia In Indonesia, Ratno Widoyo

Kesmas

Pneumonia merupakan penyebab kematian tertinggi pada anak di Indonesia setelah diare. Pengendalian pneumonia dapat dilakukan dengan peningkatan cakupan imunisasi campak, pertusis, Streptococcus pneumoniae (Spn), dan Haemophilus influenzae b (Hib). Vaksin Spn dan Hib belum masuk ke dalam kategori imunisasi wajib di Indonesia. Vaksin campak lebih memiliki pengaruh langsung terhadap pneumonia dibandingkan dengan vaksin pertusis. Pemberian imunisasi yang disertai pemberian vitamin A akan meningkatkan titer antibodi pada anak. Penelitian ini bertujuan untuk mengetahui pengaruh pemberian imunisasi campak dan vitamin A terhadap kejadian pneumonia. Metode penelitian adalah potong lintang dengan menggunakan 13.062 data anak yang terdapat pada data Survei Demografi dan Kesehatan …

Well Water Consumed And Urolithiasis In Gedangsari Subdistrict, Yogyakarta, Sulistyawati Sulistyawati, Fardhiasih Dwi Astuti, Ruri Trisasri, Asep Rustiawan

Kesmas

Tanah di wilayah Kecamatan Gedangsari mengandung batuan kapur. Masyarakat di daerah ini banyak yang mengkonsumsi air minum dari sumur gali yang mengandung kadar kalsium tinggi, dan banyak yang menderita urolithiasis. Penelitian ini bertujuan untuk mendapatkan gambaran distribusi kalsium atau Ca(OH)2 pada air sumur dan menjelaskan hubungannya dengan kejadian urolithiasis. Penelitian dilakukan di Kecamatan Gedangsari, Kabupaten Gunungkidul selama Juli sampai November 2013. Penelitian dilakukan secara potong lintang dengan konfirmasi uji titrasi di laboratorium. Sejumlah 94 sampel sumur dipilih secara acak dari populasi 3.849 sumur. Kriteria pemilihan sampel adalah sumur gali yang telah digunakan untuk minum oleh penduduk berusia lebih dari 30 …

Living With Traumatic Brain Injury In A Rural Setting: Supports And Barriers Across The Continuum Of Care, Anne L. Harrison, Elizabeth G. Hunter, Heather Thomas, Paige Bordy, Erin Stokes, Patrick H. Kitzman

Physical Therapy Faculty Publications

Purpose: Traumatic brain injury (TBI) is prevalent in Kentucky and comes with a high cost in care and quality of life for individuals and caregivers affected. Many people living with the condition of TBI have unmet needs. Research among people living with TBI in rural areas is limited. The purposes of this study were to (1) increase understanding of the lived experience of people with TBI and caregivers in rural regions of Kentucky across the continuum of their care and (2) provide their perspectives on barriers and facilitators of optimal function and well-being.

Methods: A qualitative descriptive interview study was …

Socioecological Factors Influencing Women’S Hiv Risk In The United States: Qualitative Findings From The Women’S Hiv Seroincidence Study (Hptn 064), Paula M. Frew, Kimberly Parker, Linda Vo, Danielle Haley, Ann O'Leary, Dazon Dixon Diallo, Carol E. Golin, Irene Kuo, Lydia Soto-Torres, Jing Wang, Adaora A. Adimora, Laura A. Randall, Carlos Del Rio, Sally Hodder

Environmental & Global Health Faculty Research

Understanding the current status of parents’ vaccine decision making is crucial to inform public policy. We sought to assess changes in vaccine decisions among parents of young children. … See full text for complete abstract.

Understanding Health Care Costs In A Wisconsin Acute Leukemia Population, Patricia Steinert, Ron A. Cisler

Journal of Patient-Centered Research and Reviews

Purpose

We investigated factors driving health care costs of patients with a diagnosis of acute myeloid and acute lymphoblastic leukemia.

Methods

Standard costs identified in insurance claims data obtained from the Wisconsin Health Information Organization were used in a sample of 837 acute leukemia patients from April 2009 to June 2011. The Andersen behavioral model of health care utilization guided selection of patient and community factors expected to influence health care costs. A generalized linear model fitting gamma-distributed data with log-link technique was used to analyze cost.

Results

Type of treatment received and disease severity represented significant cost drivers, and …

Sharing Experiences And Expertise: The Health Care Systems Research Network Workshop On Patient Engagement In Research, Sarah Madrid, Leah Tuzzio, Cheryl D. Stults, Leslie A. Wright, Gina Napolitano, Ellis Dillon, Heather Tabano, Sarah M. Greene

Journal of Patient-Centered Research and Reviews

The Health Care Systems Research Network’s (HCSRN) Patient Engagement in Research Scientific Interest Group (PER SIG) held a half-day workshop for researchers attending HCSRN’s 22nd annual conference, April 16, 2016, in Atlanta, Georgia. The workshop blended didactic and interactive content to facilitate co-learning. Both researchers and patient partners developed the content, including three broad topics: engagement of patient partners in developing research studies, nurturing partnerships, and assessing the impact of patient engagement in research. Each module presented approaches relevant to the specific topic, including lessons from the literature and in-the-field experience. Patient partners reflected on their experience related to each …

Advancing Population Health: New Models And The Role Of Research. An Overview Of The 22nd Annual Health Care Systems Research Network Conference, Robert T. Greenlee, Lois E. Lamerato, Sarah M. Greene

Journal of Patient-Centered Research and Reviews

The Health Care Systems Research Network (HCSRN; formerly HMO Research Network) held its annual conference in Atlanta, Georgia, in April 2016. A consortium of research organizations affiliated with 20 large health care delivery systems, the HCSRN met for the 22^nd consecutive year to report on scientific achievements, develop and share skills and best practices, and promote new research collaborations. The 2016 conference, with a theme of “Advancing Population Health: New Models and the Role of Research,” was co-hosted on behalf of HCSRN by Marshfield Clinic Research Foundation and Henry Ford Health System’s Public Health Sciences Department. The 350 conference …

Surveillance, Epidemiological, And Virological Detection Of Highly Pathogenic H5n1 Avian Influenza Viruses In Duck And Poultry From Bangladesh, Wahedul Karim Ansari, Md Safiullah Parvej, Mohamed E. El Zowalaty, Sally Jackson, Stephen A. Bustin, Adel K. Ibrahim, Md Tanvir Rahman, Han Zhang, Mohammad Ferdousur Rahman Khan, Md Mostakin Ahamd, Md. Fasiur Rahman, Marzia Rahman, Khm Nazmul H. Nazir, Sultan Ahmed, Md Liakot Hossenn, Md Abdul Kafi, Mat Yamage, Nitish C. Debnath, Graba Ahmed, Hossam Ashour, Md Masoud, Ayman Noreddin, Md B. Rahman

Pharmacy Faculty Articles and Research

Avian influenza viruses (AIVs) continue to pose a global threat. Waterfowl are the main reservoir and are responsible for the spillover of AIVs to other hosts. This study was conducted as part of routine surveillance activities in Bangladesh and it reports on the serological and molecular detection of H5N1 AIV subtype. A total of 2169 cloacal and 2191 oropharyngeal swabs as well as 1725 sera samples were collected from live birds including duck and chicken in different locations in Bangladesh between the years of 2013 and 2014. Samples were tested using virus isolation, serological tests and molecular methods of RT-PCR. …

Reliability Of Pressure Ulcer Rates: How Precisely Can We Differentiate Among Hospital Units, And Does The Standard Signal-Noise Reliability Measure Reflect This Precision?, Vincent S. Staggs, Emily Cramer

Manuscripts, Articles, Book Chapters and Other Papers

Hospital performance reports often include rankings of unit pressure ulcer rates. Differentiating among units on the basis of quality requires reliable measurement. Our objectives were to describe and apply methods for assessing reliability of hospital-acquired pressure ulcer rates and evaluate a standard signal-noise reliability measure as an indicator of precision of differentiation among units. Quarterly pressure ulcer data from 8,199 critical care, step-down, medical, surgical, and medical-surgical nursing units from 1,299 US hospitals were analyzed. Using beta-binomial models, we estimated between-unit variability (signal) and within-unit variability (noise) in annual unit pressure ulcer rates. Signal-noise reliability was computed as the ratio …