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Mishra A, Begley SL, Shah HA, Santhumayor BA, Ramdhani RA, Fenoy AJ, Schulder M. Why are clinical trials of deep brain stimulation terminated? An analysis of clinicaltrials.gov. World Neurosurg X 2024; 23:100378. [PMID: 38595675 PMCID: PMC11002890 DOI: 10.1016/j.wnsx.2024.100378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2023] [Revised: 03/30/2024] [Accepted: 04/02/2024] [Indexed: 04/11/2024] Open
Abstract
Background Although deep brain stimulation (DBS) has established uses for patients with movement disorders and epilepsy, it is under consideration for a wide range of neurologic and neuropsychiatric conditions. Objective To review successful and unsuccessful DBS clinical trials and identify factors associated with early trial termination. Methods The ClinicalTrials.gov database was screened for all studies related to DBS. Information regarding condition of interest, study aim, trial design, trial success, and, if applicable, reason for failure was collected. Trials were compared and logistic regression was utilized to identify independent factors associated with trial termination. Results Of 325 identified trials, 79.7% were successful and 20.3% unsuccessful. Patient recruitment, sponsor decision, and device issues were the most cited reasons for termination. 242 trials (74.5%) were interventional with 78.1% successful. There was a statistically significant difference between successful and unsuccessful trials in number of funding sources (p = 0.0375). NIH funding was associated with successful trials while utilization of other funding sources (academic institutions and community organizations) was associated with unsuccessful trials. 83 trials (25.5%) were observational with 84.0% successful; there were no statistically significant differences between successful and unsuccessful observational trials. Conclusion One in five clinical trials for DBS were found to be unsuccessful, most commonly due to patient recruitment difficulties. The source of funding was the only factor associated with trial success. As DBS research continues to grow, understanding the current state of clinical trials will help design successful future studies, thereby minimizing futile expenditures of time, cost, and patient engagement.
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Affiliation(s)
- Akash Mishra
- Department of Neurological Surgery, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, USA
| | - Sabrina L. Begley
- Department of Neurological Surgery, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, USA
| | - Harshal A. Shah
- Department of Neurological Surgery, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, USA
| | - Brandon A. Santhumayor
- Department of Neurological Surgery, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, USA
| | - Ritesh A. Ramdhani
- Department of Neurology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, USA
| | - Albert J. Fenoy
- Department of Neurological Surgery, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, USA
| | - Michael Schulder
- Department of Neurological Surgery, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, USA
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2
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Zolotarev O, Khakimova A, Rahim F, Senel E, Zatsman I, Gu D. Scientometric analysis of trends in global research on acne treatment. Int J Womens Dermatol 2023; 9:e082. [PMID: 37521754 PMCID: PMC10378739 DOI: 10.1097/jw9.0000000000000082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 03/12/2023] [Indexed: 08/01/2023] Open
Abstract
Acne or acne vulgaris is the most common chronic inflammatory disease of the sebaceous follicles. Objectives The present study aims to identify the main lines of research in the field of acne treatment using reproducible scientometric methods. In this article, we reviewed the following research trends: facial acne, different antibiotics, retinoids, anti-inflammatory drugs, epidermal growth factor receptor inhibitors therapy, and associated diseases. Methods The analysis of publications from the PubMed collection was carried out from 1871 to 2022. All data were analyzed using Microsoft Excel. The evolution of the terminological portrait of the disease is shown. Results Trends in the use of various groups of antibiotics, retinoids, anti-inflammatory drugs, and photodynamic therapy for acne treatment have been found. There is a growing interest in clindamycin and doxycycline (polynomial and exponential growth, respectively). The effects of isotretinoin are also being studied more frequently (active linear growth). The publication of studies on spironolactone is increasing (linear growth). There is also a steady interest in the use of epidermal growth factor receptor inhibitors in the recent years. There is active research on acne and polycystic ovary syndrome (exponential growth). Limitations Only articles in English were selected. The most frequent terms were considered. Conclusions The dynamics of publication activity in the field of acne was considered. The aim of the current scientometric study was to analyze the global trends in acne treatments. The trend analysis made it possible to identify the most explored areas of research, as well as indicate those areas in dermatology in which interest is declining.
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Affiliation(s)
- Oleg Zolotarev
- Institute of Information Systems and Engineering Computer Technologies, Russian New University, Moscow, Russia
| | - Aida Khakimova
- Institute of Information Systems and Engineering Computer Technologies, Russian New University, Moscow, Russia
| | - Fakher Rahim
- Department of Anesthesia, Cihan University - Sulaimaniya, Kurdistan Region, Iraq
| | - Engin Senel
- Department of Dermatology and Venereology, Hitit University Faculty of Medicine, Corum, Turkey
| | - Igor Zatsman
- Research Department, Institute of Informatics Problems FRC CSC RAS, Moscow, Russia
| | - Dongxiao Gu
- MIS School of Management, Hefei University of Technology, Hefei, Anhui, China
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3
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Brlecic PE, Whitlock RS, Zhang Q, LeMaire SA, Rosengart TK. Dispersion of NIH Funding to Departments of Surgery is Contracting. J Surg Res 2023; 289:8-15. [PMID: 37075608 DOI: 10.1016/j.jss.2023.03.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 02/20/2023] [Accepted: 03/20/2023] [Indexed: 04/21/2023]
Abstract
INTRODUCTION NIH funding to departments of surgery reported as benchmark Blue Ridge Institute for Medical Research (BRIMR) rankings are unclear. METHODS We analyzed inflation-adjusted BRIMR-reported NIH funding to departments of surgery and medicine between 2011 and 2021. RESULTS NIH funding to departments of surgery and medicine both increased 40% from 2011 to 2021 ($325 million to $454 million; $3.8 billion to $5.3 billion, P < 0.001 for both). The number of BRIMR-ranked departments of surgery decreased 14% during this period while departments of medicine increased 5% (88 to 76 versus 111 to 116; P < 0.001). There was a greater increase in the total number of medicine PIs versus surgery PIs during this period (4377 to 5224 versus 557 to 649; P < 0.001). These trends translated to further concentration of NIH-funded PIs in medicine versus surgery departments (45 PIs/program versus 8.5 PIs/program; P < 0.001). NIH funding and PIs/program in 2021 were respectively 32 and 20 times greater for the top versus lowest 15 BRIMR-ranked surgery departments ($244 million versus $7.5 million [P < 0.01]; 20.5 versus 1.3 [P < 0.001]). Twelve (80%) of the top 15 surgery departments maintained this ranking over the 10-year study period. CONCLUSIONS Although NIH funding to departments of surgery and medicine is growing at a similar rate, departments of medicine and top-funded surgery departments have greater funding and concentration of PIs/program versus surgery departments overall and lowest-funded surgery departments. Strategies used by top-performing departments to obtain and maintain funding may assist less well-funded departments in obtaining extramural research funding, thus broadening the access of surgeon-scientists to perform NIH-supported research.
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Affiliation(s)
- Paige E Brlecic
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas
| | - Richard S Whitlock
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas
| | - Qianzi Zhang
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas
| | - Scott A LeMaire
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas
| | - Todd K Rosengart
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas.
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4
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Higher-order rich-club phenomenon in collaborative research grant networks. Scientometrics 2023. [DOI: 10.1007/s11192-022-04621-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
AbstractModern scientific work, including writing papers and submitting research grant proposals, increasingly involves researchers from different institutions. In grant collaborations, it is known that institutions involved in many collaborations tend to densely collaborate with each other, forming rich clubs. Here we investigate higher-order rich-club phenomena in networks of collaborative research grants among institutions and their associations with research impact. Using publicly available data from the National Science Foundation in the US, we construct a bipartite network of institutions and collaborative grants, which distinguishes among the collaboration with different numbers of institutions. By extending the concept and algorithms of the rich club for dyadic networks to the case of bipartite networks, we find rich clubs both in the entire bipartite network and the bipartite subnetwork induced by the collaborative grants involving a given number of institutions up to five. We also find that the collaborative grants within rich clubs tend to be more impactful in a per-dollar sense than the control. Our results highlight advantages of collaborative grants among the institutions in the rich clubs.
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5
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Chen CY, Kahanamoku SS, Tripati A, Alegado RA, Morris VR, Andrade K, Hosbey J. Systemic racial disparities in funding rates at the National Science Foundation. eLife 2022; 11:e83071. [PMID: 36444975 PMCID: PMC9708090 DOI: 10.7554/elife.83071] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 10/28/2022] [Indexed: 11/30/2022] Open
Abstract
Concerns about systemic racism at academic and research institutions have increased over the past decade. Here, we investigate data from the National Science Foundation (NSF), a major funder of research in the United States, and find evidence for pervasive racial disparities. In particular, white principal investigators (PIs) are consistently funded at higher rates than most non-white PIs. Funding rates for white PIs have also been increasing relative to annual overall rates with time. Moreover, disparities occur across all disciplinary directorates within the NSF and are greater for research proposals. The distributions of average external review scores also exhibit systematic offsets based on PI race. Similar patterns have been described in other research funding bodies, suggesting that racial disparities are widespread. The prevalence and persistence of these racial disparities in funding have cascading impacts that perpetuate a cumulative advantage to white PIs across all of science, technology, engineering, and mathematics.
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Affiliation(s)
- Christine Yifeng Chen
- Chemical and Isotopic Signatures Group, Division of Nuclear and Chemical Sciences, Lawrence Livermore National LaboratoryLivermoreUnited States
- Center for Diverse Leadership in Science, University of California, Los AngelesBerkeley, CaliforniaUnited States
| | - Sara S Kahanamoku
- Department of Integrative Biology and Museum of Paleontology, University of California, BerkeleyBerkeleyUnited States
| | - Aradhna Tripati
- Center for Diverse Leadership in Science, University of California, Los AngelesBerkeley, CaliforniaUnited States
- Department of Earth, Planetary, and Space Sciences, Department of Atmospheric and Oceanic Sciences, Institute of the Environment and Sustainability, and American Indian Studies Center, University of California, Los AngelesLos AngelesUnited States
- Department of Earth Sciences, University of BristolBristolUnited Kingdom
| | - Rosanna A Alegado
- Department of Oceanography and Sea Grant College Program, Daniel K Inouye Center for Microbial Oceanography: Research and Education, University of Hawaiʻi at MānoaHonoluluUnited States
| | - Vernon R Morris
- School of Mathematical and Natural Sciences, New College of Interdisciplinary Arts and Sciences, Arizona State UniversityPhoenixUnited States
| | - Karen Andrade
- Center for Diverse Leadership in Science, University of California, Los AngelesBerkeley, CaliforniaUnited States
| | - Justin Hosbey
- Department of City and Regional Planning, College of Environmental Design, University of California, BerkeleyBerkeleyUnited States
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6
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Mo Z, Yujie Z, Jiasu L, Xiaowen T. Early firm engagement, government research funding, and the privatization of public knowledge. Scientometrics 2022. [DOI: 10.1007/s11192-022-04448-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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7
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Ramsey T, Ostrowski T, Akhtar S, Panse D, Nasim R, Mortensen M. An Analysis of Otolaryngology's NIH Research Funding Compared to Other Specialties. Ann Otol Rhinol Laryngol 2022; 132:536-544. [PMID: 35656790 DOI: 10.1177/00034894221100024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
OBJECTIVE To compare NIH funding in the field of Otolaryngology to other medical and surgical specialties between 2009 and 2019. METHODS Data was collected from the NIH RePORTER database on funding dollars received by each specialty from 2009 to 2019. Along with data on total active physicians per specialty using the Physician Specialty Data Book, comparisons were drawn between Otolaryngology and other medical and surgical specialties with regards to trends in total funding and NIH funding dollars per physician. The distributions of grant funding, within Otolaryngology from various NIH institutes among principal investigators, organizations, and subspecialties were further explored. RESULTS There were 3810 grants (1147 unique projects) for a total of $1 276 198 555 funded by the NIH to Otolaryngology departments from 2009 to 2019. Statistically insignificant funding increases (P > .05) caused otolaryngology to fall from first to fourth in funding among studied specialties. The National Institute on Deafness and Other Communication Disorders funded 57% of all unique projects, and 57.2% of all unique NIH projects were otology related. Most projects were basic science related. The top 10 principal investigators obtained 22.3% of the total NIH funding for Otolaryngology. The top 3 organizations over the studied period comprised 26.55% of the total funding, generating a combined 729 grants. Among principal investigators, 63.0% had a PhD degree, 25.3% had an MD, and 9.6% had an MD/PhD. CONCLUSION AND RELEVANCE NIH funding in Otolaryngology has remained stable and is highly concentrated among a small number of organizations, geographic regions, and principal investigators. Recent initiatives by academic communities have sought to address funding disparities by incorporating diversity and inclusion into clinician-scientist pipelines. We urge our colleagues to strive toward identification of the factors that contribute to successful acquisition of funding and implementation of a more conducive institutional infrastructure to produce research.
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Affiliation(s)
- Tam Ramsey
- Department of Otolaryngology - Head and Neck Surgery, Albany Medical Center, Albany, NY, USA
| | - Tyler Ostrowski
- Department of Otolaryngology - Head and Neck Surgery, Albany Medical Center, Albany, NY, USA
| | - Saad Akhtar
- Department of Otolaryngology - Head and Neck Surgery, Albany Medical Center, Albany, NY, USA
| | - Drishti Panse
- Department of Otolaryngology - Head and Neck Surgery, Albany Medical Center, Albany, NY, USA
| | - Rafae Nasim
- Department of Otolaryngology - Head and Neck Surgery, Albany Medical Center, Albany, NY, USA
| | - Melissa Mortensen
- Department of Otolaryngology - Head and Neck Surgery, Albany Medical Center, Albany, NY, USA
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Gene-Targeted Therapies in Pediatric Neurology: Challenges and Opportunities in Diagnosis and Delivery. Pediatr Neurol 2021; 125:53-57. [PMID: 34628144 PMCID: PMC9472447 DOI: 10.1016/j.pediatrneurol.2021.09.011] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 09/18/2021] [Indexed: 01/05/2023]
Abstract
BACKGROUND Gene-targeted therapies are becoming a reality for infants and children with diseases of the nervous system. Rapid scientific advances have led to disease-modifying or even curative treatments. However, delays and gaps in diagnosis, inequitable delivery, and the need for long-term surveillance pose unresolved challenges. OBJECTIVE AND METHODS The goal of the Child Neurology Society Research Committee was to evaluate and provide guidance on the obstacles, opportunities, and uncertainties in gene-targeted therapies for pediatric neurological disease. The Child Neurology Society Research Committee engaged in collaborative, iterative literature review and committee deliberations to prepare this consensus statement. RESULTS We identified important challenges for gene-targeted therapies that require resource investments, infrastructure development, and strategic planning. Barriers include inequities in diagnosis and delivery of therapies, high costs, and a need for long-term surveillance of efficacy and safety, including systematic tracking of unanticipated effects. Key uncertainties regarding technical aspects and usage of gene-targeted therapies should be addressed, and characterization of new natural histories of diseases will be needed. Counterbalanced with these obstacles and uncertainties is the tremendous potential being demonstrated in treatments and clinical trials of gene-targeted therapies. CONCLUSIONS Given that gene-targeted therapies for neurological diseases are in their earliest phase, the pediatric neurology community can play a vital role in their guidance and implementation. This role includes facilitating development of infrastructure and guidelines; ensuring efficient, equitable, and ethical implementation of treatments; and advocating for affordable and broad access for all children.
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Patel PA, Gopali R, Reddy A, Patel KK. National Institutes of Health Funding Trends to Ophthalmology Departments at U.S. Medical Schools. Semin Ophthalmol 2021; 37:408-414. [PMID: 34724859 DOI: 10.1080/08820538.2021.1998557] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
PURPOSE To analyze trends in National Institutes of Health (NIH) funding in ophthalmology and characterize its distribution to departments and principal investigators (PIs) affiliated with U.S. medical schools. DESIGN Longitudinal descriptive analysis. METHODS We queried publically accessible data from the Blue Ridge Institute for Medical Research and NIH RePORTER to determine annual funding trends in ophthalmology from 2009 to 2020. To characterize the distribution of funding, we further ranked the top departments and principal investigators (PIs). Department websites (among other online resources) were utilized to extract characteristics of the latter cohort. RESULTS After adjusting for inflation, we observed a modest 9% increase in median NIH funding to academic ophthalmology departments between 2009 and 2020. In the same time period, among individual PIs, this translated to a 9% decline in median funding. Our results among both departments and PIs indicated a persistent inequality in NIH funding. In 2020, 10 ophthalmology departments received 44% of total funding, which is consistent with findings from prior years. Our ranking of PIs by average annual NIH funding indicated a disproportionate representation of males (76%) and PhDs (58%) in the top 50. CONCLUSIONS Overall, the results of this investigation suggest NIH funding remains limited for individual investigators, reflecting the increasingly competitive nature of the grant application process. Systemic alterations will be required to reverse these trends. If not accomplished, nascent and established researchers alike will continue to endure challenges in obtaining and maintaining funding.
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Affiliation(s)
- Parth A Patel
- Department of Ophthalmology, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - Rhea Gopali
- Department of Biological Sciences, North Carolina State University, Raleigh, NC, USA
| | - Anvith Reddy
- Department of Cellular Biology, University of Georgia, Athens, GA, USA
| | - Kajol K Patel
- Department of Ophthalmology, Medical College of Georgia, Augusta University, Augusta, GA, USA
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10
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Nakamura RK, Mann LS, Lindner MD, Braithwaite J, Chen MC, Vancea A, Byrnes N, Durrant V, Reed B. An experimental test of the effects of redacting grant applicant identifiers on peer review outcomes. eLife 2021; 10:71368. [PMID: 34665132 PMCID: PMC8612703 DOI: 10.7554/elife.71368] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Accepted: 10/08/2021] [Indexed: 11/18/2022] Open
Abstract
Background: Blinding reviewers to applicant identity has been proposed to reduce bias in peer review. Methods: This experimental test used 1200 NIH grant applications, 400 from Black investigators, 400 matched applications from White investigators, and 400 randomly selected applications from White investigators. Applications were reviewed by mail in standard and redacted formats. Results: Redaction reduced, but did not eliminate, reviewers’ ability to correctly guess features of identity. The primary, preregistered analysis hypothesized a differential effect of redaction according to investigator race in the matched applications. A set of secondary analyses (not preregistered) used the randomly selected applications from White scientists and tested the same interaction. Both analyses revealed similar effects: Standard format applications from White investigators scored better than those from Black investigators. Redaction cut the size of the difference by about half (e.g. from a Cohen’s d of 0.20–0.10 in matched applications); redaction caused applications from White scientists to score worse but had no effect on scores for Black applications. Conclusions: Grant-writing considerations and halo effects are discussed as competing explanations for this pattern. The findings support further evaluation of peer review models that diminish the influence of applicant identity. Funding: Funding was provided by the NIH.
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Affiliation(s)
- Richard K Nakamura
- Retired, formerly Center for Scientific Review, National Institutes of Health, Bethesda, United States
| | - Lee S Mann
- Retired, formerly Center for Scientific Review, National Institutes of Health, Bethesda, United States
| | - Mark D Lindner
- Center for Scientific Review, National Institutes of Health, Bethesda, United States
| | | | - Mei-Ching Chen
- Center for Scientific Review, National Institutes of Health, Bethesda, United States
| | - Adrian Vancea
- Center for Scientific Review, National Institutes of Health, Bethesda, United States
| | - Noni Byrnes
- Center for Scientific Review, National Institutes of Health, Bethesda, United States
| | - Valerie Durrant
- Center for Scientific Review, National Institutes of Health, Bethesda, United States
| | - Bruce Reed
- Center for Scientific Review, National Institutes of Health, Bethesda, United States
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11
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ReFaey K, Freeman WD, Tripathi S, Guerrero-Cazares H, Eatz TA, Meschia JF, Carter RE, Petrucelli L, Meyer FB, Quinones-Hinojosa A. NIH funding trends for neurosurgeon-scientists from 1993-2017: Biomedical workforce implications for neurooncology. J Neurooncol 2021; 154:51-62. [PMID: 34232472 PMCID: PMC8684039 DOI: 10.1007/s11060-021-03797-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Accepted: 04/16/2021] [Indexed: 10/25/2022]
Abstract
INTRODUCTION Neurosurgeons represent 0.5% of all physicians and currently face a high burden of disease. Physician-scientists are essential to advance the mission of National Academies of Science (NAS) and National Institutes of Health (NIH) through discovery and bench to bedside translation. We investigated trends in NIH neurosurgeon-scientist funding over time as an indicator of physician-scientist workforce training. METHODS We used NIH Research Portfolio Online Reporting Tools (RePORTER) to extract grants to neurosurgery departments and neurosurgeons from 1993 to 2017. Manual extraction of each individual grant awardee was conducted. RESULTS After adjusting for U.S. inflation (base year: 1993), NIH funding to neurosurgery departments increased yearly (P < 0.00001). However, neurosurgeon-scientists received significantly less NIH funding compared to scientists (including basic scientists and research only neurosurgeons) (P = 0.09). The ratio of neurosurgeon-scientists to scientists receiving grants was significantly reduced (P = 0.002). Interestingly, the percentage of oncology-related neurosurgery grants significantly increased throughout the study period (P = 0.002). The average number of grants per neurosurgeon-scientists showed an upward trend (P < 0.001); however, the average number of grants for early-career neurosurgeon-scientists, showed a significant downward trend (P = 0.05). CONCLUSION Over the past 23 years, despite the overall increasing trends in the number of NIH grants awarded to neurosurgery departments overall, the proportion of neurosurgeon-scientists that were awarded NIH grants compared to scientists demonstrates a declining trend. This observed shift is disproportionate in the number of NIH grants awarded to senior level compared to early-career neurosurgeon-scientists, with more funding allocated towards neurosurgical-oncology-related grants.
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Affiliation(s)
- Karim ReFaey
- Department of Neurosurgery, Mayo Clinic, Jacksonville, FL, USA
| | - William D Freeman
- Department of Neurosurgery, Mayo Clinic, Jacksonville, FL, USA.,Department of Neurology, Mayo Clinic, Jacksonville, FL, USA
| | - Shashwat Tripathi
- Department of Neurosurgery, Mayo Clinic, Jacksonville, FL, USA.,Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | | | - Tiffany A Eatz
- University of Miami, Miller School of Medicine, Miami, FL, USA
| | - James F Meschia
- Department of Neurosurgery, Mayo Clinic, Jacksonville, FL, USA.,Department of Neurology, Mayo Clinic, Jacksonville, FL, USA
| | - Rickey E Carter
- Department of Health Sciences Research, Mayo Clinic, Jacksonville, FL, USA
| | | | | | - Alfredo Quinones-Hinojosa
- Department of Neurosurgery, Mayo Clinic, Jacksonville, FL, USA. .,Brain Tumor Stem Cell Laboratory, Department of Neurologic Surgery, Mayo Clinic, 4500 San Pablo Rd. S, Jacksonville, FL, 32224, USA.
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12
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Lyu T, Qiao S, Hair N, Liang C, Li X. Federal funding allocation on HIV/AIDS research in the United States (2008-2018): an exploratory study using Big Data. AIDS Care 2021:1-7. [PMID: 33682543 DOI: 10.1080/09540121.2021.1896664] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Literature suggests that federal funding allocation for HIV-related research in the US may not align with HIV disease burden but is influenced by structural disparities. This study sought to examine how federal funding allocation is associated with HIV disease burden and research capacity of states by applying Big Data integration, text mining, and statistics. Using text mining, we identified 20,678 HIV-related federal projects from 2008 to 2018 in NIH ExPORTER, which were then integrated with data from AtlasPlus and US Census Bureau. We developed Gini coefficients to assess the inequality of funding and the Generalized Estimating Equations model to examine the associations between funding allocation and (1) state HIV disease burden, (2) state research capacity, and (3) geographic regions, respectively. The Gini coefficients (0.60 to 0.80) suggest a highly skewed funding distribution. Funding allocation was not associated with state HIV disease burden (p = 0.269) but HIV research capacity (p = 0.000). The South (with the heaviest HIV disease burden) did not receive significantly more federal funding. Our findings for the first time identified disparities of federal funding allocation, suggesting that federal agencies favor states of high research capacity over heavy disease burden, which may reinforce the HIV-related health disparities.
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Affiliation(s)
- Tianchu Lyu
- Department of Health Services Policy and Management, University of South Carolina, Columbia, SC, USA
| | - Shan Qiao
- Department of Health Promotion, Education, and Behavior, University of South Carolina, Columbia, SC, USA
| | - Nicole Hair
- Department of Health Services Policy and Management, University of South Carolina, Columbia, SC, USA
| | - Chen Liang
- Department of Health Services Policy and Management, University of South Carolina, Columbia, SC, USA
| | - Xiaoming Li
- Department of Health Promotion, Education, and Behavior, University of South Carolina, Columbia, SC, USA
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13
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Fairley M, Cipriano LE, Goldhaber-Fiebert JD. Optimal Allocation of Research Funds under a Budget Constraint. Med Decis Making 2020; 40:797-814. [PMID: 32845233 DOI: 10.1177/0272989x20944875] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Purpose. Health economic evaluations that include the expected value of sample information support implementation decisions as well as decisions about further research. However, just as decision makers must consider portfolios of implementation spending, they must also identify the optimal portfolio of research investments. Methods. Under a fixed research budget, a decision maker determines which studies to fund; additional budget allocated to one study to increase the study sample size implies less budget available to collect information to reduce decision uncertainty in other implementation decisions. We employ a budget-constrained portfolio optimization framework in which the decisions are whether to invest in a study and at what sample size. The objective is to maximize the sum of the studies' population expected net benefit of sampling (ENBS). We show how to determine the optimal research portfolio and study-specific levels of investment. We demonstrate our framework with a stylized example to illustrate solution features and a real-world application using 6 published cost-effectiveness analyses. Results. Among the studies selected for nonzero investment, the optimal sample size occurs at the point at which the marginal population ENBS divided by the marginal cost of additional sampling is the same for all studies. Compared with standard ENBS optimization without a research budget constraint, optimal budget-constrained sample sizes are typically smaller but allow more studies to be funded. Conclusions. The budget constraint for research studies directly implies that the optimal sample size for additional research is not the point at which the ENBS is maximized for individual studies. A portfolio optimization approach can yield higher total ENBS. Ultimately, there is a maximum willingness to pay for incremental information that determines optimal sample sizes.
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Affiliation(s)
- Michael Fairley
- Department of Management Science and Engineering, Stanford University, Stanford, CA, USA
| | - Lauren E Cipriano
- Ivey Business School and the Department of Epidemiology and Biostatistics at Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Jeremy D Goldhaber-Fiebert
- Stanford Health Policy, Centers for Health Policy and Primary Care and Outcomes Research, Stanford University, Stanford, CA, USA
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NIH funding trends to US medical schools from 2009 to 2018. PLoS One 2020; 15:e0233367. [PMID: 32480400 PMCID: PMC7263845 DOI: 10.1371/journal.pone.0233367] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2019] [Accepted: 05/04/2020] [Indexed: 11/29/2022] Open
Abstract
Total NIH funding dollars have increased from 2009–2018. We questioned whether this growth has occurred proportionately around the country and throughout allopathic medical schools. Therefore, we compared the trend in NIH grant funding from 2009 to 2018 for United States allopathic medical schools among historically top-funded schools, private and public schools, and by region of the country. Changes in both unadjusted and real funding dollars over time revealed a significant difference. Region was the only significant factor for mean percent change in funding from 2009–2018, with the Western region showing a 33.79% increase in purchasing power. The Northeastern region showed a -6.64% decrease in purchasing power while the Central and Southern regions reported changes of 2.46% and -6.08%, respectively. The mean percent increases were more proportional and nonsignificant in the public vs. private institutions comparison, at -3.41% and 4.75%, respectively. Likewise, the top-funded institutions vs. other institutions comparisons demonstrated modest, nonsignificant differences. However, although the relative changes might be proportional, the absolute increases evidence a pattern of growing cumulative advantage that favor the highest-funded institutions and private institutions. The potential consequences of this disproportionate increase include health science education, biomedical research, and patient access disparities in large parts of the country. The NIH and the scientific community should explore potential solutions in its funding models.
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