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Full-Text Articles in Public Health

The Precaution Adoption Process Model In Describing Emergency Action Plan Adoption, Samantha E. Scarneo-Miller, Douglas J. Casa, Shuang Yin, Timothy E. Moore, Yuki Murata, Johna Kay Register-Mihalik, Lindsay J. Distefano Jan 2021

The Precaution Adoption Process Model In Describing Emergency Action Plan Adoption, Samantha E. Scarneo-Miller, Douglas J. Casa, Shuang Yin, Timothy E. Moore, Yuki Murata, Johna Kay Register-Mihalik, Lindsay J. Distefano

Internet Journal of Allied Health Sciences and Practice

Purpose: The purpose of this study was to identify the ability of the Precaution Adoption Process Model (PAPM) to classify athletic trainers (ATs) and athletic directors (ADs) readiness to act with regards to adopting an emergency action plan (EAP), and describe factors influencing PAPM stages. Method: We used a cross-sectional questionnaire design to evaluate readiness to act for developing an EAP among ATs and ADs working in United States high schools. The PAPM is a participant-driven model to identify someone’s readiness to act or change and has seven stages: Unaware, Unengaged, Undecided, Decided not to Act, Decided to Act, Acting …


From The Legal Literature: Covid And The Criminal Law, Francesca Laguardia Jan 2021

From The Legal Literature: Covid And The Criminal Law, Francesca Laguardia

Department of Justice Studies Faculty Scholarship and Creative Works

No abstract provided.


The Association Of Demographic Characteristics And Social Vulnerability With Covid-19 Outcomes, Gloria D. Boone Jan 2021

The Association Of Demographic Characteristics And Social Vulnerability With Covid-19 Outcomes, Gloria D. Boone

College of Graduate Studies: Theses & Dissertations

The Association of Demographic Characteristics and Social Vulnerability With COVID-19 Outcomes

by

Gloria Boone

(Under the Direction of Gulzar Shah)

ABSTRACT

This research explored 102 Illinois counties' COVID-19 data to determine whether demographic characteristics and social vulnerability are associated with increased vulnerability to COVID-19 infections and deaths. COVID-19 is disproportionately impacting vulnerable groups and has been deadlier for African American and Hispanic people. The findings of this research will contribute to the knowledge base regarding social vulnerability and assist public health officials in targeting resources and designing interventions. This study used a retrospective cross-sectional design to assess demographic characteristics of …


Association Of Incident Cancer To Low-Value Care And Healthcare Cost Burden Among Elderly Medicare Beneficiaries, Chibuzo Iloabuchi Jan 2021

Association Of Incident Cancer To Low-Value Care And Healthcare Cost Burden Among Elderly Medicare Beneficiaries, Chibuzo Iloabuchi

Graduate Theses, Dissertations, and Problem Reports (ETD)

In the United States (US), 25% of healthcare spending is considered wasteful because it is spent reimbursing low-value care. Low-value care is the utilization of healthcare services, medical tests, and procedures that have unclear or no clinical benefit to patients but still exposes them to risk. World-wide, low-value care imposes a significant economic burden on patients, payers, governments, and society. Cancer care among older adults > 65 years is one of the biggest drivers of healthcare expenditure in the US and accounts for nearly 40% of all spending, and low-value care among cancer patients is prevalent and contributes to the financial …


Addressing The Needs Of African American Grandparents: An Intersectionality Perspective, Dorothy Smith-Ruiz, Kendra Jason Jan 2021

Addressing The Needs Of African American Grandparents: An Intersectionality Perspective, Dorothy Smith-Ruiz, Kendra Jason

The Journal of Sociology & Social Welfare

This study seeks to demonstrate the intersecting structural and compounding challenges African American custodial grandparents experience collectively, rather than as separate non-competing factors, which has been modeled in prior studies. Using a mixed-method research design, the study explored the challenges faced by African American and white custodial grandparents. These challenges included difficulties attaining different types of support, respite care, and programs for teens and special needs grandchildren. Results showed that caregiving challenges among African Americans were more pervasive than their White counterparts. These findings have significant implications for the development of intervention programs for custodial African American grandmothers and their …


The Viability Of Venture Philanthropy In A Nonprofit Organization, Melissa Lindsey Perkins Jan 2021

The Viability Of Venture Philanthropy In A Nonprofit Organization, Melissa Lindsey Perkins

Walden Dissertations and Doctoral Studies

This case study addressed the viability of a venture philanthropy approach to augment revenue at a youth-serving nonprofit organization in the U.S. state of Connecticut. Venture philanthropy as different from an outright financial donation in that the purpose of this donation is to allow the organization to start a mission-related business. The purpose of the study was to explore the perspectives of individual donors capable of making a venture-level investment to inform organizational leaders about this revenue generation strategy. The practice-focused questions concerned what a donor may want to know prior to making a venture-level investment, to what degree donors …


Healthier Oregon Qualitative Study, Core (Center For Outcomes Research & Education) Jan 2021

Healthier Oregon Qualitative Study, Core (Center For Outcomes Research & Education)

Reports

No abstract provided.


Another Step In Diagnostics Consultation Model© Actualization: Examining The Impact Of Consultation Workflow Processes On Providers' Clinical Decision Making, Elizabeth K. Leibach Jan 2021

Another Step In Diagnostics Consultation Model© Actualization: Examining The Impact Of Consultation Workflow Processes On Providers' Clinical Decision Making, Elizabeth K. Leibach

Theses and Dissertations

Background
Communication errors in health services delivery significantly compromise quality in clinical decision making (CDM). Diagnostic information generated by clinical laboratories (CL) accounts for as much as 93% of objective data in the clinical record and therefore is foundational in CDM. This work describes the Diagnostics Consultation Model© (DCM©), a CL communications portal, which supports CDM within interprofessional teams, providers, and institutions. Specific aims were to develop and validate a workflow prediction index (the complexity index, CI) to assign resolution of consultation requests based on an algorithm comprised of characteristics available at the point of consultation initiation. The CI functions …


Right To Health In Gats: Can The Public Health Exception Pave The Way For Complementarity?, Swati Gola Dec 2020

Right To Health In Gats: Can The Public Health Exception Pave The Way For Complementarity?, Swati Gola

Pace International Law Review

This paper demonstrates how a right to health approach in the interpretation of the public health exception outlined in GATS Article XIV(b) can bring about a harmonious application of international human rights and international trade law regimes. Focusing on the interpretive value of the right to health for the public health exception in GATS, it examines whether a WTO Member, who has committed itself under GATS to fully liberalize all service sectors that have implications for health (e.g., hospital and other healthcare services), still retains the regulatory space to undertake measures to fulfill their right to health obligations and can …


Reviewing Patient Satisfaction Of Lifecare Alliance Services Provided To The Columbus Community, Sean Ruffner Dec 2020

Reviewing Patient Satisfaction Of Lifecare Alliance Services Provided To The Columbus Community, Sean Ruffner

Masters Theses/Capstone Projects

Two separate patient satisfaction surveys were sent out to LifeCare Alliance’s customers. Each patient was asked a set of five questions that generalized the encounters as a whole experience. The first survey is for patients that were seen by nurses for footcare, general wellness and more (1A - PowerPoint). The other survey was sent to clients who received the flu vaccine (1B - PowerPoint). To conclude, data was then collected and analyzed using an excel spreadsheet (1C – PowerPoint).


Health Insurance And The Undocumented Immigrant, Anja Diercks Dec 2020

Health Insurance And The Undocumented Immigrant, Anja Diercks

Honors Theses

The purpose of this thesis is to perform a comparative analysis on how seven different countries (USA, South Africa, Germany, England, Canada, France and Singapore) organize their healthcare system to cope with the issue of undocumented immigrants and whether or not these systems in place were “fair.” The thesis will also explore the possible ways the United States could change to be more inclusive and fairer in the world of healthcare and health insurance for the undocumented immigrant. A study on what fairness means both in ethical and economical terms is done to suggest a new basis of a fair …


Covid-19 Viral Testing Disparities In Los Angeles City, Laura Cyphers Dec 2020

Covid-19 Viral Testing Disparities In Los Angeles City, Laura Cyphers

Student Scholar Symposium Abstracts and Posters

Hispanic and Black communities have been disproportionately impacted by COVID-19-related morbidity and mortality (California Department of Public Health, 2020). Inequitable access to viral testing resources may have exacerbated these COVID-19-related racial and ethnic health disparities. For example, reports from the Los Angeles Department of Public Health revealed glaring viral testing disparities in April 2020 (early pandemic), with predominantly White communities in Los Angeles County receiving 65% more tests than Hispanic and Black communities. In response, California statewide testing was expanded for communities of color (Vann et al., 2020). To investigate access to viral testing in Los Angeles City, the current …


Cost, Coverage, And The Underuse Of Medications Among People With Cf, Semret Seyoum, Marsha Regenstein, Lea Nolan Dec 2020

Cost, Coverage, And The Underuse Of Medications Among People With Cf, Semret Seyoum, Marsha Regenstein, Lea Nolan

Health Policy and Management Issue Briefs

No abstract provided.


Improving Clinicians’ Access To Patient Education And Va Resource Information, Ella Bermudez Dec 2020

Improving Clinicians’ Access To Patient Education And Va Resource Information, Ella Bermudez

Doctor of Nursing Practice (DNP) Projects

Abstract

Problem: In a western US Veterans Administration (VA) hospital system, patient education materials are provider-specific, not standardized, and not located in a central, readily available location.

Context: How does a patient education tool affect the clinicians' delivery of health education in increasing health literacy compared to written information alone in the US veteran population? An integrated literature review was performed using Cochrane, Joanna Briggs Institute (JBI), Scopus, CINAHL, and PubMed databases to address the PICOT question above and determine the impact of patient education tools on health literacy and patient engagement. The literature recommended improving patient education for better …


Improving Health Care Accessibility Among Geriatric Patients In Rural Communities, Capriana Calvachi Dec 2020

Improving Health Care Accessibility Among Geriatric Patients In Rural Communities, Capriana Calvachi

Honors Projects

The following literature review and analysis compiles information regarding ways to improve rural geriatric healthcare accessibility through the use of interprofessional care and outreach. I also wish to bring to light the various deficiencies often seen in this realm of care, and the reasons behind the inadequate rural physician retention rates. Using this background information, I compiled various collaborative approaches which seek to ease the strain faced by the healthcare system and its elderly patients.

Improving healthcare accessibility through the use of interprofessional care and outreach is an essential facet in geriatric medicine. By exploring the deficiencies of geriactric healthcare …


Bystanders’ Perspectives On The Provision Of Informal, Hospital-Based Care To Bedridden Patients With Cancer In Sri Lanka, B. Sunil S. De Silva Dec 2020

Bystanders’ Perspectives On The Provision Of Informal, Hospital-Based Care To Bedridden Patients With Cancer In Sri Lanka, B. Sunil S. De Silva

Nursing ETDs

Due to the nursing shortage in Sri Lanka, patients need informal caregivers, known as bystanders, to help provide patient care. This study described bystanders’ perspectives on informal, hospital-based care to bedridden patients with cancer in Sri Lanka. In this qualitative descriptive study, 17 bystanders at Apeksa/Cancer Hospital, Sri Lanka, were recruited using snowballing sampling. Data were collected through telephone interviews and analyzed using content and thematic analyses. Findings showed that paid and unpaid bystanders cover all caregiving tasks with minimum interaction with nurses. Unpaid bystanders described the need for same-sex bystanders and additional help with patients’ mobilization and specialized care. …


Status And Factors Associated With Healthcare Choices Among Older Adults And Children In An Urbanized County: A Cross-Sectional Study In Kunshan, China, Yuxi Zhao, Linqi Mao, Jun Lu, Qi Zhang, Gang Chen, Mei Sun, Fengshui Chang, Xiaohong Li Dec 2020

Status And Factors Associated With Healthcare Choices Among Older Adults And Children In An Urbanized County: A Cross-Sectional Study In Kunshan, China, Yuxi Zhao, Linqi Mao, Jun Lu, Qi Zhang, Gang Chen, Mei Sun, Fengshui Chang, Xiaohong Li

Community & Environmental Health Faculty Publications

As important unit for regional health planning, urbanized counties are facing challenges because of internal migrants and aging. This study took urbanized counties in China as cases and two key populations as objects to understand different populations’ intentions of choosing corresponding health service resources and to provide support for resource allocation. A cross-sectional study was conducted in Kunshan, a highly urbanized county in China, in 2016, among older adults aged 60 or over and children aged 0–6. Multinomial logistics models were used to identify the factors associated with healthcare choices. In this study, we found that income, distance of the …


Homelessness Prevention Contacts Datasheet, Juan Whitehead Dec 2020

Homelessness Prevention Contacts Datasheet, Juan Whitehead

Capstone Projects and Master's Theses

The Coalition of Homeless Providers, located in Seaside, California provides services for over 2,400 homeless people in Monterey County. This organization collaborates with other agencies to provide support for those who are in need of emergency, transitional, or permanent housing. Because of lack of affordable housing in the area, and the lack of available resources, many men and women, as well as families find themselves without a place to stay. Homelessness Prevention Contacts Datasheet establishes a list of rental property management companies and landlords who may be interested in some of the programs provided by the Coalition. These programs provide …


Monitoring The Spatial Spread Of Covid-19 And Effectiveness Of Control Measures Through Human Movement Data: Proposal For A Predictive Model Using Big Data Analytics, Zhenlong Li, Xiaoming Li, Dwayne Porter Ph.D., Jiajia Zhang Ph.D., Yuqin Jiang, Bankole Olatosi Ph.D., Sharon Weissman Dec 2020

Monitoring The Spatial Spread Of Covid-19 And Effectiveness Of Control Measures Through Human Movement Data: Proposal For A Predictive Model Using Big Data Analytics, Zhenlong Li, Xiaoming Li, Dwayne Porter Ph.D., Jiajia Zhang Ph.D., Yuqin Jiang, Bankole Olatosi Ph.D., Sharon Weissman

Faculty Publications

Background: Human movement is one of the forces that drive the spatial spread of infectious diseases. To date, reducing and tracking human movement during the COVID-19 pandemic has proven effective in limiting the spread of the virus. Existing methods for monitoring and modeling the spatial spread of infectious diseases rely on various data sources as proxies of human movement, such as airline travel data, mobile phone data, and banknote tracking. However, intrinsic limitations of these data sources prevent us from systematic monitoring and analyses of human movement on different spatial scales (from local to global). Objective: Big data from social …


Behavioral And Enhanced Perinatal Intervention (B-Epic): A Randomized Trial Targeting Tobacco Use Among Opioid Dependent Pregnant Women, Amanda Fallin-Bennett, Michelle R. Lofwall, Teresa M. Waters, Paul Nuzzo, Janine Barnett, Letitia Ducas, Andrea Mccubbin, Niraj R. Chavan, Lisa Blair, Kristin Ashford Dec 2020

Behavioral And Enhanced Perinatal Intervention (B-Epic): A Randomized Trial Targeting Tobacco Use Among Opioid Dependent Pregnant Women, Amanda Fallin-Bennett, Michelle R. Lofwall, Teresa M. Waters, Paul Nuzzo, Janine Barnett, Letitia Ducas, Andrea Mccubbin, Niraj R. Chavan, Lisa Blair, Kristin Ashford

Nursing Faculty Publications

Background

Opioid use during pregnancy is a significant public health issue. The standard of care for treating opioid use disorder during pregnancy includes medications for opioid disorder (MOUD). However, tobacco use often goes unaddressed among pregnant women on MOUD. In 2018, our team received a National Institute on Drug Abuse (NIDA) funded R34 to conduct a three year-randomized trial to test the feasibility of a novel tobacco intervention for pregnant women receiving MOUD.

Aims

The aims of this study are: (1) to determine the impact of the B-EPIC intervention on maternal tobacco use and stage of change; (2) to determine …


Alumna Profile: Empowering Women In Science Nov 2020

Alumna Profile: Empowering Women In Science

Scientia

Nursing school alumna Linda Degutis is interviewed about her career and her work with the CDC and other government programs aimed to reduce violence and improve women's and veterans' health care.


The Use Of Organizational Assessments In Improving Patient And Staff Experiences In The Ambulatory Care Setting, Linda C. Lombardi, Andrew B. Wallach Md, Paula A. Wilson Mba Nov 2020

The Use Of Organizational Assessments In Improving Patient And Staff Experiences In The Ambulatory Care Setting, Linda C. Lombardi, Andrew B. Wallach Md, Paula A. Wilson Mba

Patient Experience Journal

As the needs of patients evolve, healthcare organizations must diversify their approach to improving patient experience. Their programs should encompass the medical, mental, spiritual, and emotional needs of patients and their family members and the staff who care for patients. This case study examines the results of the evaluation to assess the effectiveness of organizational patient experience efforts. The Beryl Institute’s Experience Assessment was the evaluation tool administered and revealed the areas in which the organization was performing well and where improvements were needed. In collaboration with Ambulatory Care and Finance, the Office of Patient Experience targeted the Adult Primary …


Panda: A Case-Study Examining A Successful Audiology And Otology Patient And Public Involvement And Engagement Research Group, Laura Boddy, Richard Allen, Rosalyn Parker, Margaret E. O'Hara, Amy V. Gosling Nov 2020

Panda: A Case-Study Examining A Successful Audiology And Otology Patient And Public Involvement And Engagement Research Group, Laura Boddy, Richard Allen, Rosalyn Parker, Margaret E. O'Hara, Amy V. Gosling

Patient Experience Journal

There has been increasing involvement of patients and members of the public in research; however, case studies describing patient research groups with hearing loss are non-existent. Such case studies will be valuable, enabling evidence-based dialogue and promoting best practice in the engagement of patients, the public and researchers. This paper aims to discuss this practice. The absence of such dialogue may hinder initial efforts by researchers to realise the potential of Patient and Public Involvement. The objective of this study was to set up and run a patient and public involvement and engagement group in audiology research, use the lessons …


Perceptions Of Care & Patient-Provider Communication By Varying Identity Groups In A Collegiate Health Clinic, Yewande O. Addie, Tatiana Maser, Cecilia Luna, Casey Rayfield, Kelli R. Agrawal Nov 2020

Perceptions Of Care & Patient-Provider Communication By Varying Identity Groups In A Collegiate Health Clinic, Yewande O. Addie, Tatiana Maser, Cecilia Luna, Casey Rayfield, Kelli R. Agrawal

Patient Experience Journal

LGBTQ patients experience discrimination and poor access to quality health care, but there is little inquiry on the experiences of LGBTQ patients in student health clinic. The purpose of this study was to examine the quality of patient-provider communication (PPC) among sexual and gender minority patients, especially those who have intersecting minority identities, in a student healthcare setting. An online survey measured PPC using the Communication Assessment Tool (CAT) and contextual questions regarding identity and perceptions of judgment. Analysis tested intersectional variance in both. A convenience and snowball sample of 102 respondents, 18+, that utilized health services at a public …


Addressing Social Disconnection Among Frequent Users Of Community Hospital Emergency Departments: A Statewide Implementation Evaluation, A. Rani Elwy, Elisa Koppelman, Victoria Parker, Chris Louis Nov 2020

Addressing Social Disconnection Among Frequent Users Of Community Hospital Emergency Departments: A Statewide Implementation Evaluation, A. Rani Elwy, Elisa Koppelman, Victoria Parker, Chris Louis

Patient Experience Journal

We conducted a qualitative exploration and implementation evaluation of a Massachusetts policy initiative, the Community Hospital Acceleration, Revitalization, and Transformation (CHART) investment program, to examine how CHART innovations aimed at reducing unnecessary emergency department (ED) visits also addressed patients’ social disconnection problems according to a social connection framework (structural, functional, quality or multilevel). We performed interviews with 236 stakeholders (hospital managers, CHART providers, staff, and community partners) one-year post CHART implementation. Interviews were analyzed using a directed content analysis approach. Data were then mapped to levels of the social connection framework. Our results support that social disconnection, described as “loneliness” …


Management Of Frequent Ed Users By Community Paramedics Improves Patient Experiences And Reduces Ems Utilization, Oluwakemi Aiyedun Adio, Laura Ikuma, Sonja Wiley Nov 2020

Management Of Frequent Ed Users By Community Paramedics Improves Patient Experiences And Reduces Ems Utilization, Oluwakemi Aiyedun Adio, Laura Ikuma, Sonja Wiley

Patient Experience Journal

This study examined a suburban emergency medical system (EMS)-led community paramedicine (CP) program in terms of adherence to protocol, patient-paramedic interactions, patient experience, and cost. Participants (n=57) are frequent emergency department (ED) users (≥ 4 ED visits/year), with a mean age of 59.8±17.6 years and have multiple chronic conditions. Of these, 36 completed a modified Clinician and Group Consumer Assessment of Healthcare Providers and Systems (CG-CAHPS) survey at 3- and 6-months following program enrollment. The main outcome measures were adherence to intake goals; types, modes, and frequencies of CP interventions; CG-CAHPS patient experience scores; and cost savings. Cost savings compared …


Patient Experience In Outpatient Clinics: Does Appointment Time Impact Satisfaction?, Shikha Shah Modi, Jennifer B. Costigan, Mark Lemak, Sue Feldman Nov 2020

Patient Experience In Outpatient Clinics: Does Appointment Time Impact Satisfaction?, Shikha Shah Modi, Jennifer B. Costigan, Mark Lemak, Sue Feldman

Patient Experience Journal

The objective of this study is to understand patient experience by appointment time by analyzing the Consumer Assessment of Hospital Provider and Systems (CAHPS) scores at a granular level across pre-determined time periods (AM and PM). This study utilized quantitative and qualitative methods. A deidentified secondary data set from the University of Alabama at Birmingham’s Press Ganey website was used to analyze the difference in CAHPS scores across AM and PM time periods. Unstructured survey responses were analyzed as a way to further enrich the quantitative findings. The data sample consisted of 821 responses from a dermatology clinic for the …


Patients’ Experience In Hong Kong Hospitals: A Comparison Between South Asian And Chinese People, Nimisha Vandan, Janet Yuen-Ha Wong Dr., Paul Siu-Fai Yip Chair Professor, Daniel Yee-Tak Fong Dr. Nov 2020

Patients’ Experience In Hong Kong Hospitals: A Comparison Between South Asian And Chinese People, Nimisha Vandan, Janet Yuen-Ha Wong Dr., Paul Siu-Fai Yip Chair Professor, Daniel Yee-Tak Fong Dr.

Patient Experience Journal

Patient experience in hospital is positively associated with both self-rated and objectively measured health outcomes. In many countries ethnic minority patients have more negative experience and bear a disproportionate burden of disease than their majority counterparts. However, hospital experience of ethnic minority patients in Asia is still unexplored. We aimed to explore the hospital experience of South Asian ethnic minority and compare that with local Chinese patients’ experience in Hong Kong. A cross-sectional study sample comprised of 783 participants (388 South Asian and 395 Chinese). Picker Patient Experience-15 (PPE-15) questionnaire was used for data collection. Simple and multiple regressions were …


Responsiveness Of Primary Health Care Services In Nigeria: The Patients’ Perspective, Daprim S. Ogaji, Chinedu B. Egu, Michael Nwakor-Osaji, Amala C. Smart, Emeka F. Anyiam, Faith C. Diorgu Nov 2020

Responsiveness Of Primary Health Care Services In Nigeria: The Patients’ Perspective, Daprim S. Ogaji, Chinedu B. Egu, Michael Nwakor-Osaji, Amala C. Smart, Emeka F. Anyiam, Faith C. Diorgu

Patient Experience Journal

Health system responsiveness reflects the extent national health systems meet the legitimate expectations of patients. This study assessed the responsiveness of primary health care services in Nigeria from the clients’ perspective. A cross-sectional survey of 379 participants were randomly selected from 7 centers from a sample frame of 20 primary healthcare centers. Descriptive results were presented in frequencies and percentages. The associations between the importance and performance ranking were examined using the Spearman’s ranked correlation coefficient. Multivariate logistic regression was used to identify predictors of responsiveness with p-values ≤ 0.05 considered statistically significant. There were equal proportion of respondents aged≥30 …


Patient Engagement In Action: Timing And Intensity Of Strategies Used To Engage Low Income Depressed Mothers Of Infants And Toddlers, Maureen J. Baker, Beth Perry Black, Linda S. Beeber Nov 2020

Patient Engagement In Action: Timing And Intensity Of Strategies Used To Engage Low Income Depressed Mothers Of Infants And Toddlers, Maureen J. Baker, Beth Perry Black, Linda S. Beeber

Patient Experience Journal

The purpose of this study was to illuminate the process of patient engagement and to determine how components of patient engagement were operationalized in the nurse-patient interpersonal relationship with low income, depressed mothers, a traditionally underserved population. Using a descriptive quantitative design, we examined how components of patient engagement were executed across three phases of the nurse-patient interpersonal relationship. We assessed for differences in engagement strategies used in different phases of the interpersonal relationship and with mothers with varying levels of engagement. Through this study, we observed that patient engagement has several dynamic components varying in intensity and frequency, depending …