1
|
Leung N, Bernacki SE, Kalia N, Bernacki EJ, Almeida JRC. Long-Term Healthcare Utilization and the Cost of Bipolar Disorder Among Participants in a Large Employer's Health Benefit Plan. J Occup Environ Med 2022; 64:e124-e130. [PMID: 34935680 DOI: 10.1097/jom.0000000000002465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Bipolar disorder (BD) is a chronic illness with recurrent exacerbations. The objective was to evaluate longitudinal costs related to BD in an employer-sponsored medical plan. METHODS This analysis utilized 5 years of administrative claims data. Claimants with a diagnosis of BD were matched to plan members (1:5) based on age, sex, and years of follow-up. RESULTS Medical costs for hospitalized BD members were 3.5 times more expensive than the general population (BDhosp = $92.2K vs General population = $26.8K). Average 5-year paid costs among hospitalized members with BD was $107K, $105.4K with cancer, and $103.3K with myocardial infarction (MI). CONCLUSIONS Hospitalized BD plan members consumed more than 3.5 times the medical resources and were similar in longitudinal costs when compared with members with other costly conditions. These findings highlight the need for novel employer-sponsored programs to help manage BD.
Collapse
Affiliation(s)
- Nina Leung
- Department of Population Health (Dr Leung); Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland (Dr Leung, Dr Kalia, Dr Bernacki); Texas Mutual Insurance Company (Dr Leung); Campbell University School of Osteopathic Medicine, North Carolina (Dr Bernacki); General Electric, Cinncinati, Ohio (Dr Kalia); Department of Psychiatry and Behavior Sciences (Dr Almeida), Department of Population Health (Dr Leung, Dr Bernacki), Dell Medical School, the University of Texas at Austin, Austin, Texas
| | | | | | | | | |
Collapse
|
2
|
Brook RA, Kleinman NL, Beren IA. Disability and workers' compensation trends for employees with mental disorders and SUDs in the United States. Ment Health Clin 2021; 11:279-286. [PMID: 34621603 PMCID: PMC8463001 DOI: 10.9740/mhc.2021.09.279] [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: 04/21/2021] [Accepted: 08/20/2021] [Indexed: 11/21/2022] Open
Abstract
Introduction US employee absence benefits may include workers' compensation (WC) for work-related injuries/illnesses, short- and long-term disability (STD and LTD, respectively) for non–work-related injuries/illnesses, and discretionary sick leave (SL). Absences can significantly impact business performance, and employers are intensifying efforts to manage benefits and connections with employee health. This research compares all-cause STD/LTD/WC/SL use and variation from baseline (2002) for eligible employees (EMPs) with mental disorders (MDs) and SUDs to determine if use/payments varied over time. Methods Employees incurring medical claims with Agency for Healthcare Research and Quality MD and SUD ICD-9/10 codes were identified in the WorkPartners database (January 1, 2002 to December 31, 2019). Retrospective analysis was performed on annual prevalence, benefit use, mean days of leave, and median payments as a percent of salary (including lump-sum distributions and potentially extending beyond initiation year). WC claims without work absences were excluded. For each benefit, annual outcomes were calculated as a percent of baseline to show variability. Results Use was 48.1% to 202.2% (median, 102.8%) of baseline rates for SL (SUD-EMPs), and 87.3% to 108.4% (median, 97.3%) for STD (MD-EMPs). Days of LTD leaves were 21.5% to 657.8% (median, 359.2%) of baseline days (MD-EMPs), and 122.7% to 1042.2% (median, 460.0%) of baseline days for (SUD-EMPs). Median payments for WC were 78.6% to 253.6% (median, 114.6%) of baseline (MD-EMPs) and 97.9% to 481.6% (median, 104.0%) for SUD-EMPs. Discussion Employees with MD/SUD used absence benefits at differing rates over time with varying days of leave and payments as a percent of salary. Using a constant cost or salary replacement factor over time for all benefits is not accurate or appropriate.
Collapse
Affiliation(s)
- Richard A Brook
- Senior Consultant, Workpartners LLC, Loveland, Colorado.,Senior Integrated Data Analyst, Workpartners LLC, Loveland, Colorado
| | | | - Ian A Beren
- Senior Integrated Data Analyst, Workpartners LLC, Loveland, Colorado
| |
Collapse
|
3
|
Sterling S, Chi F, Weisner C, Grant R, Pruzansky A, Bui S, Madvig P, Pearl R. Association of behavioral health factors and social determinants of health with high and persistently high healthcare costs. Prev Med Rep 2018; 11:154-159. [PMID: 30003015 PMCID: PMC6039851 DOI: 10.1016/j.pmedr.2018.06.017] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Revised: 05/23/2018] [Accepted: 06/25/2018] [Indexed: 01/27/2023] Open
Abstract
A high proportion of U.S. health care costs are attributable to a relatively small proportion of patients. Understanding behavioral and social factors that predict initial and persistent high costs for these "high utilizers" is critical for health policy-makers. This prospective observational study was conducted at Kaiser Permanente Northern California (KPNC), an integrated healthcare delivery system with 4.1 million members. A stratified random sample of high-cost vs. non-high-cost adult KPNC members matched by age, gender, race/ethnicity, type of health insurance, and medical severity (N = 378) was interviewed between 3/14/2013 and 3/20/2014. Data on health care costs and clinical diagnoses between 1/1/2008 and 12/31/2012 were derived from the electronic health record (EHR). Social-economic status, depression symptoms, adverse childhood experiences (ACEs), interpersonal violence, financial stressors, neighborhood environment, transportation access, and patient activation and engagement were obtained through telephone interviews. Initial and subsequent high-cost status were defined as being classified in top 20% cost levels over 1/1/2009-12/31/2011 and 1/1/2012-12/31/2012, respectively. Psychiatric diagnosis (OR 2.55, 95% CI 1.52-4.29, p < 0.001), financial stressors (OR 1.97, 95% CI 1.19-3.26, p = 0.009), and ACEs (OR 1.10, 95% CI 1.00-1.20, p = 0.051) predicted initial high-cost status. ACEs alone predicted persistent high-cost status in the subsequent year (OR 1.12, 95% CI 1.00-1.25, p = 0.050). Non-medical factors such as psychiatric problems, financial stressors and adverse childhood experiences contribute significantly to the likelihood of high medical utilization and cost. Efforts to predict and reduce high utilization must include measuring and potentially addressing these factors.
Collapse
Affiliation(s)
- Stacy Sterling
- Division of Research, Kaiser Permanente Northern California, United States
| | - Felicia Chi
- Division of Research, Kaiser Permanente Northern California, United States
| | - Constance Weisner
- Division of Research, Kaiser Permanente Northern California, United States
- University of California, San Francisco, United States
| | - Richard Grant
- Division of Research, Kaiser Permanente Northern California, United States
| | | | - Sandy Bui
- The Permanente Medical Group, United States
| | | | | |
Collapse
|
4
|
Karve S, Markowitz M, Fu DJ, Lindenmayer JP, Wang CC, Candrilli SD, Alphs L. Assessing medication adherence and healthcare utilization and cost patterns among hospital-discharged patients with schizoaffective disorder. APPLIED HEALTH ECONOMICS AND HEALTH POLICY 2014; 12:335-346. [PMID: 24756319 PMCID: PMC4026676 DOI: 10.1007/s40258-014-0095-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
BACKGROUND Hospital-discharged patients with schizoaffective disorder have a high risk of re-hospitalization. However, limited data exist evaluating critical post-discharge periods during which the risk of re-hospitalization is significant. OBJECTIVE Among hospital-discharged patients with schizoaffective disorder, we assessed pharmacotherapy adherence and healthcare utilization and costs during sequential 60-day clinical periods before schizoaffective disorder-related hospitalization and post-hospital discharge. METHODS From the MarketScan(®) Medicaid database (2004-2008), we identified patients (≥18 years) with a schizoaffective disorder-related inpatient admission. Study measures including medication adherence and healthcare utilization and costs were assessed during sequential preadmission and post-discharge periods. We conducted univariate and multivariable regression analyses to compare schizoaffective disorder-related and all-cause healthcare utilization and costs (in 2010 US dollars) between each adjacent 60-day post-discharge periods. No adjustment was made for multiplicity. RESULTS We identified 1,193 hospital-discharged patients with a mean age of 41 years. The mean medication adherence rate was 46% during the 60-day period prior to index inpatient admission, which improved to 80% during the 60-day post-discharge period. Following hospital discharge, schizoaffective disorder-related healthcare costs were significantly greater during the initial 60-day period compared with the 61- to 120-day post-discharge period (mean US$2,370 vs US$1,765; p < 0.001), with rehospitalization (36%) and pharmacy (40%) accounting for over three-fourths of the initial 60-day period costs. Compared with the initial 60-day post-discharge period, both all-cause and schizoaffective disorder-related costs declined during the 61- to 120-day post-discharge period and remained stable for the remaining post-discharge periods (days 121-365). CONCLUSIONS We observed considerably lower (46%) adherence during 60 days prior to the inpatient admission; in comparison, adherence for the overall 6-month period was 8% (54%) higher. Our study findings suggest that both short-term (e.g., 60 days) and long-term (e.g., 6-12 months) medication adherence likely are important characteristics to examine among patients with schizoaffective disorder and help provide a more holistic view of patients' adherence patterns. Furthermore, we observed a high rate of rehospitalization and greater healthcare costs during the initial 60-day period post-discharge among patients with schizoaffective disorder. Further research is required to better understand and manage transitional care after discharge (e.g., monitor adherence), which may help reduce the likelihood of rehospitalization and the associated downstream costs.
Collapse
|
5
|
Markowitz M, Karve S, Panish J, Candrilli SD, Alphs L. Antipsychotic adherence patterns and health care utilization and costs among patients discharged after a schizophrenia-related hospitalization. BMC Psychiatry 2013; 13:246. [PMID: 24094241 PMCID: PMC3853885 DOI: 10.1186/1471-244x-13-246] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2013] [Accepted: 09/11/2013] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND This study aimed to assess antipsychotic adherence patterns and all-cause and schizophrenia-related health care utilization and costs sequentially during critical clinical periods (i.e., before and after schizophrenia-related hospitalization) among Medicaid-enrolled patients experiencing a schizophrenia-related hospitalization. METHODS All patients aged ≥ 18 years with a schizophrenia-related inpatient admission were identified from the MarketScan Medicaid database (2004-2008). Adherence (proportion of days covered [PDC]) to antipsychotics and schizophrenia-related and all-cause health care utilization and costs were assessed during preadmission (182- to 121-day, 120- to 61-day, and 60- to 0-day periods; overall, 6 months) and postdischarge periods (0- to 60-day, 61- to 120-day, 121- to 180-day, 181- to 240-day, 241- to 300-day, and 301- to 365-day periods; overall, 12 months). Health care utilization and costs (2010 US dollars) were compared between each adjacent 60-day follow-up period after discharge using univariate and multivariable regression analyses. No adjustment was made for multiplicity. RESULTS Of the 2,541 patients with schizophrenia (mean age: 41.2 years; 57% male; 59% black) who were identified, approximately 89% were "discharged to home self-care." Compared with the 60- to 0-day period before the index inpatient admission, greater mean adherence as measured by PDC was observed during the 0- to 60-day period immediately following discharge (0.46 vs. 0.78, respectively). The mean PDC during the overall 6-month preadmission period was lower than during the 6-month postdischarge period (0.53 vs. 0.69; P < 0.001). Compared with the 0- to 60-day postdischarge period, schizophrenia-related health care costs were significantly lower during the 61- to 120-day postdischarge period (mean: $2,708 vs. $2,102; P < 0.001); the primary cost drivers were rehospitalization (mean: $978 vs. $660; P < 0.001) and pharmacy (mean: $959 vs. $743; P < 0.001). Following the initial 60-day period, both all-cause and schizophrenia-related costs declined and remained stable for the remaining postdischarge periods (days 121-365). CONCLUSIONS Although long-term (e.g., 365-day) adherence measures are important, estimating adherence over shorter intervals may clarify the course of vulnerability to risk and enable clinicians to better design adherence/risk-related interventions. The greatest risk of rehospitalization and thus greater resource utilization were observed during the initial 60-day postdischarge period. Physicians should consider tailoring management and treatment strategies to help mitigate the economic and humanistic burden for patients with schizophrenia during this period.
Collapse
Affiliation(s)
| | - Sudeep Karve
- RTI Health Solutions, Research Triangle Park, North Carolina, USA
| | | | - Sean D Candrilli
- RTI Health Solutions, Research Triangle Park, North Carolina, USA
| | - Larry Alphs
- Janssen Scientific Affairs, LLC, Titusville, New Jersey
| |
Collapse
|
6
|
Manning JS, McElroy SL. Treating bipolar disorder in the primary care setting: the role of aripiprazole. PRIMARY CARE COMPANION TO THE JOURNAL OF CLINICAL PSYCHIATRY 2012; 11:245-57. [PMID: 19956463 DOI: 10.4088/pcc.08r00635] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2008] [Accepted: 09/29/2008] [Indexed: 10/20/2022]
Abstract
OBJECTIVE The objective of this article is to present practical strategies for detecting and diagnosing bipolar disorder in the primary care setting and to review the evidence for the efficacy and safety of aripiprazole treatment for bipolar disorder. DATA SOURCES A review of the literature from 1980 to 2007 was conducted from November 2006 through February 2007 using a MEDLINE search and the key words bipolar disorder, primary care, detection, diagnosis, and aripiprazole. STUDY SELECTION A total of 100 articles that focused on the accurate detection and diagnosis of bipolar disorder and the evidence of the efficacy and safety of aripiprazole in the treatment of bipolar disorder were selected. DATA SYNTHESIS Patients with bipolar disorder often present to primary care physicians with depressive or mixed symptoms as opposed to purely hypomanic or manic symptoms. Accurate diagnosis of bipolar disorder is essential in order to provide timely and appropriate treatment. One treatment option available is aripiprazole, a partial agonist of dopamine (D)₂ and D₃ and serotonin (5-HT)(₁A) receptors and an antagonist of the 5-HT(₂A) receptor. Clinical trial data have shown aripiprazole to be effective in treating manic and mixed episodes associated with bipolar I disorder, both in the acute phase and over an extended period of treatment lasting from 6 months to 2 years. CONCLUSIONS Accurate diagnosis and treatment of bipolar disorder are challenges increasingly faced by primary care physicians. Strategies geared toward detection, diagnosis, and management of bipolar I disorder and other bipolar spectrum disorders may improve the treatment outcome for patients. Aripiprazole may be considered as another first-line choice for the treatment of bipolar I disorder; however, its utility in patients with bipolar spectrum disorders is yet to be determined.
Collapse
Affiliation(s)
- J Sloan Manning
- University of North Carolina, Chapel Hill and Mood Disorders Clinic, Moses Cone Family Practice Residency, Greensboro, North Carolina, USA.
| | | |
Collapse
|
7
|
Pirraglia PA, Hampton JM, Rosen AB, Witt WP. Psychological distress and trends in healthcare expenditures and outpatient healthcare. THE AMERICAN JOURNAL OF MANAGED CARE 2011; 17:319-328. [PMID: 21718079 PMCID: PMC3322665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
OBJECTIVES To determine whether trends in psychological distress exist in the United States and whether trends in healthcare expenditures and outpatient visits were associated with psychological distress. STUDY DESIGN Sequential cross-sectional study of nationally representative data. METHODS We examined data from the National Health Interview Survey (NHIS) from 1997 to 2004 linked to 2 years of subsequent Medical Expenditure Panel Survey (MEPS) data. Psychological distress was measured in the NHIS using the K6, a 6-item scale of the Kessler Psychological Distress Scale, which we classified as no/low, mild-moderate, or severe. We examined subsequent annualized total, outpatient, and office-based expenditures, and outpatient and office-based visits from MEPS. RESULTS Psychological distress remained stable from 1997 to 2004. There were upward trends in overall healthcare expenditures (P <.001) and outpatient expenditures (P <.001), but not outpatient visits. Overall healthcare expenditures, outpatient expenditures, and outpatient visits significantly increased as psychological distress increased from no/low to mild-moderate to severe. The interaction between psychological distress strata and year was not significant for expenditures or for visits. CONCLUSIONS The upward trend in total and outpatient healthcare expenditures in the United States appears unrelated to psychological distress, although healthcare expenditures are consistently higher among those with greater psychological distress. Future work will explore the impact of treatment on costs and stability of the nation's mental health over time.
Collapse
Affiliation(s)
- Paul A Pirraglia
- Center on Systems, Outcomes, and Quality in Chronic Disease & Rehabilitation, Providence VA Medical Center and Alpert Medical School of Brown University, Providence, RI 02908, USA.
| | | | | | | |
Collapse
|
8
|
The impact of morbid obesity and bariatric surgery on comorbid conditions: a comprehensive examination of comorbidities in an employed population. J Occup Environ Med 2009; 51:170-9. [PMID: 19209038 DOI: 10.1097/jom.0b013e31818def04] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
OBJECTIVE Find conditions with significantly different prevalence among employees diagnosed with morbid obesity (DMO). Examine the effect of bariatric surgery on the prevalence of all categories of comorbid conditions after surgery. METHODS This large employer retrospective database analysis used matching to create two cohorts: Those with a DMO and those without. RESULTS The DMO cohort had higher diagnosis rates in every Agency for Healthcare Research and Quality major diagnostic category except pregnancy, and it had significantly higher prevalence in 147 of 261 Agency for Health care Research and Quality specific categories. Those electing to undergo bariatric surgery experienced significant prevalence decreases in 26 of 261 specific categories. CONCLUSION Employees DMO are at higher risk for many serious diseases. Bariatric surgery has been effective in promoting weight loss and decreasing the rates of many serious comorbidities.
Collapse
|
9
|
Fagiolini A, Chengappa KNR, Soreca I, Chang J. Bipolar disorder and the metabolic syndrome: causal factors, psychiatric outcomes and economic burden. CNS Drugs 2008; 22:655-69. [PMID: 18601304 DOI: 10.2165/00023210-200822080-00004] [Citation(s) in RCA: 90] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Overweight and obesity are highly prevalent in patients with bipolar disorder, and metabolic disorders also affect a significant portion of this population. Obesity and metabolic disorders cause significant economic burden and impair quality of life in both the general population and patients with bipolar disorder. This review examines the relationship between bipolar disorder and the metabolic syndrome, and the associated economic impact. The metabolic syndrome and bipolar disorder appear to share common risk factors, including endocrine disturbances, dysregulation of the sympathetic nervous system, and behaviour patterns, such as physical inactivity and overeating. In addition, many of the commonly used pharmacological treatments for bipolar disorder may intensify the medical burden in bipolar patients by causing weight gain and metabolic disturbances, including alterations in lipid and glucose metabolism, which can result in an increased risk for diabetes mellitus, hypertension, dyslipidaemia, cardiovascular disease and the metabolic syndrome. These medical co-morbidities and obesity have been associated with a worse disease course and likely contribute to the premature mortality observed in bipolar patients. Weight gain is also a major cause of treatment noncompliance, increased use of outpatient and inpatient services and, consequently, higher healthcare costs. Prevention of weight gain and metabolic disturbances or early intervention when these are present in bipolar disorder could result in significant health and economic benefits.
Collapse
Affiliation(s)
- Andrea Fagiolini
- Department of Psychiatry, University of Pittsburgh School of Medicine, Western Psychiatric Institute and Clinic, Pittsburgh, Pennsylvania, USA.
| | | | | | | |
Collapse
|
10
|
Objective measurement of work absence and on-the-job productivity: a case-control study of US employees with and without gastroesophageal reflux disease. J Occup Environ Med 2008; 50:25-31. [PMID: 18188078 DOI: 10.1097/jom.0b013e31815dba5a] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
OBJECTIVE To establish an association between gastroesophageal reflux disease (GERD) and increased work absence, as well as reduced productivity while at work, by using objective productivity measurements. METHODS Retrospective case-control analysis of a database containing US employees' administrative health care and payroll data for employees (N = 11,653 with GERD; N = 255,616 without GERD) who were enrolled for at least one year in an employer-sponsored health insurance plan. RESULTS Employees with GERD had 41% more sick leave days (P < 0.0001), 59% more short-term disability days (P < 0.0001), 39% more long-term disability days (P = 0.1910), 48% more workers' compensation days (P < 0.0001), 4.4% lower objective productivity per hour worked (P = 0.0481), and 6.0% lower annual objective productivity (P = 0.0391) than the employees without GERD. CONCLUSIONS GERD is associated with a significant impact on employees' work absence and productivity while at work as measured using objective data.
Collapse
|
11
|
Brook RA, Wahlqvist P, Kleinman NL, Wallander MA, Campbell SM, Smeeding JE. Cost of gastro-oesophageal reflux disease to the employer: a perspective from the United States. Aliment Pharmacol Ther 2007; 26:889-98. [PMID: 17767473 DOI: 10.1111/j.1365-2036.2007.03428.x] [Citation(s) in RCA: 52] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/08/2022]
Abstract
BACKGROUND Employers pay more than just salary for their employees. Previous studies have largely focused on direct medical and prescription drug costs of gastro-oesophageal reflux disease (GERD), and few have reported on total absenteeism costs. AIMS To examine the annual cost of illness of GERD in an employed US population by benefit category and by place of service for direct medical costs. METHODS Retrospective data analysis from 2001 to 2004. International Classification of Diseases (ICD)-9 codes (530.1, 530.10, 530.11, 530.12, 530.19, 530.81, 787.1x, 787.2x or 251.5x) were used to identify employees with and without GERD (the control group). Measures included medical and prescription drug claims, plus indirect costs for sick leave, short- and long-term disability, and workers' compensation. For a subset of the population, the direct medical claims were analysed by place of service. RESULTS Data were available for 267,269 eligible employees of which 11,653 had gastro-oesophageal reflux disease. GERD was associated with a mean incremental cost of US $3,355 per employee of which direct medical costs accounted for 65%, prescription drug costs 17%, and indirect costs 19%. The place of service 'out-patient hospital or clinic' accounted for the largest part (47%) of the difference in medical costs. CONCLUSIONS GERD is associated with substantial direct and indirect costs, which highlight the importance of managing the disease effectively.
Collapse
Affiliation(s)
- R A Brook
- The JeSTARx Group, Newfoundland, NJ 07435-1710, USA.
| | | | | | | | | | | |
Collapse
|