All Publications


  • How to Value a Life Without Limits: Quantifying Suffering With Quality-Adjusted Life-Years in Social Anxiety Disorder. The Journal of clinical psychiatry Havlik, J. L., Rhee, T. G. 2024; 85 (2)

    View details for DOI 10.4088/JCP.23com15379

    View details for PubMedID 38814116

  • Association of mental health related quality of life and other factors with treatment seeking for substance use disorders: A comparison of SUDs rooted in legal, partially legal, and illegal substances PLOS ONE Havlik, J. L., Rhee, T. G., Rosenheck, R. A. 2024; 19 (4): e0302544

    Abstract

    The association of subjective mental health-related quality of life (MHRQOL) and treatment use among people experiencing common substance use disorders (SUDs) is not known. Furthermore, the association of a given substance's legal status with treatment use has not been studied. This work aims determine the association of MHRQOL with SUD treatment use, and how substance legal status modulates this relationship. Our analysis used nationally-representative data from the NESARC-III database of those experiencing past-year SUDs (n = 5,808) to compare rates of treatment use and its correlates among three groups: those with illicit substance use disorders (ISUDs); those with partially legal substance use disorders, i.e., cannabis use disorder (CUD); and those with fully legal substance use disorders, i.e., alcohol use disorder (AUD). Survey-weighted multiple regression analysis was used to assess the association of MHRQOL with likelihood of treatment use among these three groups, both unadjusted and adjusted for sociodemographic, behavioral, and diagnostic factors. Adults with past-year ISUDs were significantly more likely to use treatment than those with CUD and AUD. Among those with ISUDs, MHRQOL had no significant association with likelihood of treatment use. Those with past-year CUD saw significant negative association of MHRQOL with treatment use in unadjusted analysis, but not after controlling for diagnostic and other behavioral health factors. Those with past-year AUD had significant negative association of MHRQOL with treatment use in both unadjusted and adjusted analysis. If legalization and decriminalization continue, there may be a greater need for effective public education and harm reduction services to address this changing SUD landscape.

    View details for DOI 10.1371/journal.pone.0302544

    View details for Web of Science ID 001214099700033

    View details for PubMedID 38683850

    View details for PubMedCentralID PMC11057773

  • The Use of Mobile Medical Units for Populations Experiencing Homelessness in the United States: A Scoping Review JOURNAL OF GENERAL INTERNAL MEDICINE Christian, N. J., Havlik, J., Tsai, J. 2024; 39 (8): 1474-1487

    Abstract

    With annual point-in-time counts indicating a rise in unsheltered homelessness in the United States, much attention has been paid to how to best provide care to this population. Mobile medical units (MMUs) have been utilized by many programs. However, little is known regarding the evidence behind their effectiveness. A scoping review is conducted of research on MMU provision of medical services for populations experiencing homelessness in the USA to examine the extent and nature of research activity, summarize available evidence, and identify research gaps in the existing literature. Following guidelines for scoping reviews, PubMed and Google Scholar were used to identify an initial 294 papers published from January 1, 1980, to May 1, 2023, using selected keywords, which were distilled to a final set of 50 studies that met eligibility criteria. Eligible articles were defined as those that pertain to the provision of healthcare (inclusive of dental, vision, and specialty services) to populations experiencing homelessness through a MMU in the United States and have been published after peer review. Of the 50 studies in the review, the majority utilized descriptive (40%) or observational methods (36%), with 4 review and 8 controlled studies and no completed randomized controlled trials. Outcome measures utilized by studies include MMU services provided (58%), patient demographics (34%), health outcomes (16%), patient-centered measures (14%), healthcare utilization (10%) and cost analysis (6%). The studies that exist suggest MMUs can facilitate effective treatment of substance use disorders, provision of primary care, and services for severe mental illness among people experiencing homelessness. MMUs have potential to provide community-based healthcare services in settings where homeless populations reside, but the paucity of randomized controlled trials indicates further research is needed to understand if MMUs are more effective than other care delivery models tailored to populations experiencing homelessness.

    View details for DOI 10.1007/s11606-024-08731-9

    View details for Web of Science ID 001190493800002

    View details for PubMedID 38528232

    View details for PubMedCentralID PMC11169337

  • Association of Malnutrition with Surgical and Hospital Outcomes after Spine Surgery for Spinal Metastases: A National Surgical Quality Improvement Program Study of 1613 Patients JOURNAL OF CLINICAL MEDICINE Elsamadicy, A. A., Havlik, J., Reeves, B. C., Sherman, J. Z., Craft, S., Serrato, P., Sayeed, S., Koo, A. B., Khalid, S. I., Lo, S., Shin, J. H., Mendel, E., Sciubba, D. M. 2024; 13 (6)

    Abstract

    Background: Malnutrition is a common condition that may exacerbate many medical and surgical pathologies. However, few have studied the impact of malnutrition on surgical outcomes for patients undergoing surgery for metastatic disease of the spine. This study aims to evaluate the impact of malnutrition on perioperative complications and healthcare resource utilization following surgical treatment of spinal metastases. Methods: We conducted a retrospective cohort study using the 2011-2019 American College of Surgeons National Surgical Quality Improvement Program database. Adult patients with spinal metastases who underwent laminectomy, corpectomy, or posterior fusion for extradural spinal metastases were identified using the CPT, ICD-9-CM, and ICD-10-CM codes. The study population was divided into two cohorts: Nourished (preoperative serum albumin values ≥ 3.5 g/dL) and Malnourished (preoperative serum albumin values < 3.5 g/dL). We assessed patient demographics, comorbidities, intraoperative variables, postoperative adverse events (AEs), hospital LOS, discharge disposition, readmission, and reoperation. Multivariate logistic regression analyses were performed to identify the factors associated with a prolonged length of stay (LOS), AEs, non-routine discharge (NRD), and unplanned readmission. Results: Of the 1613 patients identified, 26.0% were Malnourished. Compared to Nourished patients, Malnourished patients were significantly more likely to be African American and have a lower BMI, but the age and sex were similar between the cohorts. The baseline comorbidity burden was significantly higher in the Malnourished cohort compared to the Nourished cohort. Compared to Nourished patients, Malnourished patients experienced significantly higher rates of one or more AEs (Nourished: 19.8% vs. Malnourished: 27.6%, p = 0.004) and serious AEs (Nourished: 15.2% vs. Malnourished: 22.6%, p < 0.001). Upon multivariate regression analysis, malnutrition was found to be an independent and associated with an extended LOS [aRR: 3.49, CI (1.97, 5.02), p < 0.001], NRD [saturated aOR: 1.76, CI (1.34, 2.32), p < 0.001], and unplanned readmission [saturated aOR: 1.42, CI (1.04, 1.95), p = 0.028]. Conclusions: Our study suggests that malnutrition increases the risk of postoperative complication, prolonged hospitalizations, non-routine discharges, and unplanned hospital readmissions. Further studies are necessary to identify the protocols that pre- and postoperatively optimize malnourished patients undergoing spinal surgery for metastatic spinal disease.

    View details for DOI 10.3390/jcm13061542

    View details for Web of Science ID 001193410200001

    View details for PubMedID 38541767

    View details for PubMedCentralID PMC10971134

  • The Top 50 Articles and Authors of the New Millennium in Psychiatry: A Bibliometric Analysis CUREUS JOURNAL OF MEDICAL SCIENCE Havlik, J. L., Uranga, S. I., Lee, M. S., Magallanes, S., Wahid, S., Rhee, T. 2024; 16 (2): e54762

    Abstract

    The field of psychiatry faces significant challenges in the new millennium, marked by a surge in mental health diagnoses coupled with barriers to accessing adequate care. Despite obstacles, notable advancements have been achieved throughout the field, including the release of DSM-5, the introduction of esketamine, and the development of innovative assessment tools. This study aims to comprehensively analyze recent advances in psychiatry by examining the top 50 most cited articles and authors since 2000, addressing a gap in the literature left by previous subfield-focused bibliometric studies. Utilizing the Web of Science (WOS) database, this bibliometric analysis examined all publications in psychiatric journals from January 1, 2000, to September 18, 2022. The top 50 most cited articles and authors were identified and characterized based on various metrics, including times cited, article type, and institutional affiliations. WOS extracted 699,005 articles, with authors from the United States contributing the highest number of publications. The top 50 articles spanned a variety of formats, with cross-sectional studies, new measures, literature reviews, and randomized controlled trials being the most prevalent. The American Journal of Psychiatry emerged as the leading journal, hosting eight of the top 50 articles. Among the top 50 authors, female representation was limited, comprising 24% of first authors and 22% overall. Institutional affiliations revealed a majority of top authors worked at universities affiliated with the top 40 NIH-funded departments of psychiatry, with those affiliated with Harvard University leading in authorship contributions. This study sheds light on recent advancements in psychiatry, emphasizing the underrepresentation of female authors and the prevalence of top authors affiliated with major NIH-funded programs. This bibliometric analysis provides a comprehensive overview of recent advances and the top recent contributors in the field, fostering a deeper understanding of the evolving landscape of psychiatry in the new millennium.

    View details for DOI 10.7759/cureus.54762

    View details for Web of Science ID 001221132700022

    View details for PubMedID 38523957

    View details for PubMedCentralID PMC10961096

  • Recent Advances in the Treatment of Treatment-Resistant Depression: A Narrative Review of Literature Published from 2018 to 2023 CURRENT PSYCHIATRY REPORTS Havlik, J. L., Wahid, S., Teopiz, K. M., Mcintyre, R. S., Krystal, J. H., Rhee, T. 2024; 26 (4): 176-213

    Abstract

    We review recent advances in the treatment of treatment-resistant depression (TRD), a disorder with very limited treatment options until recently. We examine advances in psychotherapeutic, psychopharmacologic, and interventional psychiatry approaches to treatment of TRD. We also highlight various definitions of TRD in recent scientific literature.Recent evidence suggests some forms of psychotherapy can be effective as adjunctive treatments for TRD, but not as monotherapies alone. Little recent evidence supports the use of adjunctive non-antidepressant pharmacotherapies such as buprenorphine and antipsychotics for the treatment of TRD; side effects and increased medication discontinuation rates may outweigh the benefits of these adjunctive pharmacotherapies. Finally, a wealth of recent evidence supports the use of interventional approaches such as electroconvulsive therapy, ketamine/esketamine, and transcranial magnetic stimulation for TRD. Recent advances in our understanding of how to treat TRD have largely expanded our knowledge of best practices in, and efficacy of, interventional psychiatric approaches. Recent research has used a variety of TRD definitions for study inclusion criteria; research on TRD should adhere to inclusion criteria based on internationally defined guidelines for more meaningfully generalizable results.

    View details for DOI 10.1007/s11920-024-01494-4

    View details for Web of Science ID 001168525400001

    View details for PubMedID 38386251

    View details for PubMedCentralID 10503923

  • "Black Is Not Monolithic": Complexities in COVID-19 Vaccine Decision-Making JOURNAL OF RACIAL AND ETHNIC HEALTH DISPARITIES Wu, M., Havlik, J., Reese, K., Felisca, K., Loyal, J. 2024

    Abstract

    Longstanding inequities in the USA have resulted in the disproportionate impact of COVID-19 on Black Americans. Coupled with medical mistrust, COVID-19 vaccine uptake is lower in Black populations.We sought to understand the perspectives of Black parents on the COVID-19 pandemic, COVID-19 vaccination for themselves and their children, and trust with the medical community. Using qualitative methodology, we conducted in-depth semi-structured in-person interviews of Black parents of children admitted to the inpatient pediatric units in our tertiary academic medical center in Connecticut from July to November 2021. We used the grounded theory approach, and the constant comparative method until saturation was reached.We interviewed 20 parents who identified as Black; 50% were vaccinated against COVID-19. The following 5 themes and sub-themes emerged: (1) mixed feelings influenced COVID-19 vaccine decision-making ranging from much needed relief and feelings of uncertainty, distrust, and fear; (2) COVID-19 vaccine uptake was influenced by individual and family's health concerns and job or school mandates; (3) deferring the COVID-19 vaccine was influenced by the perception of risk and concerns about vaccine integrity; (4) institutional mistrust within the Black community bred by systemic racism influenced vaccine decision-making; and (5) conflicted feelings about the COVID-19 vaccine for their child.Our findings reiterate the complexities around vaccine decision-making and underscore the importance of recognizing the pervasive influence of institutional mistrust when counseling Black families about the COVID-19 vaccine.

    View details for DOI 10.1007/s40615-024-01944-y

    View details for Web of Science ID 001161404400001

    View details for PubMedID 38353920

    View details for PubMedCentralID 5706780

  • Comparison of industry payments to psychiatrists and psychiatric advanced practice clinicians in the USA, 2021: a cross-sectional study BMJ OPEN Havlik, J., Ososanya, L., Lee, M. S., Wahid, S., Heyang, M., Sun, Q., Ross, J. S., Rhee, T. 2024; 14 (2): e081252

    Abstract

    To compare industry payment patterns among US psychiatrists and psychiatric advanced practice clinicians (APCs) and determine how scope of practice laws has influenced these patterns.Cross-sectional study.This study used the publicly available US Centers for Medicare and Medicaid Services Sunshine Act Open Payment database and the National Plan and Provider Enumeration System (NPPES) database for the year 2021.All psychiatrists and psychiatric APCs (subdivided into nurse practitioners (NPs) and clinical nurse specialists (CNSs)) included in either database.Number and percentage of clinicians receiving industry payments and value of payments received. Total payments and number of transactions by type of payment, payment source and clinician type were also evaluated.A total of 85 053 psychiatric clinicians (61 011 psychiatrists (71.7%), 21 895 NPs (25.7%), 2147 CNSs (2.5%)) were reviewed; 16 240 (26.6%) psychiatrists received non-research payment from industry, compared with 10 802 (49.3%) NPs and 231 (10.7%) CNSs (p<0.001) for pairwise comparisons). Psychiatric NPs were significantly more likely to receive industry payments compared with psychiatrists (incidence rate ratio (IRR), 1.85 (95% CI 1.81 to 1.88); p<0.001)). Compared with psychiatrists, NPs were more likely to receive payments of > United States Dollars (US) $) 100 (33.9% vs 14.6%; IRR, 2.14 (2.08 to 2.20); p<0.001) and > US$ 1000 (5.3% vs 4.1%; IRR, 1.29 (1.20 to 1.38); p<0.001) but less likely to receive > US$ 10 000 (0.4% vs 1.0%; IRR, 0.39 (0.31 to 0.49); p<0.001). NPs in states with 'reduced' or 'restricted' scope of practice received more frequent payments (reduced: IRR, 1.22 (1.18 to 1.26); restricted: IRR, 1.26 (1.22 to 1.30), both p<0.001).Psychiatric NPs were nearly two times as likely to receive industry payments as psychiatrists, while psychiatric CNSs were less than half as likely to receive payment. Stricter scope of practice laws increases the likelihood of psychiatric NPs receiving payment, the opposite of what was found in a recent specialty agnostic study.

    View details for DOI 10.1136/bmjopen-2023-081252

    View details for Web of Science ID 001185044000010

    View details for PubMedID 38331855

    View details for PubMedCentralID PMC10860012

  • Distribution of CARES Act Provider Relief Funding to Psychiatric Care Organizations PSYCHIATRIC SERVICES Havlik, J. L., Wahid, S., Ososanya, L., Tang, D., Lee, M. S., Tsai, J. 2024; 75 (2): 194-197

    Abstract

    More than $100 billion in Coronavirus Aid, Relief, and Economic Security (CARES) Act funding was intended to support financially stressed health care providers during the COVID-19 pandemic. The distribution of the CARES Act's Provider Relief Fund among psychiatrists is poorly understood. Analyzing funding received by 2,593 psychiatric care organizations (PCOs), the authors found that funding was more equally distributed across care organizations of different sizes in psychiatry versus other specialties. Substantially less relief funding was received by PCOs per provider relative to other specialties. This disparity in relief funding is surprising given that specific earmarks of the CARES Act were intended to improve U.S. mental health care capacity, meriting further attention.

    View details for DOI 10.1176/appi.ps.20230040

    View details for Web of Science ID 001199786200003

    View details for PubMedID 37674396

  • Characterization of quality of life among individuals with current treated, untreated, and past alcohol use disorder AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE Havlik, J. L., Rhee, T., Rosenheck, R. A. 2023; 49 (6): 787-798

    Abstract

    Background: Understanding health-related quality of life (HRQOL) among those who seek treatment for their alcohol use disorder (AUD) and those not seeking AUD treatment is critical to decreasing morbidity and mortality, yet HRQOL in these groups has been little characterized.Objectives: Characterize HRQOL among those who meet diagnostic criteria for AUD, both receiving and not receiving treatment.Methods: This analysis used the NESARC-III database (n = 36,309; female = 56.3%), a nationally representative survey of US adults, to compare four groups: those treated for current AUD; those untreated for current AUD; those with past AUD only; and those who never met criteria for AUD. Multiple regression analysis was used to account for differences in sociodemographic and other behavioral factors across these groups. HRQOL was operationalized using annual quality-adjusted life years (QALYs).Results: Patients treated for past-year AUD had a deficit of 0.07 QALYs/year compared to those who never met criteria for AUD (P < .001). They retained a still clinically meaningful 0.03 QALYs/year deficit after controlling for concomitant psychiatric disorders and other behavioral health factors (P < .001). Those with past-year untreated AUD or past AUD had a near-zero difference in QALYs compared with those who never met criteria for AUD.Conclusion: These findings suggest that previously-reported differences in HRQOL associated with AUD may be due to the problems of the relatively small sub-group who seek treatment. Clinicians seeking to treat those with currently untreated AUD may do better to focus on the latent potential health effects of AUD instead of current HRQOL concerns.

    View details for DOI 10.1080/00952990.2023.2245125

    View details for Web of Science ID 001083491000001

    View details for PubMedID 37788415

  • Association Between Intravenous to Oral Opioid Transition Time and Length of Hospital Stay After Posterior Spinal Fusion for Adolescent Idiopathic Scoliosis INTERNATIONAL JOURNAL OF SPINE SURGERY Hengartner, A. C., Havlik, J., David, W. B., Reeves, B. C., Freedman, I. G., Sarkozy, M., Maloy, G., Fernandez, T., Craft, S., Koo, A. B., Tuason, D. A., DiLuna, M., Elsamadicy, A. A. 2023; 17 (3): 468-476

    Abstract

    Transitioning from intravenous (IV) to oral opioids after posterior spinal fusion (PSF) for adolescent idiopathic scoliosis (AIS) is necessary during the postoperative course. However, few studies have assessed the effects of longer transition times on hospital length of stay (LOS). This study investigated the impact of longer IV to oral opioid transition times on LOS after PSF for AIS.The medical records of 129 adolescents (10-18 years old) with AIS undergoing multilevel PSF at a major academic institution from 2013 to 2020 were reviewed. Patients were categorized by IV to oral opioid transition time: normal (≤2 days) vs prolonged (≥3 days). Patient demographics, comorbidities, deformity characteristics, intraoperative variables, postoperative complications, and LOS were assessed. Multivariate analyses were used to determine odds ratios for risk-adjusted extended LOS.Of the 129 study patients, 29.5% (n = 38) had prolonged IV to oral transitions. Demographics and comorbidities were similar between the cohorts. The major curve degree (P = 0.762) and median (interquartile range) levels fused (P = 0.447) were similar between cohorts, but procedure time was significantly longer in the prolonged cohort (normal: 6.6 ± 1.2 hours vs prolonged: 7.2 ± 1.3 hours, P = 0.009). Postoperative complication rates were similar between the cohorts. Patients with prolonged transitions had significantly longer LOS (normal: 4.6 ± 1.3 days vs prolonged: 5.1 ± 0.8 days, P < 0.001) but similar discharge disposition (P = 0.722) and 30-day readmission rates (P > 0.99). On univariate analysis, transition time was significantly associated with extended LOS (OR: 2.0, 95% CI [0.9, 4.6], P = 0.014), but this assocation was not significant on multivariate analysis (adjusted OR: 2.1, 95% CI [1.3, 4.8], P = 0.062).Longer postoperative IV to oral opioid transitions after PSF for AIS may have implications for hospital LOS.

    View details for DOI 10.14444/8448

    View details for Web of Science ID 001025831600018

    View details for PubMedID 37076256

    View details for PubMedCentralID PMC10312154

  • Characteristics of Esketamine Prescribers Among Medicare Beneficiaries in the United States, 2019-2020 JAMA NETWORK OPEN Havlik, J. L., Murphy, M. J., Gong, N., Tang, D., Krystal, J. H. 2023; 6 (4): e2311250
  • Hospital Frailty Risk Score Predicts Adverse Events and Readmission Following a Ventriculoperitoneal Shunt Surgery for Normal Pressure Hydrocephalus WORLD NEUROSURGERY Koo, A. B., Elsamadicy, A. A., Renedo, D., Sarkozy, M., Reeves, B. C., Barrows, M. M., Hengartner, A., Havlik, J., Sandhu, M. S., Antonios, J. P., Malhotra, A., Matouk, C. C. 2023; 170: E9-E20

    Abstract

    The aim of this study was to evaluate the impact of a Hospital Frailty Risk Score (HFRS) on unplanned readmission and health care resource utilization in normal pressure hydrocephalus (NPH) patients undergoing a ventriculoperitoneal (VP) shunt surgery.A retrospective cohort study was performed using the 2016-2019 Nationwide Readmission Database. All NPH patients (≥60 years) undergoing a VP shunt surgery were identified using ICD-10-CM diagnostic and procedural codes. Patients were dichotomized into 2 cohorts as follows: Low HFRS (<5) and Intermediate-High HFRS (≥5). A multivariate logistic regression analysis was then used to identify independent predictors of adverse event (AE) and 30- and 90-day readmission.Of 13,262 patients, 4386 (33.1%) had an Intermediate-High HFRS score. A greater proportion of the Intermediate-High HFRS cohort experienced at least one AE (1.9 vs. 22.1, P < 0.001). The Intermediate-High HFRS cohort also had a longer length of stay (2.3 ± 2.4 days vs. 7.0 ± 7.7 days, P < 0.001), higher non-routine discharge rate (19.9% vs. 39.9%, P < 0.001), and greater admission cost ($14,634 ± 5703 vs. $21,749 ± 15,234, P < 0.001). The Intermediate-High HFRS cohort had higher rates of 30- (7.6% vs. 11.0%, P < 0.001) and 90-day (6.8% vs. 8.3%, P < 0.001) readmissions. On a multivariate regression analysis, Intermediate-High HFRS compared to Low HFRS was an independent predictor of any AE (odds ratio, 16.6; 95% confidence interval, [12.9-21.5]; P < 0.001) and 30-day readmission (odds ratio, 1.4; 95% confidence interval, [1.2-1.7]; P < 0.001).Our study suggests that frailty, as defined by HFRS, is associated with increased resource utilization in NPH patients undergoing VP shunt surgery. Furthermore, HFRS was an independent predictor of adverse events and 30-day hospital readmission.

    View details for DOI 10.1016/j.wneu.2022.08.037

    View details for Web of Science ID 000946374800001

    View details for PubMedID 35970293

  • Primary Care for Veterans Experiencing Homelessness: a Narrative Review of the Homeless Patient Aligned Care Team (HPACT) Model JOURNAL OF GENERAL INTERNAL MEDICINE Tsai, J., Havlik, J., Howell, B. A., Johnson, E., Rosenthal, D. 2023; 38 (3): 765-783

    Abstract

    In 2011, the U.S. Department of Veterans Health (VA) implemented a homeless-tailored primary care medical home model called the Homeless Patient Aligned Care Teams (HPACTs). The impact of HPACTs on health and healthcare outcomes of veterans experiencing homelessness has not been adequately synthesized. This narrative review summarized peer-reviewed studies published in databases Ovid MEDLINE, Ovid EMBASE, and APA PsycInfo from 1946 to February 2022. Only original research studies that reported outcomes of the HPACT model were included in the review. Of 575 studies that were initially identified and screened, 26 studies met inclusion criteria and were included in this review. Included studies were categorized into studies that described the following: (1) early HPACT pilot implementation; (2) HPACT's association with service quality and utilization; and (3) specialized HPACT programs. Together, studies in this review suggest HPACT is associated with reductions in emergency department utilization and improvements in primary care utilization, engagement, and positive patient experiences; however, the methodological rigor of the included studies was low, and thus, these findings should only be considered preliminary. There is a need for randomized controlled trials assessing the impact of the PACT model on key outcomes of interest, as well as to determine whether the model is a viable way to manage healthcare for persons experiencing homelessness outside of the VA system.

    View details for DOI 10.1007/s11606-022-07970-y

    View details for Web of Science ID 000889428300001

    View details for PubMedID 36443628

    View details for PubMedCentralID PMC9971390

  • Association of inpatient opioid consumption on postoperative outcomes after open posterior spinal fusion for adult spine deformity SPINE DEFORMITY Elsamadicy, A. A., Sandhu, M. S., Reeves, B. C., Freedman, I. G., Koo, A. B., Jayaraj, C., Hengartner, A. C., Havlik, J., Hersh, A. M., Pennington, Z., Lo, S., Shin, J. H., Mendel, E., Sciubba, D. M. 2023; 11 (2): 439-453

    Abstract

    Opioids are the most commonly used analgesic in the postoperative setting. However, few studies have analyzed the impact of high inpatient opioid use on outcomes following surgery, with no current studies assessing its effect on patients undergoing spinal fusion for an adult spinal deformity (ASD). Thus, the aim of this study was to investigate risk factors for high inpatient opioid use, as well as to determine the impact of high opioid use on outcomes such as adverse events (AEs), hospital length of stay (LOS), cost of hospital admission, discharge disposition, and readmission rates in patients undergoing spinal fusion for ASD.A retrospective cohort study was performed using the Premier healthcare database from the years 2016 and 2017. All adult patients > 40 years old who underwent thoracic or thoracolumbar fusion for ASD were identified using the ICD-10-CM diagnostic and procedural coding system. Patients were then categorized into three cohorts based on inpatient opioid use: Low MME (morphine milligram equivalents), Medium MME, and High MME. Patient demographics, comorbidities, treating hospital characteristics, intraoperative variables, postoperative AEs, LOS, discharge disposition, and total cost of hospital admission were assessed in the analysis. Multivariate regression analysis was done to determine independent predictors of high inpatient MME, prolonged LOS, and increased hospital cost.Of 1673 patients included, 417 (24.9%) were classified as Low MME, 840 (50.2%) as Medium MME, and 416 (24.9%) as High MME. Age significantly decreased with increasing MME (Low: 71.0% 65 + years vs Medium: 62.0% 65 + years vs High: 47.4% 65 + years, p < 0.001), while the proportions of patients presenting with three or more comorbidities were similar across the cohorts (Low: 20.1% with 3 + comorbidities vs Medium: 18.0% with 3 + comorbidities vs High: 24.3% with 3 + comorbidities, p = 0.070). With respect to postoperative outcomes, the proportion of patients who experienced any AE (Low: 60.2% vs Medium: 68.8% vs High: 70.9%, p = 0.002), extended LOS (Low: 6.7% vs Medium: 20.7% vs High: 45.4%, p < 0.001), or non-routine discharge (Low: 66.6% vs Medium: 73.5% vs High: 80.1%, p = 0.003) each increased along with total MME. In addition, rates of 30-day readmission were greatest among the High MME cohort (Low: 8.4% vs Medium: 7.9% vs High: 12.5%, p = 0.022). On multivariate analysis, medium and high MME were associated with prolonged LOS [Medium: OR 4.41, CI (2.90, 6.97); High: OR 13.99, CI (8.99, 22.51), p < 0.001] and increased hospital cost [Medium: OR 1.69, CI (1.21, 2.39), p = 0.002; High: OR 1.66, CI (1.12, 2.46), p = 0.011]. Preadmission long-term opioid use [OR 1.71, CI (1.07, 2.7), p = 0.022], a prior opioid-related disorder [OR 11.32, CI (5.92, 23.49), p < 0.001], and chronic pulmonary disease [OR 1.39, CI (1.06, 1.82), p = 0.018] were each associated with a high inpatient MME on multivariate analysis.Our study demonstrated that increasing inpatient MME consumption was associated with extended LOS and increased hospital cost in patients undergoing spinal fusion for ASD. Further studies identifying risk factors for increased MME consumption may provide better risk stratification for postoperative opioid use and healthcare resource utilization.

    View details for DOI 10.1007/s43390-022-00609-2

    View details for Web of Science ID 000882558700002

    View details for PubMedID 36350557

    View details for PubMedCentralID 7788425

  • Quantifying the Surgical Residency Match in the Zoom Era: Applicant Volume, Match Rates, and Where We Go Next Havlik, J. L., Dey, P., Yoo, P. S., Ahuja, N. LIPPINCOTT WILLIAMS & WILKINS. 2022: S231
  • Assessment of Frailty Indices and Charlson Comorbidity Index for Predicting Adverse Outcomes in Patients Undergoing Surgery for Spine Metastases: A National Database Analysis WORLD NEUROSURGERY Elsamadicy, A. A., Havlik, J. L., Reeves, B., Sherman, J., Koo, A. B., Pennington, Z., Hersh, A. M., Sandhu, M. S., Kolb, L., Lo, S., Shin, J. H., Mendel, E., Sciubba, D. M. 2022; 164: E1058-E1070

    Abstract

    The aim of this study was to assess the predictive ability of Metastatic Spinal Tumor Frailty Index (MSTFI) and the Modified 5-Item Frailty Index (mFI-5) on adverse outcomes, compared with the known Charlson Comorbidity Index (CCI).A retrospective cohort study was performed using National Surgical Quality Improvement Program database from 2011 to 2019. All adult patients undergoing various procedures for extradural spinal metastases were identified. Patients were stratified into frail and nonfrail cohorts based on CCI, mFI-5, and MSTFI scores. A multivariate logistic regression analysis was used to identify independent predictors of prolonged length of stay, nonroutine discharge, adverse events, and unplanned readmission.Of the 1613 patients included in this study, 21.4% had a CCI >0, 56.6% had an mFI-5 >0, and 76.7% of patients had an MSTFI >0. On multivariate analysis, all 3 indices were found to be predictive of nonroutine discharge (CCI: adjusted odds ratio [aOR], 1.41 vs. mFI-5: aOR, 1.37 vs. MSTFI: aOR, 1.5) and adverse events (CCI: aOR, 1.53 vs. mFI-5: aOR, 1.23 vs. MSTFI: aOR, 1.43). High CCI (adjusted relative risk, 1.67) and MSTFI (adjusted relative risk, 1.14), but not mFI-5, were also associated with a prolonged length of stay, whereas MSTFI was found to be the only significant predictor of unplanned readmission (aOR, 1.22).Our study suggests that MSTFI frailty index may be more sensitive than both CCI and mFI-5 in identifying adverse outcomes after spine surgery for metastases.

    View details for DOI 10.1016/j.wneu.2022.05.101

    View details for Web of Science ID 000877109800016

    View details for PubMedID 35644519

  • Impact of Frailty on Morbidity and Mortality in Adult Patients Undergoing Surgical Evacuation of Acute Traumatic Subdural Hematoma WORLD NEUROSURGERY Elsamadicy, A. A., Sandhu, M. S., Freedman, I. G., Koo, A. B., Reeves, B. C., Yu, J., Hengartner, A., Havlik, J., Hong, C. S., Rutherford, H. V., Kim, J. A., Gerrard, J., Gilmore, E. J., Omay, S. 2022; 162: E251-E263

    Abstract

    To determine whether baseline frailty is an independent predictor of extended hospital length of stay (LOS), nonroutine discharge, and in-hospital mortality after evacuation of an acute traumatic subdural hematoma (SDH).A retrospective cohort study was performed. All adult patients who underwent surgery for an acute traumatic SDH were identified using the National Trauma Database from the year 2017. Patients were categorized into 3 cohorts based on the criteria of the 5-item modified frailty index (mFI-5): mFI = 0, mFI = 1, or mFI = 2+. A multivariate logistic regression analysis was used to identify independent predictors of extended LOS, nonroutine discharge, and in-hospital mortality.Of the 2620 patients identified, 41.7% were classified as mFI = 0, 32.7% as mFI = 1, and 25.6% as mFI = 2+. Rates of extended LOS and in-hospital mortality did differ significantly between the cohorts, with the mFI = 0 cohort most often experiencing a prolonged LOS (mFI = 0: 29.41% vs. mFI = 1: 19.45% vs. mFI = 2+: 19.73%, P < 0.001) and in-hospital mortality (mFI = 0: 24.66% vs. mFI = 1: 18.11% vs. mFI = 2+: 21.58%, P = 0.002). On multivariate regression analysis, when compared with mFI = 0, mFI = 2+ (odds ratio 1.4, P = 0.03) predicted extended LOS and nonroutine discharge (odds ratio 1.61, P = 0.001).Our study demonstrates that baseline frailty may be an independent predictor of extended LOS and nonroutine discharge, but not in-hospital mortality, in patients undergoing evacuation for an acute traumatic SDH. Further investigations are warranted as they may guide treatment plans and reduce health care expenditures for frail patients with SDH.

    View details for DOI 10.1016/j.wneu.2022.02.122

    View details for Web of Science ID 000860377800027

    View details for PubMedID 35276399

  • Effects of Extended Operative Time on Surgical and Hospital Outcomes After Posterior Spinal Fusion for Adolescent Idiopathic Scoliosis Elsamadicy, A. A., Havlik, J., Freedman, I., Koo, A., Reeves, B., Sherman, J., Hengartner, A., Hong, C., Kundishora, A., Sciubba, D., Tuason, D., DiLuna, M. AMER ASSOC NEUROLOGICAL SURGEONS. 2022
  • Differences in Health Care Resource Utilization After Surgery for Metastatic Spinal Column Tumors in Patients with a Concurrent Affective Disorder in the United States WORLD NEUROSURGERY Elsamadicy, A. A., Koo, A. B., Sarkozy, M., Reeves, B. C., Pennington, Z., Havlik, J., Sandhu, M. R., Hersh, A., Patel, S., Kolb, L., Lo, S., Shin, J. H., Mendel, E., Sciubba, D. M. 2022; 161: E252-E267

    Abstract

    Affective disorders, such as depression and anxiety, are exceedingly common among patients with metastatic cancer. The aim of this study was to investigate the relationship between affective disorders and health care resource utilization in patients undergoing surgery for a spinal column metastasis.A retrospective cohort study was performed using the 2016-2018 National Inpatient Sample database. All adult patients (≥18 years) undergoing surgery for a metastatic spinal tumor were identified using the International Classification of Diseases, Tenth Revision, Clinical Modification coding systems. Patients were categorized into 2 cohorts: no affective disorder (No-AD) and affective disorder (AD). Patient demographics, comorbidities, hospital characteristics, intraoperative variables, postoperative adverse events (AEs), length of stay (LOS), discharge disposition, and total cost of hospital admission were assessed. A multivariate logistic regression analysis was used to identify independent predictors of increased cost, nonroutine discharge, and prolonged LOS.Of the 8360 patients identified, 1710 (20.5%) had a diagnosis of AD. Although no difference was observed in the rates of postoperative AEs between the cohorts (P = 0.912), the AD cohort had a significantly longer mean LOS (No-AD, 10.1 ± 8.3 days vs. AD, 11.6 ± 9.8 days; P = 0.012) and greater total cost (No-AD, $53,165 ± 35,512 vs. AD, $59,282 ± 36,917; P = 0.011). No significant differences in nonroutine discharge were observed between the cohorts (P = 0.265). On multivariate regression analysis, having an affective disorder was a significant predictor of increased costs (odds ratio, 1.45; confidence interval, 1.03-2.05; P = 0.034) and nonroutine discharge (odds ratio, 1.40; confidence interval, 1.06-1.85; P = 0.017), but not prolonged LOS (P = 0.067).Our study found that affective disorders were significantly associated with greater hospital expenditures and nonroutine discharge, but not prolonged LOS, for patients undergoing surgery for spinal metastases.

    View details for DOI 10.1016/j.wneu.2022.01.112

    View details for Web of Science ID 000833001800028

    View details for PubMedID 35123021

  • Higher Hospital Frailty Risk Score is associated with increased complications and healthcare resource utilization after endovascular treatment of ruptured intracranial aneurysms JOURNAL OF NEUROINTERVENTIONAL SURGERY Koo, A. B., Elsamadicy, A. A., Renedo, D., Sarkozy, M., Sherman, J., Reeves, B. C., Havlik, J., Antonios, J., Sujijantarat, N., Hebert, R., Malhotra, A., Matouk, C. 2023; 15 (3): 255-261

    Abstract

    To use the Hospital Frailty Risk Score (HFRS) to investigate the impact of frailty on complication rates and healthcare resource utilization in patients who underwent endovascular treatment of ruptured intracranial aneurysms (IAs).A retrospective cohort study was performed using the 2016-2019 National Inpatient Sample database. All adult patients (≥18 years) undergoing endovascular treatment for IAs after subarachnoid hemorrhage were identified using ICD-10-CM codes. Patients were categorized into frailty cohorts: low (HFRS <5), intermediate (HFRS 5-15) and high (HFRS >15). Patient demographics, adverse events, length of stay (LOS), discharge disposition, and total cost of admission were assessed. Multivariate logistic regression analysis was used to identify independent predictors of prolonged LOS, increased cost, and non-routine discharge.Of the 33 840 patients identified, 7940 (23.5%) were found to be low, 20 075 (59.3%) intermediate and 5825 (17.2%) high frailty by HFRS criteria. The rate of encountering any adverse event was significantly greater in the higher frailty cohorts (low: 59.9%; intermediate: 92.4%; high: 99.2%, p<0.001). There was a stepwise increase in mean LOS (low: 11.7±8.2 days; intermediate: 18.7±14.1 days; high: 26.6±20.1 days, p<0.001), mean total hospital cost (low: $62 888±37 757; intermediate: $99 670±63 446; high: $134 937±80 331, p<0.001), and non-routine discharge (low: 17.3%; intermediate: 44.4%; high: 69.4%, p<0.001) with increasing frailty. On multivariate regression analysis, a similar stepwise impact was found in prolonged LOS (intermediate: OR 2.38, p<0.001; high: OR 4.49, p<0.001)], total hospital cost (intermediate: OR 2.15, p<0.001; high: OR 3.62, p<0.001), and non-routine discharge (intermediate: OR 2.13, p<0.001; high: OR 4.17, p<0.001).Our study found that greater frailty as defined by the HFRS was associated with increased complications, LOS, total costs, and non-routine discharge.

    View details for DOI 10.1136/neurintsurg-2021-018484

    View details for Web of Science ID 000770295500001

    View details for PubMedID 35292571

    View details for PubMedCentralID PMC8931798

  • Hospital Frailty Risk Score and Healthcare Resource Utilization After Surgery for Primary Spinal Intradural/Cord Tumors GLOBAL SPINE JOURNAL Elsamadicy, A. A., Koo, A. B., Reeves, B. C., Pennington, Z., Sarkozy, M., Hersh, A., Havlik, J., Sherman, J. Z., Goodwin, C., Kolb, L., Laurans, M., Lo, S., Shin, J. H., Sciubba, D. M. 2023; 13 (7): 2074-2084

    Abstract

    The Hospital Frailty Risk Score (HFRS) is a metric that measures frailty among patients in large national datasets using ICD-10 codes. While other metrics have been utilized to demonstrate the association between frailty and poor outcomes in spine oncology, none have examined the HFRS. The aim of this study was to investigate the impact of frailty using the HFRS on complications, length of stay, cost of admission, and discharge disposition in patients undergoing surgery for primary tumors of the spinal cord and meninges.A retrospective cohort study was performed using the Nationwide Inpatient Sample database from 2016 to 2018. Adult patients undergoing surgery for primary tumors of the spinal cord and meninges were identified using ICD-10-CM codes. Patients were categorized into 2 cohorts based on HFRS score: Non-Frail (HFRS<5) and Frail (HFRS≥5). Patient characteristics, treatment, perioperative complications, LOS, discharge disposition, and cost of admission were assessed.Of the 5955 patients identified, 1260 (21.2%) were Frail. On average, the Frail cohort was nearly 8 years older (P < .001) and experienced more postoperative complications (P = .001). The Frail cohort experienced longer LOS (P < .001), a higher rate of non-routine discharge (P = .001), and a greater mean cost of admission (P < .001). Frailty was found to be an independent predictor of extended LOS (P < .001) and non-routine discharge (P < .001).Our study is the first to use the HFRS to assess the impact of frailty on patients with primary spinal tumors. We found that frailty was associated with prolonged LOS, non-routine discharge, and increased hospital costs.

    View details for DOI 10.1177/21925682211069937

    View details for Web of Science ID 000748527500001

    View details for PubMedID 35016582

    View details for PubMedCentralID PMC10556884

  • Racial Disparities in Health Care Resource Utilization After Pediatric Cervical and/or Thoracic Spinal Injuries WORLD NEUROSURGERY Elsamadicy, A. A., Sandhu, M. R., Freedman, I. G., Koo, A. B., Hengartner, A. C., Reeves, B. C., Havlik, J., Sarkozy, M., Hong, C. S., Kundishora, A. J., Tuason, D. A., DiLuna, M. 2021; 156: E307-E318

    Abstract

    This study aimed to investigate the impact of race on hospital length of stay (LOS) and hospital complications among pediatric patients with cervical/thoracic injury.A retrospective cohort was performed using the 2017 admission year from 753 facilities utilizing the National Trauma Data Bank. All pediatric patients with cervical/thoracic spine injuries were identified using the ICD-10-CM diagnosis coding system. These patients were segregated by their race, non-Hispanic white (NHW), non-Hispanic black (NHB), non-Hispanic Asian (NHA), and Hispanic (H). Demographic, hospital variable, hospital complications, and LOS data were collected. A linear and logistic multivariate regression analysis was performed to determine the risk ratio for hospital LOS as well as complication rate, respectively.A total of 4,125 pediatric patients were identified. NHB cohort had a greater prevalence of cervical-only injuries (NHW: 37.39% vs. NHB: 49.93% vs. NHA: 34.29% vs. H: 38.71%, P < 0.001). While transport accident was most common injury etiology for both cohorts, NHB cohort had a greater prevalence of assault (NHW: 1.53% vs. NHB: 17.40% vs. NHA: 2.86% vs. H: 6.58%, P < 0.001) than the other cohorts. Overall complication rates were significantly higher among NHB patients (NHW: 9.39% vs. NHB: 15.12% vs. NHA: 14.29% vs. H: 13.60%, P < 0.001). Compared with the NHW cohort, NHB, NHA, and H had significantly longer hospital LOS (NHW: 6.15 ± 9.03 days vs. NHB: 9.24 ± 20.78 days vs. NHA: 9.09 ± 13.28 days vs. H: 8.05 ± 11.45 days, P < 0.001). NHB race was identified as a significant predictor of increased LOS on multivariate regression analysis (risk ratio: 1.14, 95% confidence interval: 0.46, 1.82; P = 0.001) but not hospital complications (P = 0.345).Race may significantly impact health care resource utilization following pediatric cervical/thoracic spinal trauma.

    View details for DOI 10.1016/J.WNEU.2021.09.047

    View details for Web of Science ID 000725025500051

    View details for PubMedID 34560297

  • Effects of preoperative nutritional status on complications and readmissions after posterior lumbar decompression and fusion for spondylolisthesis: A propensity-score analysis CLINICAL NEUROLOGY AND NEUROSURGERY Elsamadicy, A. A., Havlik, J., Reeves, B. C., Koo, A. B., Sherman, J., Lo, S., Shin, J. H., Sciubba, D. M. 2021; 211: 107017

    Abstract

    Malnutrition, common in the elderly, may adversely affect healthcare outcomes. In spine surgery, malnutrition is associated with higher rates of perioperative complications, unplanned readmission, and prolonged length of stay (LOS). The aim of this study was to determine the effect of malnutrition on adverse events (AEs), unplanned readmission, and LOS in patients undergoing spine surgery for spondylolisthesis.A retrospective cohort study was performed using the American College of Surgeons National Surgical Quality Improvement Program database from 2010 to 2016. Adult patients who underwent posterior decompression or fusion for spondylolisthesis were identified using the ICD-9-CM coding systems. Patients were divided into two cohorts based on preoperative serum albumin levels. propensity-score (PS) matching was used to create an age- and sex-matched Nourished cohort. Patient demographics, comorbidities, LOS, and postoperative complications were collected. Multivariate logistic regression analysis was performed to identify predictors of prolonged LOS, unplanned readmission, and AEs.Of the 2196 patients identified, 4.5% were malnourished. Patients in the Malnourished cohort were found to have significantly longer average LOS (Malnourished: 4.51 ± 3.1 days vs PS-Matched Not Nourished: 3.7 ± 3.7, p = 0.002), higher rates of AEs (Malnourished: 14.3% vs PS-Matched Nourished: 5.8%, p = 0.007), reoperation (Malnourished: 8.4% vs PS-Matched Nourished: 3.2%, p = 0.026), and unplanned readmission (Malnourished: 15.3% vs PS-Matched Nourished: 6.1%, p = 0.003). On multivariate analysis considering only preoperative data, malnutrition was a significant independent predictor of AEs [OR: 2.13, CI (1.02, 4.46), p = 0.045]. However, after correcting for the occurrence of AEs, malnutrition was not associated with total LOS [aRR: 0.29, CI (-0.37, 0.95), p = 0.392] or 30-day unplanned readmissions [aOR: 2.24, CI (0.89, 5.60), p = 0.086].Our study found that malnourished patients undergoing lumbar fusion for spondylolisthesis have significantly higher rates of AEs, unplanned readmission, and prolonged LOS than nourished patients. Further studies are necessary to corroborate our findings.

    View details for DOI 10.1016/j.clineuro.2021.107017

    View details for Web of Science ID 000721430400006

    View details for PubMedID 34781222

  • Modified-frailty index does not independently predict complications, hospital length of stay or 30-day readmission rates following posterior lumbar decompression and fusion for spondylolisthesis SPINE JOURNAL Elsamadicy, A. A., Freedman, I. G., Koo, A. B., David, W. B., Reeves, B. C., Havlik, J., Pennington, Z., Kolb, L., Shin, J. H., Sciubba, D. M. 2021; 21 (11): 1812-1821

    Abstract

    Frailty has been associated with inferior surgical outcomes in various fields of spinal surgery. With increasing healthcare costs, hospital length of stay (LOS) and unplanned readmissions have emerged as clinical proxies reflecting overall value of care. However, there is a paucity of data assessing the impact that baseline frailty has on quality of care in patients with spondylolisthesis.The aim of this study was to investigate the impact that frailty has on LOS, complication rate, and unplanned readmission after posterior lumbar spinal fusion for spondylolisthesis.A retrospective cohort study was performed using the National Surgical Quality Improvement Program (NSQIP) database from 2010 through 2016.All adult (≥18 years old) patients who underwent lumbar spinal decompression and fusion for spondylolisthesis were identified using ICD-9-CM diagnosis and procedural coding systems. We calculated the modified frailty index (mFI) for each patient using 5 dichotomous comorbidities - diabetes mellitus, congestive heart failure, hypertension requiring medication, chronic obstructive pulmonary disease, and dependent functional status. Each comorbidity is assigned 1 point and the points are summed to give a score between 0 and 5. As in previous literature, we defined a score of 0 as "not frail", 1 as "mild" frailty, and 2 or greater as "moderate to severe" frailty.Patient demographics, comorbidities, complications, LOS, readmission, and reoperation were assessed.A multivariate logistic regression analysis was used to identify independent predictors of adverse events (AEs), extended LOS, complications, and unplanned readmission.There were a total of 5,296 patients identified, of which 2,030 (38.3%) were mFI=0, 2,319 (43.8%) patients mFI=1, and 947 (17.9%) were mFI ≥2. The mFI≥2 cohort was older (p≤.001) and had a greater average BMI (p≤.001). The mFI≥2 cohort had a slightly longer hospital stay (3.7 ± 2.3 days vs. mFI=1: 3.5 ± 2.8 days and mFI=0: 3.2 ± 2.1 days,p≤.001). Both surgical AEs and medical AEs were significantly greater in the mFI≥2 cohort than the other cohorts, (2.6% vs. mFI=1: 1.8% and mFI=0: 1.2%,p=.022) and (6.3% vs. mFI=1: 4.8% and mFI=0: 2.6%,p≤.001), respectively. While there was no significant difference in reoperation rates, the mFI≥2 cohort had greater unplanned 30-day readmission rates (8;4% vs. mFI=5.6: 4.8% and mFI=0: 3.4%,p≤.001). However, on multivariate regression analysis, mFI≥2 was not a significant independent predictor of LOS (p=.285), complications (p=.667), or 30-day unplanned readmission (p=.378).Our study indicates that frailty, as measured by the mFI, does not significantly predict LOS, 30-day adverse events, or 30-day unplanned readmission in patients undergoing lumbar spinal decompression and fusion for spondylolisthesis. Further work is needed to better define variable inputs that make up frailty to optimize surgical outcome prediction tools that impact the value of care.

    View details for DOI 10.1016/j.spinee.2021.05.011

    View details for Web of Science ID 000717957000006

    View details for PubMedID 34010683

  • Patient- and hospital-related risk factors for non-routine discharge after lumbar decompression and fusion for spondylolisthesis CLINICAL NEUROLOGY AND NEUROSURGERY Elsamadicy, A. A., Freedman, I. G., Koo, A. B., David, W., Hengartner, A. C., Havlik, J., Reeves, B. C., Hersh, A., Pennington, Z., Kolb, L., Laurans, M., Shin, J. H., Sciubba, D. M. 2021; 209: 106902

    Abstract

    In various spinal surgeries, non-routine discharges have been associated with inferior outcomes. However, there exists a paucity of data regarding the relationship between non-routine discharge and quality of care among patients with spondylolisthesis. The aim of this study was to identify independent predictors for non-routine discharge following spinal decompression and fusion for lumbar spondylolisthesis.A retrospective cohort study was performed using the American College of Surgeons (ACS) National Surgical Quality Improvement Program (NSQIP) database from 2010 through 2016. Adult patients (≥18 years old) who underwent spinal decompression and fusion for lumbar spondylolisthesis were identified using ICD-9-CM diagnosis and CPT procedural coding systems. The study population was divided into two cohorts based on discharge disposition: routine (RD) and non-routine discharge (NRD). Patient demographics, comorbidities, adverse events, LOS, reoperation, and readmission were assessed. A multivariate logistic regression model was used to identify the independent predictors of non-home discharge and 30-day unplanned readmission.A total of 5252 patients were identified, of which 4316 (82.2%) had a RD and 936 (18.8%) had a NRD. The NRD cohort tended to be older (p < 0.001) and have a higher BMI (p < 0.001). Patients who experienced a NRD had a longer LOS (NRD: 4.7 ± 3.7 days vs RD: 3.1 ± 2.0 days, p < 0.001), a higher proportion of adverse events (p < 0.001), higher rates of reoperation (p = 0.005) and unplanned 30-day readmission rates (p < 0.001). On multivariate regression analysis, age [OR: 1.08, 95% CI (1.06-1.10), p < 0.001], female sex [OR: 2.01, 95% (1.51-2.69), p < 0.001], non-Hispanic Black race/ethnicity [OR: 2.10, 95% CI (1.36-3.24), p = 0.001], BMI [OR: 1.03, 95% CI (1.01-1.05), p = 0.007], dependent functional status [OR: 3.33, 95% CI (1.59 - 6.99), p = 0.001], malnourishment [OR: 2.14, 95% CI (1.27-3.62), p = 0.005], and LOS [OR: 1.26, 95% CI (1.18-1.33), p < 0.001] were all independent predictors for NRD. However, NRD did not independently predict an unplanned 30-day readmission on multivariate analysis.In our study we found that on univariate analysis NRD was associated with increased adverse events, length of stay and 30-day unplanned readmission. When controlling for patient- and hospital-related factors, we found that female sex, non-Hispanic Black race, BMI, dependent functional status, malnourishment and longer LOS were independently associated with NRD. However, NRD did not independently predict an unplanned 30-day readmission.

    View details for DOI 10.1016/j.clineuro.2021.106902

    View details for Web of Science ID 000704935100015

    View details for PubMedID 34481141

  • Lessons from the COVID-19 Pandemic: The Case for Virtual Residency Interviews. Annals of surgery open : perspectives of surgical history, education, and clinical approaches Dey, P., Havlik, J. L., Kurup, V., Ahuja, N. 2021; 2 (3): e077

    Abstract

    This perspective from a variety of stakeholders including aspiring surgeons, a current department chair for education, and a current chair of surgery advocates for making virtual residency interviews a permanent part of the match process. We delineate how a shift to virtual residency interviews can save applicants time and money, enhance equity in the match, and ultimately strengthen a program's ability to assess applicants.

    View details for DOI 10.1097/AS9.0000000000000077

    View details for PubMedID 37635821

  • Impact of Frailty on Morbidity and Mortality in Adult Patients Presenting with an Acute Traumatic Cervical Spinal Cord Injury WORLD NEUROSURGERY Elsamadicy, A. A., Sandhu, M. S., Freedman, I. G., Reeves, B. C., Koo, A. B., Hengartner, A., Havlik, J., Sherman, J., Maduka, R., Agboola, I. K., Johnson, D. C., Kolb, L., Laurans, M. 2021; 153: E408-E418

    Abstract

    The aim of this study was to determine if baseline frailty was an independent predictor of adverse events (AEs) and in-hospital mortality in patients being treated for acute cervical spinal cord injury (SCI).A retrospective cohort study was performed using the National Trauma Database (NTDB) from 2017. Adult patients (>18 years old) with acute cervical SCI were identified using the International Classification of Diseases, Tenth Revision, Clinical Modification diagnostic and procedural coding systems. Patients were categorized into 3 cohorts based on the criteria of the 5-item modified frailty index (mFI-5): mFI = 0, mFI = 1, or mFI≥2. Patient demographics, comorbidities, type of injury, diagnostic and treatment modality, AEs, and in-patient mortality were assessed. A multivariate logistic regression analysis was used to identify independent predictors of in-hospital AEs and mortality.Of 8986 patients identified, 4990 (55.5%) were classified as mFI = 0, 2328 (26%) as mFI = 1, and 1668 (18.5%) as mFI≥2. On average, the mFI≥2 cohort was 5 years older than the mFI = 1 cohort and 22 years older than the mFI = 0 cohort (P < 0.001). Most patients in each cohort sustained either complete SCI or central cord syndrome after a fall or transport accident (mFI = 0, 77.31% vs. mFI = 1, 89.5% vs. mFI≥2, 93.65%). With respect to in-hospital events, the proportion of patients who experienced any AE increased significantly along with frailty score (mFI = 0, 30.42% vs. mFI = 1, 31.74% vs. mFI≥2, 34.95%; P < 0.001). In-hospital mortality followed a similar trend, increasing with frailty score (mFI = 0, 10.53% vs. mFI = 1, 11.33% vs. mFI≥2, 16.23%; P < 0.001). On multivariate regression analysis, both mFI = 1 1.21 (odds ratio [OR], 1.21; 95% confidence interval [CI], 1.05-1.4; P = 0.008) and mFI≥2 (OR, 1.23; 95% CI, 1.05-1.45; P = 0.012) predicted AEs, whereas only mFI≥2 was found to be a predictor for in-hospital mortality (OR, 1.45; 95% CI, 1.14-1.83; P = 0.002).Increasing frailty is associated with an increased risk of AEs and in-hospital mortality in patients undergoing treatment for cervical SCI.

    View details for DOI 10.1016/j.wneu.2021.06.130

    View details for Web of Science ID 000687942800035

    View details for PubMedID 34224881

  • The Effects of Pulmonary Risk Factors on Hospital Resource Use After Posterior Spinal Fusion for Adolescent Idiopathic Scoliosis Correction WORLD NEUROSURGERY Elsamadicy, A. A., Freedman, I. G., Koo, A. B., David, W. B., Havlik, J., Kundishora, A. J., Sciubba, D. M., Kahle, K. T., DiLuna, M. 2021; 149: E737-E747

    Abstract

    The aim of this study was to determine the impact of preoperative pulmonary risk factors (PRFS) on surgical outcomes after posterior spinal fusion (PSF) for adolescent idiopathic scoliosis (AIS).A retrospective cohort study was performed using the American College of Surgeons National Surgical Quality Improvement Program-Pediatric database from 2016 to 2018. All pediatric patients with AIS undergoing PSF were identified. Patients were then categorized by whether they had recorded baseline PRF or no-PRF. Patient demographics, comorbidities, intraoperative variables, complications, length of stay, discharge disposition, and readmission rate were assessed.A total of 4929 patients were identified, of whom 280 (5.7%) had baseline PRF. Compared with the no-PRF cohort, the PRF cohort had higher rates of complications (PRF, 4.3% vs. no-PRF, 2.2%; P = 0.03) and longer hospital stays (PRF, 4.6 ± 4.3 days vs. no-PRF, 3.8 ± 2.3 days; P < 0.001), yet, discharge disposition was similar between cohorts (P = 0.70). Rates of 30-day unplanned readmission were significantly higher in the PRF cohort (PRF, 6.3% vs. no-PRF, 2.7%; P = 0.009), yet, days to readmission (P = 0.76) and rates of 30-day reoperation (P = 0.16) were similar between cohorts. On multivariate analysis, PRF was found to be a significant independent risk factor for longer hospital stays (risk ratio, 0.74; 95% confidence interval, 0.44-1.04; P < 0.001) but not postoperative complication or 30-day unplanned readmission.Our study showed that PRF may be a risk factor for slightly longer hospital stays without higher rates of complication or unplanned readmission for patients with AIS undergoing PSF and thus should not preclude surgical management.

    View details for DOI 10.1016/j.WNEU.2021.01.109

    View details for Web of Science ID 000645619300008

    View details for PubMedID 33548534

  • Impact of Preoperative Anemia on Outcomes After Posterior Spinal Fusion for Adolescent Idiopathic Scoliosis WORLD NEUROSURGERY Elsamadicy, A. A., Freedman, I. G., Koo, A. B., David, W. B., Havlik, J., Kundishora, A. J., Hong, C. S., Sciubba, D. M., Kahle, K. T., DiLuna, M. 2021; 146: E214-E224

    Abstract

    The aim of this study was to investigate the relationship of preoperative anemia and outcomes after posterior spinal fusion (PSF) for adolescent idiopathic scoliosis (AIS).A retrospective cohort study was performed using the American College of Surgeons National Surgical Quality Improvement Program-Pediatric database from 2016 to 2018. All pediatric patients (age 10-18 years) with AIS undergoing PSF were identified. Two cohorts were categorized into anemic and nonanemic cohorts based on age-based and sex-based criteria for anemia. Thirty-day outcomes and readmission rates were evaluated.A total of 4929 patients were identified, of whom 592 (12.0%) were found to have preoperative anemia. The anemic cohort had a greater prevalence of comorbidities and longer operative times. Compared with the nonanemic cohort, the anemic cohort experienced significantly higher rates of perioperative bleed/transfusion (nonanemic, 67.4% vs. anemic, 73.5%; P = 0.004) and required a greater total amount of blood transfused (nonanemic, 283.2 ± 265.5 mL vs. anemic, 386.7 ± 342.6 mL; P < 0.001). The anemic cohort experienced significantly longer hospital stays (nonanemic, 3.8 ± 2.2 days vs. anemic, 4.2 ± 3.9 days; P = 0.001), yet discharge disposition (P = 0.58), 30-day complication rates (P = 0.79) and unplanned reoperation rates (P = 0.90) were similar between cohorts. On multivariate analysis, anemia was found to be an independent predictor of perioperative bleed/transfusion (odds ratio, 1.36; 95% confidence interval, 1.12-1.66; P = 0.002) as well as a longer length of hospital stay (relative risk, 0.46; 95% confidence interval, 0.25-0.67; P < 0.001) but was not an independent predictor for postoperative complications (P = 0.85).Our study suggests that preoperative anemia may be a risk factor for a greater perioperative bleed/transfusion event and slightly longer length of stay; however, it was not associated with greater 30-day complication and readmission rates in patients with AIS undergoing PSF.

    View details for DOI 10.1016/j.wneu.2020.10.074

    View details for Web of Science ID 000619804900057

    View details for PubMedID 33091648

  • Characteristics of Reported Industry Payments to Neurosurgeons: A 5-Year Open Payments Database Study WORLD NEUROSURGERY Elsamadicy, A. A., Freedman, I. G., Koo, A. B., Reeves, B. C., Havlik, J., David, W. B., Hong, C. S., Kolb, L., Laurans, M., Matouk, C. C., DiLuna, M. 2021; 145: E90-E99

    Abstract

    The aim of this study was to characterize the payments made by medical industry to neurosurgeons from 2014 to 2018.A retrospective study was performed from January 1, 2014 to December 31, 2018 of the Open Payments Database. Collected data included the total number of industry payments, the aggregate value of industry payments, and the mean value of each industry payment made to neurosurgeons per year over the 5-year period.A total of 105,150 unique surgeons, with 13,668 (12.99%) unique neurosurgeons, were identified to have received an industry payment during 2014-2018. Neurosurgeons were the second highest industry-paid surgical specialty, with a total 421,151 industry payments made to neurosurgeons, totaling $477,451,070. The mean average paid amount per surgeon was $34,932 (±$936,942). The largest proportion of payments were related to food and beverage (75.5%), followed by travel and lodging (14.9%), consulting fees (3.5%), nonconsulting service fees (2.1%), and royalties or licensing (1.9%), totaling 90.4% of all industry payments to neurologic surgeons. Summed across the 5-year period, the largest paid source types were royalties and licensing (64.0%; $305,517,489), consulting fees (11.8%; $56,445,950), nonconsulting service fees (7.3%; $34,629,109), current or prospective investments (6.8%, $32,307,959), and travel and lodging (4.8%, $22,982,165).Our study shows that over the most recent 5-year period (2014-2018) of the Centers for Medicare and Medicaid Services Open Payments Database, there was a decreasing trend of the total number of payments, but an increasing trend of the total amount paid to neurosurgeons.

    View details for DOI 10.1016/j.wneu.2020.09.137

    View details for Web of Science ID 000600662600011

    View details for PubMedID 33011357