Health Services Administration Commons^™

Clinical Trial Recruitment Of People Who Speak Languages Other Than English: A Children's Oncology Group Report, Melissa P. Beauchemin, Maria Ortega, Sheila J. Santacroce, Joanna M. Robles, Jenny Ruiz, Anurekha G. Hall, Justine M. Kahn, Cecilia Fu, Manuela Orjuela-Grimm, Grace C. Hillyer, Samrawit Solomon, Wendy Pelletier, Raul Montiel-Esparza, Lindsay J. Blazin, Cassie Kline, Alix E. Seif, Paula Aristizabal, Lena E. Winestone, Maria C. Velez

School of Medicine Faculty Publications

BACKGROUND: Persons who speak languages other than English are underrepresented in clinical trials, likely in part because of inadequate multilevel resources. We conducted a survey of institutions affiliated with the Children's Oncology Group (COG) to characterize current research recruitment practices and resources regarding translation and interpretation services. METHODS: In October 2022, a 20-item survey was distributed electronically to institutions affiliated with COG to assess consent practices and resources for recruiting participants who speak languages other than English to COG trials. Descriptive statistics were used to summarize responses; responses were compared by institution size and type as well as respondent role. …

Practical Guidance On Establishing A Molecular Testing Pathway For Alterations In Homologous Recombination Repair Genes In Clinical Practice For Patients With Metastatic Prostate Cancer, Martin Schostak, Angela Bradbury, Alberto Briganti, David Gonzalez, Leonard Gomella, Joaquin Mateo, Frédérique Penault-Llorca, Albrecht Stenzinger, Alexander Wyatt, Anders Bjartell

Department of Urology Faculty Papers

CONTEXT: Prostate cancer is a molecularly heterogeneous disease that is amenable to diagnostic testing to identify patients potentially eligible for personalised treatments inform familial risk and provide relevant information about potential prognosis. Several guidelines support the integration of genomic testing in a shared decision-making framework so that both health care professionals (HCPs) and patients are involved in determining the best treatment approach.

OBJECTIVE: To review current guidelines on molecular diagnostic testing for homologous recombination repair (HRR) gene alterations in patients with metastatic prostate cancer, with the aim of providing practical considerations for effective guideline implementation and establishment of an appropriate …

Investigating Risk Factors Contributing To The High Incidence Of Covid-19 Among The Diné People Of The Navajo Nation, Elizabeth Lila Reynolds

Rowan-Virtua Research Day

Background: COVID-19 became international news in December 2019 and subsequently impacted global health. The research shows that the Diné people of the Navajo Nation were one of the most severely impacted populations¹. The Navajo Nation is a region spanning Arizona, New Mexico, and Utah that is composed of North American indigenous people known as the Diné. Purpose: To explore the risk factors contributing to the increased rates of COVID-19 infection and severity of infection among the Diné people. Methods: This literature review research process utilized PubMed and JAMA to find scholarly articles on this topic. Search terms …

Diabetes Health Education For South Jersey Communities, Heaven Chu, Sarah Tamous, Ashhabal Kavvi, Amin Khan

Rowan-Virtua Research Day

Diabetes is a chronic health condition that hinders the body’s metabolic process using insulin to maintain glycemic homeostasis. It is prevalent worldwide, with about 10% of the global adult population affected. Socio-economic and cultural factors and determinants make diabetes and diabetes management more of a health risk for certain populations rather than others. The prevalence of diabetes in the United States is higher than the global average and the risk factors disproportionately affect disadvantaged communities.

This study was designed to investigate health disparities in diabetes among a diverse population sample. The study included researching the disparities of diabetes patients in …

Is There An Association Between Living In A Rural Area And The Incidence Of Postoperative Complications Or Hospital Readmissions Following Left Ventricular Assist Device (Lvad) Implantation, Compared To Urban Lvad Recipients?, Samrat Gollapudi, Abhiram Gollapudi, Srinidhi Banala, Sheraj Singh, Bhaumik Patel

Rowan-Virtua Research Day

Background: Left ventricular assist devices (LVADs) are utilized as a therapeutic option for patients with end-stage heart failure. While LVAD implantation can significantly improve survival rates and quality of life, the procedure is not without risks, and postoperative complications are common. This review aims to investigate whether there is an association between living in a rural area and the incidence of postoperative complications or hospital readmissions following LVAD implantation, compared to urban LVAD recipients.

Methods: A comprehensive review of the literature was conducted, examining studies that compared postoperative outcomes between rural and urban LVAD recipients. Data were extracted on adverse …

Clinical Outcomes For Impella Patients Associated With Hyperlipidemia: An Analysis Of The National Inpatient Sample, Tony Elias, Sonika Vatsa, Kyrillos Girgis, Taha Syed, Rafail Beshai

Rowan-Virtua Research Day

The Impella, a ventricular assist device, is crucial for managing severe heart failure and cardiogenic shock. Despite its widespread use, there's scant information on how hyperlipidemia affects Impella patients. To address this gap, we delved into the National Inpatient Sample Database from 2019 and 2020. Our aim was to scrutinize in-hospital outcomes among these patients. We identified 8233 Impella patients, among whom 1012 (12.3%) had hyperlipidemia. Those with hyperlipidemia displayed higher rates of hypertension, diabetes mellitus, and chronic kidney disease compared to their counterparts without hyperlipidemia. Shockingly, in-hospital mortality was notably elevated in the hyperlipidemia group, emphasizing its clinical significance. …

The Impact Of Social Determinants Of Health On Adherence To Urinary Tract Infection Treatment: A Scoping Review, Barrett S. Patel, Ms, Bsn, Rn, Emily A. Gentry, Bsn, Rn, Sally Humphrey Dnp, Aprn, Cpnp-Pc, Bobby Bellflower Dnsc, Nnp-Bc, Faanp, Fnap

Doctor of Nursing Practice Projects

Purpose/Background

Urinary tract infections (UTIs) are a common diagnosis among children. Patients must fully comply with treatment regimens to reduce the risk of recurring UTIs and prevent long-term complications. This scoping review aims to evaluate the literature and examine the association between screening for social determinants of health (SDH) and adherence to UTI treatment.

Methods

A thorough literature search via PubMed, Cochrane Library, Elsevier Clinical Key, CINAHL, and JAMA was conducted with the following keywords: Pediatric UTI, Adherence to Treatment Plans, Social Determinants of Health, Social Needs Screening, and others. Ten articles were appraised for their evidence and quality. The …

Evidenced-Based Strategies To Increase Cervical Cancer Screening Rates, Tuong Cat Vo Bsn-Rn, Nada Salloukh Bsn-Rn, Tatiana Elena Swanson Bsn-Rn, Xiao Mie Cindy Zhu Bsn-Rn, Laura Taylor Reed Dnp, Aprn, Fnp-Bc

Doctor of Nursing Practice Projects

Purpose/Background

Cervical cancer is the fourth leading cause of cancer affecting women worldwide (Staley et al., 2021). With cervical cancer being a preventable disease, an effective method of reducing healthcare costs and mortality is primary prevention, such as screenings. Financial burdens and barriers to accessing medical care may result due to the lack of proper cervical cancer screenings. Detecting cervical cancer includes screening women 21 to 65 years old with a Papanicolaou (PAP) test every three years. Women aged 30 to 65 years old can extend the screening of cervical cancer by having a Human Papillomavirus (HPV) test along with …

Factors Associated With Antiretroviral Drug Resistance Mutations Among Plhiv Failing To Achieve Virological Suppression On Second Line Treatment In Tanzania., Mabula M. Mabelele

Master of Internal Medicine

v> Human Immunodeficiency Virus / Acquired Immunodeficiency Syndrome (HIV/AIDS) is a major public health problem affecting an estimated 38.4 million people globally, with the (54%) of them being from the Eastern and Southern African regions. Despite progress in the availability of multiple classes of antiretroviral drugs and early initiation of treatment with cART, many patients still fail therapy in the first and second-line regimens due to drug resistance driven by continuous acquisition of drug resistance mutation (DRMs). DRMs are high among adults failing treatment regimens, ranging between 50-97%.

Outcomes Of Upper Gastrointestinal Bleeding In Hospitalized Covid-19 Patients In The United States: A Propensity-Score Matched Analysis Of A Large National Database, Moon Ryu, Mohammed Quazi, Niloy Ghosh, Karthik Gangu, Amir H Sohail, Asif Farooq, Babu S Maringanti, Aman Goyal, Anupa Patel, Muhammad S Khan, Abu B Sheikh

Faculty, Staff and Student Publications

Patients with cirrhosis that are hospitalized with COVID-19 infection have been found to have worse outcomes. No comparative study has been conducted between gastrointestinal (GI) bleeding in patients with cirrhosis who are diagnosed with COVID-19. We utilized the National Inpatient Sample (NIS) database to perform a retrospective analysis of 24, 050 patients diagnosed with cirrhosis and COVID-19. The identified patients were separated into variceal bleeding, nonvariceal bleeding, and no (or neither) GI bleeding groups. After performing propensity sample matching and multivariate analysis of mortality, we found no significant differences in mortality among the three groups. However, the variceal bleed group …

Dietary Intake During A Pragmatic Cluster-Randomized Weight Loss Trial In An Underserved Population In Primary Care, John W. Apolzan, Corby K. Martin, Robert L. Newton, Candice A. Myers, Connie L. Arnold, Terry C. Davis, William D. Johnson, Dachuan Zhang, Christoph Höchsmann, Vivian A. Fonseca, Kara D. Denstel, Emily F. Mire, Benjamin F. Springgate, Carl J. Lavie, Peter T. Katzmarzyk, Phillip Brantley, Ronald Horswell, Tina K. Thethi, Jonathan Gugel, Eboni Price-Haywood, Kathleen B. Kennedy, Daniel F. Sarpong

School of Medicine Faculty Publications

Background: Currently there are limited data as to whether dietary intake can be improved during pragmatic weight loss interventions in primary care in underserved individuals. Methods: Patients with obesity were recruited into the PROPEL trial, which randomized 18 clinics to either an intensive lifestyle intervention (ILI) or usual care (UC). At baseline and months 6, 12, and 24, fruit and vegetable (F/V) intake and fat intake was determined. Outcomes were analyzed by repeated-measures linear mixed-effects multilevel models and regression models, which included random cluster (clinic) effects. Secondary analyses examined the effects of race, sex, age, and food security status. Results: …

Measuring Quality At The Surgeon Level, Elias A Chamely, Jonah J Stulberg

Faculty, Staff and Student Publications

Patients expect high-quality surgical care and increasingly are looking for ways to assess the quality of the surgeon they are seeing, but quality measurement is often more complicated than one might expect. Measurement of individual surgeon quality in a manner that allows for comparison among surgeons is particularly difficult. While the concept of measuring individual surgeon quality has a long history, technology now allows for new and innovative ways to measure and achieve surgical excellence. However, some recent efforts to make surgeon-level quality data publicly available have highlighted the challenges of this work. Through this chapter, the reader will be …

Nutrition In Times Of Crisis: A Qualitative Study In Siargao Island, Philippines, During The Covid-19 Pandemic, Gideon Lasco, Vincen Gregory Yu, Julie Madelo Compra, Phetdavanh Leuangvilay, Rapeepong Suphanchaimat, Yunting Zhang, Charina Javier

Development Studies Faculty Publications

Objectives

Despite the public-health significance of both malnutrition and crises, little has been done to explore the convergence of the two domains and develop ways to improve policies and practices, especially in rural communities. This article remedies that knowledge gap by focusing on nutrition-related changes, responses, and practices during crisis situations in Siargao Island, Philippines, using the COVID-19 pandemic as a backdrop.

Methods

Forty-six (46) semi-structured interviews were conducted among parents, caregivers, local health workers, and local officials of Del Carmen, Siargao Island. Principles of thematic analysis were applied to data analysis using NVivo 12. Afterwards, the preliminary data were …

Injury To Intervention: Is There Another Opportunity To Improve Burn Care?, William L. Hickerson, Jeffrey E. Carter, John Friedstat, James H. Holmes, James Hwang, Steven A. Kahn, Herbert A. Phelan, Alisa Savetamal

School of Medicine Faculty Publications

55th Annual Meeting of the American Burn Association, ABA 2023, May 16 - 19, 2023, Dallas, TX

Barriers To Colorectal Cancer Screening For Low-Income Hispanic Men In Urban Areas Between 50-75, Alex Vega

Rowan-Virtua Research Day

Colorectal cancer (CRC) is the second leading cause of cancer-related deaths in the United States. Although CRC screening rates have improved in non-Hispanic whites (NHW), Hispanic adult males (HAM) aged 50-75 in urban areas continue to experience low screening rates and higher CRC morbidity and mortality. This review aims to identify the barriers to CRC screening among HAM and propose targeted interventions to increase screening rates. A comprehensive literature review was conducted using databases such as PubMed, Scopus, and Google Scholar. Key search terms included "colorectal cancer", "screening", "Hispanic adult males", "urban", "barriers", and "interventions". Factors identified include poverty, language …

Maldi-Tof Ms Based Proteomic Fingerprinting Of Total Serum Plasma For Somatic Pain Syndromes, Isaiah Pinkerton, Venkateswar Venkataraman

Rowan-Virtua Research Day

There are racial and ethnic disparities regarding pain management within the United States, and that disproportionately affects women of color. There is also a fundamental lack of information regarding the biological mechanism by which pain sensitization and perception occurs, and how it could be affected by both neurologic and somatic pain syndromes.

Methods: Research was performed on principal electronic scientific databases including Google Scholar, PubMed, and Embase with search terms “MALDI-TOF”, “ESI-MS”, “Pain”, and “Biomarkers”, as well as other modifiers to narrow the literature search.

Results: Studies on comparison between MALDI-TOF and other traditional analysis platforms, including Electrospray Ionization (ESI-MS), …

Outcomes In Type Ii Diabetes Patients Through The Covid 19 Pandemic A Retrospective Chart Review, Zurwa Nishat, Tara Pellegrino, Robert Steer

Rowan-Virtua Research Day

Context: The COVID-19 pandemic provided a unique opportunity for urgent expansion of telemedicine services as providers continued to supply longitudinal care to patients. Patients with type II diabetes were vulnerable to serious infection with COVID-19 as well as disruption in management of their chronic disease.

Objective: To delineate the outcomes in type II diabetes patients through the COVID-19 pandemic by a retrospective chart review in which disease management was evaluated through HbA1c levels and BMI.

Methods: This retrospective chart review included adult T2DM patients receiving care from five university family medicine offices in NJ. HbA1c levels and BMI values were …

The Correlation Between Traumatic Brain Injury And Incarceration Among Adult Males In The United States, Shadi Shams

Rowan-Virtua Research Day

The United States has one of the largest growing prison populations in the world. A large amount of social and economic resources go towards the cost and maintenance of correctional facilities each year. Additionally, the current correctional programs are insufficient in assisting inmates with getting back to society; especially those with traumatic brain injury (TBI) who often remain undiagnosed and are usually treated unfairly in the prison system instead of receiving the appropriate help. Prior scholarly work has shown that patients in the post-TBI stage are more likely to enter the judicial system. In the recent population-based cohort study, the …

The Effect Of Socioeconomic Status On Primary Care Access And Cancer Screening Rates, Seth Spicer, Liam Courtney, Alyssa Laguerta, Abdul Sanni-Adam, Bharathi Balaji

Rowan-Virtua Research Day

Background: Low cancer screening rates among specific demographics are major health issues that lead to disparities in health outcomes. Early cancer detection is crucial for cure; however, it is not well known how age, race, gender, primary care access, and socio-economic status affect cancer screening rates. This review discusses the importance of cancer screening and the factors that affect screening rates.

Purpose: The purpose of this paper is to investigate how access to primary care affects cancer screening rates, with consideration to age, race, socioeconomic status, and primary care access in order to improve screening rates in underserved populations.

Methods: …

Symptom Management Care Pathway Adaptation Process And Specific Adaptation Decisions, Emily Vettese, Farha Sherani, Allison A. King, Lolie Yu, Catherine Aftandilian, Christina Baggott, Vibhuti Agarwal, Ramamoorthy Nagasubramanian, Kara M. Kelly, David R. Freyer, Etan Orgel, Scott M. Bradfield, Wade Kyono, Michael Roth, Lisa M. Klesges, Melissa Beauchemin, Allison Grimes, George Tomlinson, L. Lee Dupuis, Lillian Sung

School of Medicine Faculty Publications

BACKGROUND: There is substantial heterogeneity in symptom management provided to pediatric patients with cancer. The primary objective was to describe the adaptation process and specific adaptation decisions related to symptom management care pathways based on clinical practice guidelines. The secondary objective evaluated if institutional factors were associated with adaptation decisions. METHODS: Fourteen previously developed symptom management care pathway templates were reviewed by an institutional adaptation team composed of two clinicians at each of 10 institutions. They worked through each statement for all care pathway templates sequentially. The institutional adaptation team made the decision to adopt, adapt or reject each statement, …

Mortality And Major Adverse Cardiovascular Events In Hospitalized Patients With Atrial Fibrillation With Covid-19, Lucas Wang, Lawrence Hoang, Kristopher Aten, Mujahed Abualfoul, Victor Canela, Sri Prathivada, Michael Vu, Yi Zhao, Manavjot Sidhu

Faculty, Staff and Student Publications

COVID-19 results in increased incidence of cardiac arrhythmias, including atrial fibrillation (AF). However, little is known about the combined effect of AF and COVID-19 on patient outcomes. This study aimed to determine if AF, specifically new-onset AF (NOAF), is associated with increased risk of mortality and major adverse cardiovascular events (MACEs) in hospitalized patients with COVID-19. This multicenter retrospective analysis identified 2,732 patients with COVID-19 admitted between March and December 2020. Data points were manually reviewed in the patients' electronic health records. Multivariate logistic regression was used to assess if AF was associated with death or MACE. Patients with AF …

Implementation Of Mrsa Nasal Swabs As An Antimicrobial Stewardship Intervention To Decrease Anti-Mrsa Therapy In Covid-19 Infection, Alaina Dekerlegand, Emily Johnston, Britney Mellor, Melanie Rae Schrack, Catherine O’Neal

School of Medicine Faculty Publications

In the early stages of treating patients with SARS-CoV-2, limited information was available to guide antimicrobial stewardship interventions. The COVID-19 Task Force and Antimicrobial Stewardship Committee, at a 988-bed academic medical center, implemented the use of methicillin-resistant Staphylococcus aureus (MRSA) nasal swab polymerase chain reaction (PCR) testing to assist with the de-escalation of anti-MRSA therapy in patients with suspected superimposed bacterial pneumonia in COVID-19. A retrospective study was conducted to evaluate the impact of MRSA nasal swab PCR testing on the rate of anti-MRSA therapy between 13 April 2020 and 26 July 2020. A total of 122 patients were included …

Examining Nationwide Disparities In Managing Critical Limb Threatening Ischemia Among Individuals With Diabetes Mellitus Or End-Stage Kidney Disease By Race And Ethnicity, Daniel Dominguez, Waseem Wahood

East Florida Division GME Research Day 2023

Please see supplemental content for full abstract with tables.

Introduction: Critical Limb Threatening Ischemia (CLTI) presents a significant challenge, particularly for individuals with diabetes mellitus (DM) or End-Stage Kidney Disease (ESKD). Healthcare disparities related to race and ethnicity are a pressing concern. This study aims to examine a 16-year trend to assess whether the disparities in managing critical limb-threatening ischemia (CLTI) are diminishing among individuals with diabetes mellitus (DM) or End-Stage Kidney Disease (ESKD).

Methods: The analysis involved an examination of the National Inpatient Sample data from 2005 to 2020, with a focus on hospitalizations related to CLI. Identification of …

Stakeholder Engagement In Eight Comparative Effectiveness Trials In African Americans And Latinos With Asthma, Tiffany Dy, Winifred J Hamilton, C Bradley Kramer, Andrea Apter, Jerry A Krishnan, James W Stout, Stephen J Teach, Alex Federman, John Elder, Tyra Bryant-Stephens, Rebecca J Bruhl, Shawni Jackson, Kaharu Sumino

Faculty, Staff and Students Publications

BACKGROUND: The effects of stakeholder engagement, particularly in comparative effectiveness trials, have not been widely reported. In 2014, eight comparative effectiveness studies targeting African Americans and Hispanics/Latinos with uncontrolled asthma were funded by the Patient-Centered Outcomes Research Institute (PCORI) as part of its Addressing Disparities Program. Awardees were required to meaningfully involve patients and other stakeholders. Using specific examples, we describe how these stakeholders substantially changed the research protocols and in other ways participated meaningfully as full partners in the development and conduct of the eight studies.

METHODS: Using the method content analysis of cases, we identified themes regarding the …

Screening For Social Determinants Of Health To Improve Care In Pediatric Patients With Recurrent Urinary Tract Infections: A Scoping Review, Emily Gray Msn, Fnp-C, Michelle Rickard Dnp, Cpnp-Ac

Doctor of Nursing Practice Projects

Purpose: To describe what is known about how SDoH screening impacts adherence to treatment in pediatric patients with recurrent UTIs.

Living With Multiple Sclerosis As A Former Marathon Runner: Impact Of Attitude And Past Behaviour On Self-Care Maintenance And Perseverance, Michael Stephanou

Patient Experience Journal

As healthcare professionals, we have a duty to promote the wellbeing of individuals living with chronic diseases and this could be accomplished through the establishment of self-care strategies that are both collaborative and self-directed. Insight into the complex behaviours and backgrounds of individuals who show initiative in dealing with chronic disease could help achieve this by revealing drivers of health-seeking and engaging behaviours. Therefore, by deducing the complex interactions between attitude, past experiences and disease outlook, broader patient welfare could be championed through the implementation of targeted interventions which promote self-care in chronic disease. This article aims to explore these …

Should Health Systems Share Genetic Findings With At-Risk Relatives When The Proband Is Deceased? Interviews With Individuals Diagnosed With Lynch Syndrome, Jessica Ezzell Hunter, Jennifer L. Schneider, Alison J. Firemark, James V. Davis, Sara Gille, Pamala A. Pawloski, Su-Ying Liang, Victoria Schlieder, Alanna Kulchak Rahm

Journal of Patient-Centered Research and Reviews

Purpose: Genetic information has health implications for patients and their biological relatives. Death of a patient before sharing a genetic diagnosis with at-risk relatives is a missed opportunity to provide important information that could guide interventions to minimize cancer-related morbidity and mortality in relatives.

Methods: We performed semi-structured interviews with individuals diagnosed with Lynch syndrome at 1 of 4 health systems to explore their perspectives on whether health systems should share genetic risk information with relatives following a patient’s death. An inductive, open-coding approach was used to analyze audio-recorded content, with software-generated code reports undergoing iterative comparative analysis by a …

Efficacy Of Various Interventions For Achieving Target Hba1c Levels For Patients With Type Ii Diabetes Mellitus And On Exogenous Insulin, Caitlin S. Welch, Archie Troxel

Longitudinal Scholar's Project

Objective: To learn the rates at which patients at UT Family Medicine–St. Francis (UTFM–SF) with type II diabetes mellitus are being prescribed recommended medications—namely metformin, sodium-glucose cotransporter 2 (SGLT2) inhibitors, and glucagon-like peptide 1 receptor agonists (GLP1RAs)—whether these rates correspond to the severity of hyperglycemia (as indicated by HbA1C level). A secondary goal of the study was to investigate if HbA1C levels are being checked at recommended intervals.

Methods: A retrospective chart review was conducted using records of patients seen at the clinic in the previous four years between the ages of 18 and 65 who had visits with ICD …

Heart Failure In General And Cardiac Transplant Patients With Covid-19, Munish Sharma, Gowthami Sai Kogilathota Jagirdhar, Kalpalatha K Guntupalli, Rahul Kashyap, Salim Surani

Faculty, Staff and Students Publications

Coronavirus disease 2019 (COVID-19) is primarily an infection of the respiratory tract, but it can have multisystem manifestations. Cardiac complications of COVID-19 can range from acute myocardial injury, cardiac arrhythmias, or heart failure, amongst others. Heart failure (HF) in COVID-19 can be a de novo process or due to worsening of pre-existing cardiovascular ailment. HF in a patient with COVID-19 not only poses challenges in clinical presentation and management of COVID-19 but also affect prognosis of the patient. This article aims to succinctly revisit the implications of this pandemic regarding pre-existing HF or new-onset HF based on prevailing data. It …

Sepsis: Do The Clinical Criteria Support The Medical Coding?, April M. Insco

Theses and Dissertations (ETD)

Background: Sepsis is a condition that can be very costly and very deadly. Diagnosing sepsis can be challenging as there is not one specific test that will identify whether a patient has sepsis and there are varying opinions as to the true definition of sepsis. The definition of sepsis used for this research is a combination of System Inflammatory Response Syndrome (SIRS) with an identified infection. Medical Coders must review the documentation provided in a medical record to accurately assign an ICD-10-CM code. Administrative data is then used to provide statistical information for research purposes. When coded data is not …