Medicine and Health Sciences Commons^™

Family Physicians And Menstrual Care: An Analysis Of Cera 2023, Allison Casola, Olivia Rea, Tiffany Ho

Department of Family & Community Medicine Faculty Papers

BACKGROUND: Menstrual health is an important indicator of overall health and has large impacts on quality of life. Despite number and impact, discussion of menstruation remains largely taboo within health care. Patients and physicians are not engaging in regular, meaningful discussions on menstruation. Family physicians, as primary care providers, can facilitate these important conversations.

OBJECTIVES: We sought to understand the profile of menstrual care providing family physicians and assessed physician comfort, knowledge, training, and perceived importance regarding menstrual care.

DESIGN/METHODS: This is a cross-sectional analysis of the 2022 Council of Academic Family Medicine Educational Research Alliance survey. The survey included …

Dismantling Barriers To Hepatitis B And Delta Screening, Prevention, And Linkage To Care Among The Pwud Community In Philadelphia, Beatrice Zovich, Catherine Freeland, Holly Moore, Kara Sapp, Anousha Qureshi, Rachel Holbert, Jason Zambrano, Daljinder Bhangoo, Chari Cohen, Richard W. Hass, Amy Jessop

College of Population Health Faculty Papers

The prevalence of hepatitis B and delta viruses (HBV/HDV) among people who use drugs (PWUD) remains largely unknown. In the context of one Philadelphia-based harm reduction organization (HRO), this study aimed to assess HBV/HDV prevalence and facilitate linkage to care. Participants completed a demographic HBV/HDV risk factor survey and were screened for HBV and reflexively for HDV if positive for HBV surface antigen or isolated core antibody. Fisher's exact tests and regression were used to understand relationships between risks and HBV blood markers. Of the 498 participants, 126 (25.3%) did not have hepatitis B immunity, 52.6% had been vaccinated against …

Depression By Gender And Associated Factors Among Older Adults In India: Implications For Age-Friendly Policies, Ronak Paul, T. Muhammad, Rashmi Rashmi, Palak Sharma, Shobhit Srivastava, Preeti Zanwar

College of Population Health Faculty Papers

Inspite of implementing policies to control mental health problems, depression remains a severe health concern among older adults in India. We examined self-reported differences in the depression among older men and women in India and examined associated factors for gender differences in depression at the population level. We utilized nationally representative data from the Longitudinal Aging Study in India (LASI) wave I, for years 2017-2019. Our analytical sample comprised of 30,637 older adults ages 60 years and above (14,682 men and 15,655 women). We conducted descriptive statistics and Chi-Square tests followed by binary logistic regression and multivariate decomposition analyses to …

Evaluation Of Field Sobriety Tests For Identifying Drivers Under The Influence Of Cannabis: A Randomized Clinical Trial, Thomas D Marcotte, Anya Umlauf, David J Grelotti, Emily G Sones, Kyle F Mastropietro, Raymond T Suhandynata, Marilyn A. Huestis, Igor Grant, Robert L Fitzgerald

Institute of Emerging Health Professions Faculty Papers

IMPORTANCE: With increasing medicinal and recreational cannabis legalization, there is a public health need for effective and unbiased evaluations for determining whether a driver is impaired due to Δ9-tetrahydrocannabinol (THC) exposure. Field sobriety tests (FSTs) are a key component of the gold standard law enforcement officer-based evaluations, yet controlled studies are inconclusive regarding their efficacy in detecting whether a person is under the influence of THC.

OBJECTIVE: To examine the classification accuracy of FSTs with respect to cannabis exposure and driving impairment (as determined via a driving simulation).

DESIGN, SETTING, AND PARTICIPANTS: This double-blind, placebo-controlled parallel randomized clinical trial was …

Bioaccumulation Of Non-Essential Trace Elements Detected In Women's Follicular Fluid, Urine, And Plasma Is Associated With Poor Reproductive Outcomes Following Single Euploid Embryo Transfer: A Pilot Study, Andrea Palomar, Roberto Gonzalez-Martin, Alicia Quiñonero, Nuria Pellicer, Rocio Fernandez-Saavedra, Isabel Rucandio, Rodolfo Fernandez-Martinez, Estefania Conde-Vilda, Alberto J. Quejido, Caroline Zuckerman, Christine Whitehead, Richard T. Scott, Francisco Dominguez

Department of Obstetrics and Gynecology Faculty Papers

This study aims to determine the association of non-essential trace elements present in follicular fluid, plasma, and urine with reproductive outcomes of women undergoing intracytoplasmic sperm injection (ICSI), preimplantation genetic testing for aneuploidies (PGT-A) and single frozen euploid embryo transfer (SET/FET). This single-center, prospective cohort study included sixty women undergoing ICSI with PGT-A and SET/FET between 2018 and 2019. Urine, plasma and follicular fluid samples were collected on the vaginal oocyte retrieval day to simultaneously quantify ten non-essential trace elements (i.e., Ba, Sr, Rb, Sn, Ti, Pb, Cd, Hg, Sb, and As). We found several associations between the levels of …

African American Males Have More Distress During Cancer Treatment Than White Males, Stephanie Kjelstrom, Charis Wynn, Sharon Larson

College of Population Health Faculty Papers

African American (AA) males have a higher incidence and mortality rate for some cancers than other races and sexes, which could be associated with distress during treatment, medical mistrust, and health disparities. We hypothesize distress in AA males during treatment is higher than in other races and sexes. We assessed effect modification of moderate to severe (≥ 4) distress scores during cancer treatment by race and sex, age, and socioeconomic status (SES). National Comprehensive Cancer Network's distress thermometer (scale 0-10) and characteristics for 770 cancer patients were collected from a Philadelphia hospital. Variables included age, sex, race, smoking status, marital …

Physical And Stressful Psychological Impacts Of Prolonged Personal Protective Equipment Use During The Covid-19 Pandemic: A Cross-Sectional Survey Study, Giuseppe Candido, Costanza Tortù, Chiara Seghieri, Riccardo Tartaglia, Chiara Baglioni, Paolo Citti, Ida Marina Raciti, Micaela La Regina, Silvia Simonini, Moira Urbani, Chiara Parretti, Paul Barach

College of Population Health Faculty Papers

BACKGROUND: Healthcare workers (HCWs) caring for COVID-19 infected patients are exposed to stressful and traumatic events with potential for severe and sustained adverse mental and physical health consequences. Our aim was to assess the magnitude of physical and mental health outcomes of HCWs due to the prolonged use of personal protective equipment (PPE) treating COVID-19 patients.

METHODS: This cross-sectional study assessed the symptoms of stress, anxiety, insomnia, and psychological resilience using the Stress and Anxiety to Viral Epidemics (SAVE) scale, Insomnia Severity Index (ISI), and Resilience Scale (RS), respectively, in Italy between 1st February and 31st March 2022. The physical …

Efficacy And Safety Of Pacritinib Vs Placebo For Patients With Severe Covid-19: A Phase 2 Randomized Clinical Trial, John Cafardi, Carole Miller, Howard Terebelo, Chad Tewell, Sadia Benzaquen, David Park, Pamela Egan, Daniel Lebovic, Kristen Pettit, Eric Whitman, Douglas Tremblay, Jonathan Feld, Sarah Buckley, Karisse Roman-Torres, Jennifer Smith, Adam Craig, John Mascarenhas

Einstein Health Papers

IMPORTANCE: The morbidity and mortality associated with COVID-19 remain high despite advances in standard of care therapy, and the role of anti-inflammatory agents that inhibit the interleukin 6/JAK2 pathway is still being elucidated.

OBJECTIVE: To evaluate the efficacy and safety of the oral JAK2/IRAK1 inhibitor pacritinib vs placebo in the treatment of adults with severe COVID-19.

DESIGN, SETTING, AND PARTICIPANTS: This phase 2, double-blind, placebo-controlled, randomized clinical trial enrolled hospitalized adult patients with severe COVID-19 at 21 centers across the US between June 2020 and February 2021, with approximately 1.5 months of safety follow-up per patient. Data analysis was performed …

Methylone And Mdma Pharmacokinetics Following Controlled Administration In Humans, Lourdes Poyatos, Alfredo Fabrizio Lo Faro, Diletta Berardinelli, Giorgia Sprega, Sara Malaca, Simona Pichini, Marilyn A. Huestis, Esther Papaseit, Clara Pérez-Mañá, Francesco Paolo Busardò, Magí Farré

Institute of Emerging Health Professions Faculty Papers

The aim of this study is to define, for the first time, human methylone and HMMC plasma pharmacokinetics following controlled administration of 50–200 mg methylone to 12 male volunteers. A new LC-MS/MS method was validated to quantify methylone, MDMA, and their metabolites in plasma. The study was a randomized, cross-over, double-blinded and placebo-controlled study, with a total of 468 plasma samples collected. First, 10 µL of MDMA-d5, MDA-d5 and methylone-d3 internal standards were added to 100 µL of plasma. Two mL of chloroform and ethyl acetate 9:1 (v/v) were then added, mixed well and centrifuged. The supernatant was fortified with …

Serious Hazards Of Transfusion: Evaluating The Dangers Of A Wrong Patient Autologous Salvaged Blood In Cardiac Surgery., Masashi Uramatsu, Hideyuki Maeda, Shiro Mishima, Megumi Takahashi, Jun Wada, Kagehiro Amano, Paul Barach, Tamotsu Miki

College of Population Health Faculty Papers

BACKGROUND: The past half century has seen the near eradication of transfusion-associated hazards. Intraoperative cell salvage while widely used still poses significant risks and hazards due to human error. We report on a case in which blood collected from a patient with lung cancer was mistakenly administered to a patient undergoing cardiac surgery who should have received his own collected blood. The initial investigation found that the cause of the patient harm was violations of procedures by hospital personnel. A detailed investigation revealed that not only violations were the cause, but also that the underlying causes included haphazard organizational policies, …

Effect Of Musculature On Mortality, A Retrospective Cohort Study, Amy L Shaver, Mary E Platek, Anurag K Singh, Sung Jun Ma, Mark Farrugia, Gregory Wilding, Andrew D Ray, Heather M Ochs-Balcom, Katia Noyes

Department of Medical Oncology Faculty Papers

Background: While often life-saving, treatment for head and neck cancer (HNC) can be debilitating resulting in unplanned hospitalization. Hospitalizations in cancer patients may disrupt treatment and result in poor outcomes. Pre-treatment muscle quality and quantity ascertained through diagnostic imaging may help identify patients at high risk of poor outcomes early. The primary objective of this study was to determine if pre-treatment musculature was associated with all-cause mortality.

Methods: Patient demographic and clinical characteristics were abstracted from the cancer center electronic database (n = 403). Musculature was ascertained from pre-treatment CT scans. Propensity score matching was utilized to adjust for confounding …

Parents' Reports Of Children's Physical And Sedentary Behavior Engagement Among Parents In Weight Management, Catherine Van Fossen, Haley Kiser, Callie Lambert Brown, Joseph Skelton, Keeley Jean Pratt

Department of Psychiatry and Human Behavior Faculty Papers

Background: The purpose of this study was to explore the associations between demographics, family exercise participation, family discouragement of exercise, and the children's physical and sedentary behaviors to identify specific areas of physical activity intervention for children with parents engaged in medical weight management (MWM).

Methods: Parents (n = 294) of children aged 2-18 years old were recruited from two university MWM programs to complete a one-time survey. Bivariate analyses tested associations.

Results: Parents reported that sedentary activity was higher for children who identified as racial minorities (t(141) = -2.05, p < 0.05). Mobile phone and tablet use was higher for adolescents compared to school age and young children (H(2) = 10.96, p < 01) Exercise game use was higher for racial minority children compared to white children (U = 9440.5, z = 2.47, p ≤ 0.03). Male children (t(284) = 1.83, p < 0.07), children perceived to have a healthy weight status (t(120) = 4.68, p < 0.00), and younger children (t(289) = 1.79, p < 0.08) all engaged in more strenuous physical activity. Family exercise participation (t(162) = -2.93, p < 0.01) and family discouragement of exercise (U = 7813.50, z = -2.06, p ≤ 0.04) were significantly higher for children in racial minority families.

Conclusions: Future work should determine methods to engage children …

Evaluation Of Pediatric Rheumatology Telehealth Satisfaction During The Covid-19 Pandemic, Lindsay N Waqar-Cowles, John Chuo, Pamela F Weiss, Sabrina Gmuca, Marianna Lanoue, Jon M Burnham

College of Population Health Faculty Papers

Background: During the Coronavirus disease 2019 pandemic, ambulatory pediatric rheumatology healthcare rapidly transformed to a mainly telehealth model. However, pediatric patient and caregiver satisfaction with broadly deployed telehealth programs remains largely unknown. This study aimed to evaluate patient/caregiver satisfaction with telehealth and identify the factors associated with satisfaction in a generalizable sample of pediatric rheumatology patients.

Methods: Patients with an initial telehealth video visit with a rheumatology provider between April and June 2020 were eligible. All patients/caregivers were sent a post-visit survey to assess a modified version of the Telehealth Usability Questionnaire (TUQ) and demographic and clinical characteristics. TUQ total …

Reduction In Unplanned Hospitalizations Associated With A Physician Focused Intervention To Reduce Potentially Inappropriate Medication Use Among Older Adults: A Population-Based Cohort Study., M Alcusky, R B Thomas, N Jafari, Scott W Keith, A Kee, S Del Canale, M Lombardi, Vittorio Maio

College of Population Health Faculty Papers

BACKGROUND: A multimodal general practitioner-focused intervention in the Local Health Authority (LHA) of Parma, Italy, substantially reduced the prevalence of potentially inappropriate medication (PIM) use among older adults. Our objective was to estimate changes in hospitalization rates associated with the Parma LHA quality improvement initiative that reduced PIM use.

METHODS: This population-based longitudinal cohort study was conducted among older residents (> 65 years) using the Parma LHA administrative healthcare database. Crude and adjusted unplanned hospitalization rates were estimated in 3 periods (pre-intervention: 2005-2008, intervention: 2009-2010, post-intervention: 2011-2014). Multivariable negative binomial models estimated trends in quarterly hospitalization rates among individuals at …

A Brazilian National Preparedness Survey Of Anesthesiologists During The Coronavirus Pandemic, Vinícius Caldeira Quintão, Claudia Marquez Simões, Gibran Elias Harcha Munoz, Paul Barach, Maria José Carvalho Carmona, Brazilian Network For Research On Complications In Anesthesia Branca

College of Population Health Faculty Papers

No abstract provided.

The Health-Related Quality Of Life, Work Productivity, Healthcare Resource Utilization, And Economic Burden Associated With Levels Of Suicidal Ideation Among Patients Self-Reporting Moderately Severe Or Severe Major Depressive Disorder In A National Survey., Carmela Benson, David Singer, Colleen M Carpinella, May Shawi, Larry Alphs

College of Population Health Faculty Papers

Background: Suicidal ideation (SI) is a cardinal aspect of major depressive disorder (MDD); however, patient-reported outcomes data from large-scale surveys are limited concerning SI in the context of MDD. This study aims to understand the association between varying levels of SI and health-related quality of life (HRQoL), work productivity, healthcare resource utilization (HRU), and associated costs in patients with moderately severe/severe MDD.

Methods: This was a retrospective, cross-sectional analysis of 2013 national survey data. Patients who self-reported moderately severe or severe MDD and completed the Short Form Survey Version 2 (SF-36v2), Work Productivity Loss and Activity Impairment questionnaire (WPAI), and …

We Know Health Is Not Elective: Impacts Of Covid-19., David B. Nash, Mark Angelo, Esther J Nash, Jonathan L Gleason, Bruce A Meyer

College of Population Health Faculty Papers

Several months into the impact of the global COVID-19 pandemic, the authors use the framework of "radical uncertainty" and specific regional health care data to understand current and future health and economic impacts. Four key areas of discussion included are: (1) How did structural health care inequality manifest itself during the closure of all elective surgeries and visits?; (2) How can we really calculate the so-called untold burden that resulted from the closure, with a special emphasis on primary care?; (3) The Pennsylvania experience - using observations from the population of one major delivery ecosystem (Jefferson Health), a major accountable …

Do Employees From Less-Healthy Communities Use More Care And Cost More? Seeking To Establish A Business Case For Investment In Community Health., Russell K. Mcintire, Martha C. Romney, Greg Alonzo, Jill Hutt, Lauren Bartolome, Greg Wood, Gary Klein, Neil I. Goldfarb

College of Population Health Faculty Papers

INTRODUCTION: Few studies have examined the impact of community health on employers. We explored whether employed adults and their adult dependents living in less-healthy communities in the greater Philadelphia region used more care and incurred higher costs to employers than employees from healthier communities.

METHODS: We used a multi-employer database to identify adult employees and dependents with continuous employment and mapped them to 31 zip code regions. We calculated community health scores at the regional level, by using metrics similar to the Robert Wood Johnson Foundation (RWJF) County Health Rankings but with local data. We used descriptive analyses and multilevel …

The Jefferson Scale Of Empathy: A Nationwide Study Of Measurement Properties, Underlying Components, Latent Variable Structure, And National Norms In Medical Students., Mohammadreza Hojat, Jennifer Desantis, Stephen C. Shannon, Luke H. Mortensen, Mark R. Speicher, Lynn Bragan, Marianna Lanoue, Leonard H. Calabrese

College of Population Health Faculty Papers

The Jefferson Scale of Empathy (JSE) is a broadly used instrument developed to measure empathy in the context of health professions education and patient care. Evidence in support of psychometrics of the JSE has been reported in health professions students and practitioners with the exception of osteopathic medical students. This study was designed to examine measurement properties, underlying components, and latent variable structure of the JSE in a nationwide sample of first-year matriculants at U.S. colleges of osteopathic medicine, and to develop a national norm table for the assessment of JSE scores. A web-based survey was administered at the beginning …

Use Of International Classification Of Diseases, Ninth Revision Codes For Obesity: Trends In The United States From An Electronic Health Record-Derived Database., Michelle Mocarski, Ye Tian, B. Gabriel Smolarz, John Mcana, Albert Crawford

College of Population Health Faculty Papers

Obesity is a potentially modifiable risk factor for many diseases, and a better understanding of its impact on health care utilization, costs, and medical outcomes is needed. The ability to accurately evaluate obesity outcomes depends on a correct identification of the population with obesity. The primary objective of this study was to determine the prevalence and accuracy of International Classification of Diseases, Ninth Revision (ICD-9) coding for overweight and obesity within a US primary care electronic health record (EHR) database compared against actual body mass index (BMI) values from recorded clinical patient data; characteristics of patients with obesity who did …

Internet And Social Media Access Among Youth Experiencing Homelessness: Mixed-Methods Study., Lauren A. Houdek Vonholtz, Rosemary Frasso, Jesse M. Golinkoff, Alicia J. Lozano, Alexandra Hanlon, Nadia Dowshen

College of Population Health Faculty Papers

BACKGROUND: Youth experiencing homelessness are at a risk for a variety of adverse outcomes. Given the widespread use of the internet and social media, these new technologies may be used to address their needs and for outreach purposes. However, little is known about how this group uses these resources.

OBJECTIVE: This study investigated how homeless adolescents use these technologies for general and health-related purposes, whether the scope of their use changes with housing status, and their interest in a website dedicated to youth experiencing homelessness.

METHODS: A convenience sample of youth aged 18 to 21 years was recruited from a …

Lessons From The Field: The Conduct Of Randomized Controlled Trials In Botswana., Janice M. Bonsu, Rosemary Frasso, Allison E. Curry

College of Population Health Faculty Papers

BACKGROUND: The conduct of randomized controlled trials (RCTs) in low-resource settings may present unique financial, logistic, and process-related challenges. Middle-income countries that have comparable disease burdens to low-income countries, but greater availability of resources, may be conducive settings for RCTs. Indeed, the country of Botswana is experiencing a rapid increase in the conduct of RCTs. Our objective was to explore the experiences of individuals conducting RCTs in Botswana to gain an understanding of the challenges and adaptive strategies to their work.

METHODS: We conducted in-depth interviews with 14 national and international individuals working on RCTs in Botswana. Participants included principal …

Analyzing The Health Care Cost Curve: A Case Study., Robert D. Lieberthal

College of Population Health Faculty Papers

This case study uses data from a self-insured employer plan to perform an analysis into the properties of the health care cost curve. The analysis shows that one statistical property of the health care cost curve is that costs rise continuously, not on an annual or monthly basis. Graphical analysis indicates that managed care techniques used to restrain costs can also smooth utilization, producing the continuously growing cost curve observed. The analysis further illustrates that there is no one "cost curve"-analysis must be segmented by population. Finally, the power of predictive models to fit the cost curve varies by population. …

Appropriate Medication Prescribing In Elderly Patients: How Knowledgeable Are Primary Care Physicians? A Survey Study In Parma, Italy., Vittorio Maio, Pharmd, Ms, Mph, Eric Jutkowitz, Ba, Karina Herrera Ba, Ms, Safiya Abouzaid Pharmd, Giavanna Negri, Pharmd, Stefano Del Canale, Md, Phd

College of Population Health Faculty Papers

What is known and Objective:  Increasing attention is being paid to inappropriate medication prescribing for the elderly. A growing body of studies have detected a prevalence of inappropriate prescribing ranging from 12% to 40% worldwide, including Regione Emilia-Romagna, Italy. To improve quality of prescribing, a multi-phase pilot project in the Local Health Unit (LHU) of Parma, Regione Emilia-Romagna, was established. This phase aimed to assess primary care physicians' knowledge of appropriate prescribing in elderly patients. Methods:  In total, 155 primary care physicians (51% of the total), convened by the LHU of Parma for an educational session, were asked to complete …

Beta-Blocker Initiation And Adherence After Hospitalization For Acute Myocardial Infarction., Vittorio Maio, Pharmd, Ms, Msph, Massimiliano Marino, Phd, Mary Robeson, Md, Joshua J Gagne, Pharmd, Ms

College of Population Health Faculty Papers

Aims: We sought to: (1) estimate the proportion of patients who initiated beta-blocker therapy after acute myocardial infarction (AMI) in Regione Emilia-Romagna (RER); (2) examine predictors of post-AMI beta-blocker initiation; and (3) assess adherence to such therapy.

Methods and Results: Using healthcare claims data covering all of RER, we identified a cohort of 24,367 patients with a hospitalization for AMI between 2004 and 2007, who were discharged from the hospital alive and without contraindications to beta-blocker therapy. We estimated the proportion of eligible patients with at least one prescription for a beta-blocker following discharge and performed a multivariable logistic regression …

Clinical And Economic Impact Of Infusion Reactions In Patients With Colorectal Cancer Treated With Cetuximab., K A Foley, P F Wang, B L Barber, S R Long, J E Bagalman, V Wagner, X Song, Z Zhao

College of Population Health Faculty Papers

BACKGROUND: Systemic agents in cancer treatment were often associated with possible infusion reactions (IRs). This study estimated the incidence of IRs requiring medical intervention and assessed the clinical and economic impacts of IRs in patients with colorectal cancer (CRC) treated with cetuximab.

PATIENTS AND METHODS: Details on patients with CRC receiving cetuximab in 2004-2006 were extracted from a large USA administrative claims database. IRs were identified based on the occurrence of outpatient treatment, emergency room (ER) visit, and/or hospitalization for hypersensitivity and allergic reactions. Multivariate regressions were used to examine potential risk factors and quantify the economic impact of IRs. …

Comparison Of Ge Centricity Electronic Medical Record Database And National Ambulatory Medical Care Survey Findings On The Prevalence Of Major Conditions In The United States., Albert G. Crawford, Christine Cote, Joseph Couto, Mehmet Daskiran, Candace Gunnarsson, Kara Haas, Sara Haas, Somesh C Nigam, Rob Schuette, Joseph Yaskin

College of Population Health Faculty Papers

The study objective was to facilitate investigations by assessing the external validity and generalizability of the Centricity Electronic Medical Record (EMR) database and analytical results to the US population using the National Ambulatory Medical Care Survey (NAMCS) data and results as an appropriate validation resource. Demographic and diagnostic data from the NAMCS were compared to similar data from the Centricity EMR database, and the impact of the different methods of data collection was analyzed. Compared to NAMCS survey data on visits, Centricity EMR data shows higher proportions of visits by younger patients and by females. Other comparisons suggest more acute …

Indirect Costs Associated With Surgery For Low Back Pain-A Secondary Analysis Of Clinical Trial Data., Reginald Fayssoux, Neil I Goldfarb, Alexander R Vaccaro, James Harrop

College of Population Health Faculty Papers

This study examines the indirect costs associated with surgery for axial low back pain using data obtained from a prospective multicenter clinical trial that compared Charité artificial disc replacement with anterior lumbar interbody fusion using iliac crest bone graft. While 75% of study subjects reported full- or part-time employment prior to surgery, this percentage dropped to 45% at 6 weeks postoperatively. Return to preoperative employment levels occurred at approximately 6 months postoperatively. Two years after surgery, employment levels were 16% higher than preoperative levels. Lost productivity related to absenteeism resulted in lost wages averaging $2884 per patient during the first …