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Kim Y, Thompson A, Nip ISB. Effects of Deep-Brain Stimulation on Speech: Perceptual and Acoustic Data. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2024; 67:1090-1106. [PMID: 38498664 PMCID: PMC11005955 DOI: 10.1044/2024_jslhr-23-00511] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 12/15/2023] [Accepted: 01/16/2024] [Indexed: 03/20/2024]
Abstract
PURPOSE This study examined speech changes induced by deep-brain stimulation (DBS) in speakers with Parkinson's disease (PD) using a set of auditory-perceptual and acoustic measures. METHOD Speech recordings from nine speakers with PD and DBS were compared between DBS-On and DBS-Off conditions using auditory-perceptual and acoustic analyses. Auditory-perceptual ratings included voice quality, articulation precision, prosody, speech intelligibility, and listening effort obtained from 44 listeners. Acoustic measures were made for voicing proportion, second formant frequency slope, vowel dispersion, articulation rate, and range of fundamental frequency and intensity. RESULTS No significant changes were found between DBS-On and DBS-Off for the five perceptual ratings. Four of six acoustic measures revealed significant differences between the two conditions. While articulation rate and acoustic vowel dispersion increased, voicing proportion and intensity range decreased from the DBS-Off to DBS-On condition. However, a visual examination of the data indicated that the statistical significance was mostly driven by a small number of participants, while the majority did not show a consistent pattern of such changes. CONCLUSIONS Our data, in general, indicate no-to-minimal changes in speech production ensued from DBS stimulation. The findings are discussed with a focus on large interspeaker variability in PD in terms of their speech characteristics and the potential effects of DBS on speech.
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Affiliation(s)
- Yunjung Kim
- School of Communication Science and Disorders, Florida State University, Tallahassee
| | - Austin Thompson
- Department of Communication Sciences and Disorders, University of Houston, TX
| | - Ignatius S. B. Nip
- School of Speech, Language, and Hearing Sciences, San Diego State University, CA
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Smilowska K, Pietrzykowski T, Chaudhuri KR, Bloem BR, van Wamelen DJ. Accessibility of Device-Aided Therapies for Persons With Parkinson's Disease in Poland. J Mov Disord 2024; 17:208-212. [PMID: 37980901 PMCID: PMC11082617 DOI: 10.14802/jmd.23172] [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: 09/04/2023] [Revised: 10/13/2023] [Accepted: 11/17/2023] [Indexed: 11/21/2023] Open
Abstract
OBJECTIVE Access to care for people with Parkinson's disease (PD), particularly to device-aided therapies (DAT), is not equally distributed. The objective was to analyze accessibility to DAT (deep brain stimulation, intraduodenal levodopa pump therapy, and apomorphine pump therapy) in Poland. METHODS We analyzed the distribution of DAT use in Poland by determining the number of persons with PD receiving one of the three DATs during 2015-2021. RESULTS In 2021, the number of persons receiving DAT in Poland was 0.56% of the total PD population, increasing from 0.21% in 2015. Overall, deep brain stimulation was the preferred DAT in Poland, but strong regional differences in the use of the other DATs were observed. Accessibility to DAT was negatively associated with average annual income (p < 0.001). CONCLUSION Access to DAT for persons with PD in Poland is still limited, and strong regional differences in accessibility were observed, although its general increase over the last decade is encouraging.
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Affiliation(s)
- Katarzyna Smilowska
- Department of Neurology, 5th Regional Hospital, Sosnowiec, Poland
- Radboud University Medical Centre; Donders institute for Brain, Cognition and Behaviour; Department of Neurology; Centre of Expertise for Parkinson & Movement Disorders; Nijmegen, The Netherlands
| | - Tomasz Pietrzykowski
- Research Centre for Public Policy and Regulatory Governance, Faculty of Law and Administration, University of Silesia in Katowice, Katowice, Poland
| | - K. Ray Chaudhuri
- King’s College London, Institute of Psychiatry, Psychology & Neuroscience, Department of Basic and Clinical Neuroscience, London, UK
- Parkinson’s Foundation Center of Excellence, King’s College Hospital, Denmark Hill, London, UK
| | - Bastiaan R. Bloem
- Radboud University Medical Centre; Donders institute for Brain, Cognition and Behaviour; Department of Neurology; Centre of Expertise for Parkinson & Movement Disorders; Nijmegen, The Netherlands
| | - Daniel J. van Wamelen
- Radboud University Medical Centre; Donders institute for Brain, Cognition and Behaviour; Department of Neurology; Centre of Expertise for Parkinson & Movement Disorders; Nijmegen, The Netherlands
- Parkinson’s Foundation Center of Excellence, King’s College Hospital, Denmark Hill, London, UK
- King’s College London, Institute of Psychiatry, Psychology & Neuroscience, Department of Neuroimaging, London, UK
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Tomskiy AA, Bril EV, Gamaleya AA, Poddubskaya AA, Fedorova NV, Levin OS, Illarioshkin SN. [Problems in organizing neurosurgical care for patients with Parkinson's disease in the Russian Federation]. ZHURNAL VOPROSY NEIROKHIRURGII IMENI N. N. BURDENKO 2024; 88:5-13. [PMID: 38881010 DOI: 10.17116/neiro2024880315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2024]
Abstract
BACKGROUND Currently, there are some problems in the Russian Federation complicating development of neurosurgical care for patients with Parkinson's disease (PD). MATERIAL AND METHODS In 2022, neurologists - movement disorders specialists were surveyed to analyze situation with PD pharmacological treatment and referral of patients for surgical treatment in Russian constituent entities. Data on neurosurgical treatment of PD were obtained by collecting information on the surgical activity of medical institutions in the Russian Federation. Most hospitals involved in PD treatment took part in this study. RESULTS The state of neurosurgical care for patients with PD is analyzed and possible ways to improve the quality of treatment are discussed. CONCLUSION Over the past 20 years, a system of neurosurgical care for patients with PD has been formed in 14 centers in the Russian Federation (2022). Obstacles to its further development can be divided into 3 categories: problems of patient selection and routing, complexity of organization and financing surgeries, and imperfect postoperative patient management. Ways to overcome these obstacles imply expanding the network of centers for extrapyramidal diseases, development of domestic neurostimulation systems, improving the distribution of quotas taking into account the capabilities of hospitals, specialized training of neurologists for extrapyramidal centers and neurosurgeons for deep brain stimulation centers, adequate financing and systematization of postoperative management of patients with PD.
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Affiliation(s)
- A A Tomskiy
- Burdenko Neurosurgical Center, Moscow, Russia
| | - E V Bril
- Burnazyan Federal Medical Biophysical Center, Moscow, Russia
- Russian Medical Academy of Continuing Professional Education, Moscow, Russia
| | | | | | - N V Fedorova
- Russian Medical Academy of Continuing Professional Education, Moscow, Russia
| | - O S Levin
- Russian Medical Academy of Continuing Professional Education, Moscow, Russia
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Baghaki S, Yalcin CE, Mazlum LC. Periosteal Turnover Flap for Coverage and Salvage of Exposed Deep Brain Stimulation Device. J Craniofac Surg 2023; 34:e794-e796. [PMID: 38011272 DOI: 10.1097/scs.0000000000009683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 06/25/2023] [Indexed: 11/29/2023] Open
Abstract
Implanted deep brain stimulation (DBS) devices are crucial in the treatment of movement disorders. Hardware extrusion is among the most frequent complications of the implantation process and requires reconstruction with well-vascularized tissues. The authors present a case of periosteal turnover flap for coverage of an exposed DBS device. An 11-year-old female patient with spastic cerebral palsy presented with an exposed DBS device located in the right parietal area. The exposed device was covered by a proximally based periosteal flap. Postoperative evaluations at months 1, 2, 3, and 8 revealed no signs of infection or dehiscence. This brief clinical study shows that reconstruction with periosteal turnover flaps is both an easy and excellent choice for secondary closure of exposed DBS devices.
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Affiliation(s)
- Semih Baghaki
- Department of Plastic, Reconstructive, and Aesthetic Surgery, Koc University School of Medicine
| | - Can E Yalcin
- Department of Plastic, Reconstructive, and Aesthetic Surgery, Cerrahpasa Medical Faculty, Istanbul University-Cerrahpasa, Istanbul, Turkey
| | - Leo C Mazlum
- Department of Plastic, Reconstructive, and Aesthetic Surgery, Koc University School of Medicine
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Saving the Exposed Deep Brain Stimulation Implant: A Comprehensive Review of Implant Extrusion and Reconstructive Options. Ann Plast Surg 2022; 89:e21-e30. [DOI: 10.1097/sap.0000000000003318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Abstract
BACKGROUND The Canada Health Act requires reasonable access to all medically necessary therapies. No information is available to assess the current access to neuromodulation across Canada. This study quantifies the current rate of deep brain stimulation (DBS) for the entire country of Canada. Analyses were performed to determine whether there were differences in access based on provincial or territorial location, rural or non-rural region, or socioeconomic status. METHODS All implanted DBS devices in Canada over a 2-year epoch (January 2015 to December 2016) were supplied by either Boston Scientific or Medtronic. Investigators received anonymized data from these companies, including patient age and home residence region. The 2016 Statistics Canada census data were used to determine the rate of DBS surgery and whether access was related to provincial location, rural versus non-rural region or socioeconomic status. RESULTS A total of 722 patients were studied. The rate of DBS surgery for the entire country was ten per million population per year. Saskatchewan was significantly above (374%) the national average, whereas Quebec (40%) and Newfoundland & Labrador (32%) were significantly below the national average. No patients from the three territories received DBS. There were no significant differences in access from rural versus non-rural areas or in regions within provinces with different socioeconomic status. CONCLUSIONS This is the first study to quantify all patients receiving DBS within an entire country. The current rate of DBS surgery within Canada is ten cases per million per year. Statistically significant regional differences were discovered and discussed.
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Diestro JDB, Vesagas TS, Teleg RA, Aguilar JA, Anlacan JP, Jamora RDG. Deep Brain Stimulation for Parkinson Disease in the Philippines: Outcomes of the Philippine Movement Disorder Surgery Center. World Neurosurg 2018; 115:e650-e658. [DOI: 10.1016/j.wneu.2018.04.125] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2018] [Revised: 04/16/2018] [Accepted: 04/17/2018] [Indexed: 10/17/2022]
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Ben-Haim S, Falowski SM. Evaluation of Patient Perspectives Toward Awake, Frame-Based Deep-Brain Stimulation Surgery. World Neurosurg 2017; 111:e601-e607. [PMID: 29288853 DOI: 10.1016/j.wneu.2017.12.122] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2017] [Revised: 12/18/2017] [Accepted: 12/19/2017] [Indexed: 11/24/2022]
Abstract
BACKGROUND Deep brain stimulation (DBS) is an effective therapeutic modality; however, only a percentage of eligible patients undergo the procedure. OBJECTIVES To study patients' perspectives toward DBS surgery. METHODS A survey was sent to 95 consecutive adult patients who underwent DBS surgery for Parkinson disease, essential tremor, or dystonia; the response rate was 73% (69 patients). Post-hoc analyses were performed to evaluate factors that led to favorable outcomes. The average time between surgical procedure to survey completion was 16 months. RESULTS Awake surgery, use of a rigid head frame, and having hair clipped were seldom reported as major deterrents to surgery. Patients retrospectively reported an average comfort level of 8.3 ± 1.8 during surgery. The average comfort level with head frame placement was reported as 5.2 ± 3.15, and patients reporting discomfort with the frame nonetheless reported overall comfort with the procedure (8.7 ± 1.8). An analysis of satisfaction revealed that 90% of patients would recommend the procedure to a family member or friend and that 78% of patients would undergo the procedure again. A post-hoc analysis of patients who were not satisfied with the procedure revealed that this subset reported significantly less overall comfort (6.9 ± 1.7, P = 0.0003) and were less likely to report that the goals and expectations of surgery were clearly discussed before surgery (P = 0.0004). CONCLUSIONS Frame placement, awake surgery, and head shaving did not appear to play a significant role in most patients' decision-making process to undergo DBS, as analyzed in this retrospective cohort. The majority of patients were satisfied with the procedure and reported being comfortable. Managing goals and expectations preoperatively played a significant role in ultimate overall satisfaction.
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Affiliation(s)
- Sharona Ben-Haim
- Department of Neurosurgery, University of California, San Diego, San Diego, California, USA
| | - Steven M Falowski
- Department of Neurosurgery, St. Lukes University Health Network, Bethlehem, Pennsylvania, USA.
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Eijkholt M, Cabrera LY, Ramirez-Zamora A, Pilitsis JG. Shaking Up the Debate: Ensuring the Ethical Use of DBS Intervention Criteria for Mid-Stage Parkinson's Patients. Neuromodulation 2017; 20:411-416. [DOI: 10.1111/ner.12608] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2017] [Revised: 03/06/2017] [Accepted: 03/21/2017] [Indexed: 11/30/2022]
Affiliation(s)
- Marleen Eijkholt
- Center for Ethics & Humanities in the Life Sciences; Michigan State University; Grand Rapids MI USA
| | - Laura Y. Cabrera
- Center for Ethics & Humanities in the Life Sciences; Michigan State University; East Lansing MI USA
| | - Adolfo Ramirez-Zamora
- Department of Neurology, Center for Movement Disorders and Neurorestoration; University of Florida; Gainesville FL USA
| | - Julie G. Pilitsis
- Department of Neuroscience and Experimental Therapeutics, Albany Medical Center; Albany NY USA
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Lee JI. The Current Status of Deep Brain Stimulation for the Treatment of Parkinson Disease in the Republic of Korea. J Mov Disord 2015; 8:115-21. [PMID: 26413238 PMCID: PMC4572661 DOI: 10.14802/jmd.15043] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2015] [Revised: 07/22/2015] [Accepted: 07/28/2015] [Indexed: 12/04/2022] Open
Abstract
Parkinson disease (PD) is a common neurodegenerative disease with an increasing prevalence in Korea. Deep brain stimulation (DBS) is a safe and effective surgical treatment option for this disease. The aim of this review was to provide an update regarding current DBS practices with respect to the treatment of PD in the Republic of Korea. The first DBS in Korea was performed in 2000; approximately 2,000 patients have undergone DBS for a variety of neurological disorders, the majority of whom were patients with PD. Approximately 150 new patients with PD receive DBS annually, and more than 20 centers perform DBS. However, DBS remains underutilized for many reasons, and the clinical case burden at many institutions is below the level presumed adequate for qualified practice. With a rapidly aging population and an evolving socioeconomic environment, the need for surgical intervention for PD is likely to increase significantly in the future. Many issues such as finances, education, and quality assurance must be resolved to cope with this need.
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Affiliation(s)
- Jung-Il Lee
- Department of Neurosurgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
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Kestenbaum M, Ford B, Louis ED. Estimating the Proportion of Essential Tremor and Parkinson's Disease Patients Undergoing Deep Brain Stimulation Surgery: Five-Year Data From Columbia University Medical Center (2009-2014). Mov Disord Clin Pract 2015; 2:384-387. [PMID: 28845438 DOI: 10.1002/mdc3.12185] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
OBJECTIVE The aim of this study was to estimate, at a tertiary referral center, the proportion of essential tremor (ET) and Parkinson's disease (PD) patients who underwent DBS surgery. BACKGROUND DBS surgery is an important treatment for ET and PD. Surprisingly, there are no published data on the precise proportion of such patients who are referred for this procedure. METHODS Using the computerized billing database at the Center for Parkinson's Disease and Other Movement Disorders, Columbia University Medical Center, we searched for patients who received the diagnostic codes 333.1 (tremor) and 332.0 (PD) and who were followed by a doctor at the center during the 5-year period from 2009 to 2014. The number of patients who underwent DBS surgery for these diagnoses during this time period was also determined. RESULTS Seventy-seven patients with these diagnoses (52 PD, 14 ET, and 11 ET + PD) who were followed at the center underwent DBS surgery during this time period. The proportion of ET patients who underwent DBS surgery was 2.90% (95% confidence interval [CI]: 1.78-4.02), and for PD this was 1.38% (95% CI: 1.04-1.72). The difference was significant (P < 0.001). CONCLUSIONS At a tertiary-referral center, 1 in 34 ET patients and 1 in 72 PD patients underwent DBS surgery. Similar studies from other major centers would be of additional value. These data are likely to have utility when planning health care services for patients with these diagnoses.
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Affiliation(s)
- Meir Kestenbaum
- Department of Neurology, College of Physicians and Surgeons, Columbia University, New York, New York, USA
| | - Blair Ford
- Department of Neurology, College of Physicians and Surgeons, Columbia University, New York, New York, USA
| | - Elan D Louis
- Department of Neurology, Yale School of Medicine, Yale University, New Haven, Connecticut, USA
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Kalakoti P, Ahmed O, Bollam P, Missios S, Wilden J, Nanda A. Predictors of unfavorable outcomes following deep brain stimulation for movement disorders and the effect of hospital case volume on outcomes: an analysis of 33, 642 patients across 234 US hospitals using the National (Nationwide) Inpatient Sample from 2002 to 2011. Neurosurg Focus 2015; 38:E4. [DOI: 10.3171/2015.3.focus1547] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECT
With limited data available on association of risk factors and effect of hospital case volume on outcomes following deep brain stimulation (DBS), the authors attempted to identify these associations using a large population-based database.
METHODS
The authors performed a retrospective cohort study involving patients who underwent DBS for 3 primary movement disorders: Parkinson’s disease, essential tremor, and dystonia from 2002 to 2011 using the National (Nationwide) Inpatient Sample (NIS) database. Using national estimates, the authors identified associations of patient demographics, clinical characteristics, and hospital characteristics on short-term postoperative outcomes following DBS. Additionally, effect of hospital volume on unfavorable outcomes was investigated.
RESULTS
Overall, 33, 642 patients underwent DBS for 3 primary movement disorders across 234 hospitals in the US. The mean age of the cohort was 63.42 ± 11.31 years and 36% of patients were female. The inpatients’ postoperative risks were 5.9% for unfavorable discharge, 10.2% for prolonged length of stay, 14.6% for high-end hospital charges, 0.5% for wound complications, 0.4% for cardiac complications, 1.8% for venous thromboembolism, and 5.5% for neurological complications, including those arising from an implanted nervous system device. Compared with low-volume centers, odds of having an unfavorable discharge, prolonged LOS, high-end hospital charges, wound, and cardiac complications were significantly lower in the high-volume and medium-volume centers.
CONCLUSIONS
The authors’ study provides individualized estimates of the risks of postoperative complications based on patient demographics and comorbidities and hospital characteristics, which could potentially be used as an adjunct for risk stratification for patients undergoing DBS.
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Sharma M, Ambekar S, Guthikonda B, Wilden J, Nanda A. Regional trends and the impact of various patient and hospital factors on outcomes and costs of hospitalization between academic and nonacademic centers after deep brain stimulation surgery for Parkinson's disease: a United States Nationwide Inpatient Sample analysis from 2006 to 2010. Neurosurg Focus 2013; 35:E2. [DOI: 10.3171/2013.8.focus13295] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Object
The aim of this study was to analyze the incidence of adverse outcomes, complications, inpatient mortality, length of hospital stay, and the factors affecting them between academic and nonacademic centers after deep brain stimulation (DBS) surgery for Parkinson's disease (PD). The authors also analyzed the impact of various factors on the total hospitalization charges after this procedure.
Methods
This is a retrospective cohort study using the Nationwide Inpatient Sample (NIS) from 2006 to 2010. Various patient and hospital variables were analyzed from the database. The adverse discharge disposition and the higher cost of hospitalization were taken as the dependent variables.
Results
A total of 2244 patients who underwent surgical treatment for PD were identified from the database. The mean age was 64.22 ± 9.8 years and 68.7% (n = 1523) of the patients were male. The majority of the patients was discharged to home or self-care (87.9%, n = 1972). The majority of the procedures was performed at high-volume centers (64.8%, n = 1453), at academic institutions (85.33%, n = 1915), in urban areas (n = 2158, 96.16%), and at hospitals with a large bedsize (86.6%, n = 1907) in the West or South. Adverse discharge disposition was more likely in elderly patients (OR > 1, p = 0.011) with high comorbidity index (OR 1.508 [95% CI 1.148–1.98], p = 0.004) and those with complications (OR 3.155 [95% CI 1.202–8.279], p = 0.033). A hospital with a larger annual caseload was an independent predictor of adverse discharge disposition (OR 3.543 [95% CI 1.781–7.048], p < 0.001), whereas patients treated by physicians with high case volumes had significantly better outcomes (p = 0.006). The median total cost of hospitalization had increased by 6% from 2006 through 2010. Hospitals with a smaller case volume (OR 0.093, p < 0.001), private hospitals (OR 11.027, p < 0.001), nonteaching hospitals (OR 3.139, p = 0.003), and hospitals in the West compared with hospitals in Northeast and the Midwest (OR 1.885 [p = 0.033] and OR 2.897 [p = 0.031], respectively) were independent predictors of higher hospital cost. The mean length of hospital stay decreased from 2.03 days in 2006 to 1.55 days in 2010. There was no difference in the discharge disposition among academic versus nonacademic centers and rural versus urban hospitals (p > 0.05).
Conclusions
Elderly female patients with nonprivate insurance and high comorbidity index who underwent surgery at low-volume centers performed by a surgeon with a low annual case volume and the occurrence of postoperative complications were correlated with an adverse discharge disposition. High-volume, government-owned academic centers in the Northeast were associated with a lower cost incurred to the hospitals. It can be recommended that the widespread availability of this procedure across small, academic centers in rural areas may not only provide easier access to the patients but also reduces the total cost of hospitalization.
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Anderson D, Kartha N. Deep Brain Stimulation in Nonparkinsonian Movement Disorders and Emerging Technologies, Targets, and Therapeutic Promises in Deep Brain Stimulation. Neurol Clin 2013; 31:809-26. [DOI: 10.1016/j.ncl.2013.03.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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