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Alharbi RA, Aldardeer NF, Heaphy ELG, Alabbasi AH, Albuqami AM, Hawa H. Percent fluid overload for prediction of fluid de-escalation in critically ill patients in Saudi Arabia: a prospective observational study. Acute Crit Care 2023; 38:209-216. [PMID: 37313667 DOI: 10.4266/acc.2022.01550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 02/28/2023] [Indexed: 06/15/2023] Open
Abstract
BACKGROUND Percent fluid overload greater than 5% is associated with increased mortality. The appropriate time for fluid deresuscitation depends on the patient's radiological and clinical findings. This study aimed to assess the applicability of percent fluid overload calculations for evaluating the need for fluid deresuscitation in critically ill patients. METHODS This was a single-center, prospective, observational study of critically ill adult patients requiring intravenous fluid administration. The study's primary outcome was median percent fluid accumulation on the day of fluid deresuscitation or intensive care unit (ICU) discharge, whichever came first. RESULTS A total of 388 patients was screened between August 1, 2021, and April 30, 2022. Of these, 100 with a mean age of 59.8±16.2 years were included for analysis. The mean Acute Physiology and Chronic Health Evaluation (APACHE) II score was 15.4±8.0. Sixty-one patients (61.0%) required fluid deresuscitation during their ICU stay, while 39 (39.0%) did not. Median percent fluid accumulation on the day of deresuscitation or ICU discharge was 4.5% (interquartile range [IQR], 1.7%-9.1%) and 5.2% (IQR, 2.9%-7.7%) in patients requiring deresuscitation and those who did not, respectively. Hospital mortality occurred in 25 (40.9%) of patients with deresuscitation and six (15.3%) patients who did not require it (P=0.007). CONCLUSIONS The percent fluid accumulation on the day of fluid deresuscitation or ICU discharge was not statistically different between patients who required fluid deresuscitation and those who did not. A larger sample size is needed to confirm these findings.
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Affiliation(s)
- Reham A Alharbi
- Division of Pharmaceutical Care, King Faisal Specialist Hospital and Research Center, Jeddah, Saudi Arabia
| | - Namareq F Aldardeer
- Division of Pharmaceutical Care, King Faisal Specialist Hospital and Research Center, Jeddah, Saudi Arabia
| | - Emily L G Heaphy
- Department of Research, King Faisal Specialist Hospital and Research Center, Jeddah, Saudi Arabia
| | | | | | - Hassan Hawa
- Joint CCT in Acute and Intensive Care Medicine (UK), Department of Critical Care Medicine, King Faisal Specialist Hospital and Research Center, Jeddah, Saudi Arabia
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Alraddadi BM, Heaphy ELG, Aljishi Y, Ahmed W, Eljaaly K, Al-Turkistani HH, Alshukairi AN, Qutub MO, Alodini K, Alosaimi R, Hassan W, Attalah D, Alswaiel R, Saeedi MF, Al-Hamzi MA, Hefni LK, Almaghrabi RS, Anani M, Althaqafi A. Molecular epidemiology and outcome of carbapenem-resistant Enterobacterales in Saudi Arabia. BMC Infect Dis 2022; 22:542. [PMID: 35698046 PMCID: PMC9190113 DOI: 10.1186/s12879-022-07507-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 05/30/2022] [Indexed: 11/19/2022] Open
Abstract
Background The burden of carbapenem resistance is not well studied in the Middle East. We aimed to describe the molecular epidemiology and outcome of carbapenem-resistant Enterobacterales (CRE) infections from several Saudi Arabian Centers.
Methods This is a multicenter prospective cohort study conducted over a 28-month period. Patients older than 14 years of age with a positive CRE Escherichia coli or Klebsiella pneumoniae culture and a clinically established infection were included in this study. Univariate and multivariable logistic models were constructed to assess the relationship between the outcome of 30-day all-cause mortality and possible continuous and categorical predictor variables. Results A total of 189 patients were included. The median patient age was 62.8 years and 54.0% were male. The most common CRE infections were nosocomial pneumonia (23.8%) and complicated urinary tract infection (23.8%) and 77 patients (40.7%) had CRE bacteremia. OXA-48 was the most prevalent gene (69.3%). While 100 patients (52.9%) had a clinical cure, 57 patients (30.2%) had died within 30 days and 23 patients (12.2%) relapsed. Univariate analysis to predict 30-day mortality revealed that the following variables are associated with mortality: older age, high Charlson comorbidity index, increased Pitt bacteremia score, nosocomial pneumonia, CRE bacteremia and diabetes mellitus. In multivariable analysis, CRE bacteremia remained as an independent predictor of 30 day all-cause mortality [AOR and 95% CI = 2.81(1.26–6.24), p = 0.01]. Conclusions These data highlight the molecular epidemiology and outcomes of CRE infection in Saudi Arabia and will inform future studies to address preventive and management interventions.
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Affiliation(s)
- Basem M Alraddadi
- King Faisal Specialist Hospital and Research Center, Jeddah, Saudi Arabia. .,Alfaisal University, Riyadh, Saudi Arabia.
| | - Emily L G Heaphy
- King Faisal Specialist Hospital and Research Center, Jeddah, Saudi Arabia
| | | | | | - Khalid Eljaaly
- Faculty of Pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia
| | | | - Abeer N Alshukairi
- King Faisal Specialist Hospital and Research Center, Jeddah, Saudi Arabia.,Alfaisal University, Riyadh, Saudi Arabia
| | - Mohammed O Qutub
- King Faisal Specialist Hospital and Research Center, Jeddah, Saudi Arabia.,Department of Pathology and Laboratory Medicine Clinical Microbiology Lab, King Faisal Specialist Hospital and Research Center, Jeddah, Saudi Arabia
| | - Kholoud Alodini
- Department of Medicine, King Abdulaziz Medical City, Jeddah, Saudi Arabia
| | - Roaa Alosaimi
- King Faisal Specialist Hospital and Research Center, Jeddah, Saudi Arabia
| | | | - Dalya Attalah
- Clinical Microbiology Laboratory, King Abdulaziz University Hospital, Jeddah, Saudi Arabia
| | | | - Mohammed F Saeedi
- King Faisal Specialist Hospital and Research Center, Jeddah, Saudi Arabia
| | | | - Lama K Hefni
- King Faisal Specialist Hospital and Research Center, Jeddah, Saudi Arabia
| | - Reem S Almaghrabi
- King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | | | - Abdulhakeem Althaqafi
- Department of Medicine, King Abdulaziz Medical City, Jeddah, Saudi Arabia.,King Saud Bin Abdulaziz University for Health Sciences, Jeddah, Saudi Arabia
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Heaphy ELG, Poggio ED, Flechner SM, Goldfarb DA, Askar M, Fatica R, Srinivas TR, Schold JD. Risk factors for retransplant kidney recipients: relisting and outcomes from patients' primary transplant. Am J Transplant 2014; 14:1356-67. [PMID: 24731101 DOI: 10.1111/ajt.12690] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2013] [Revised: 01/14/2014] [Accepted: 02/02/2014] [Indexed: 01/25/2023]
Abstract
As of November 2013, 14.5% of the waitlist for a donor kidney comprised patients awaiting a retransplant. We performed a retrospective cohort study of 11,698 adult solitary kidney recipients using national Scientific Registry of Transplant Recipients data transplanted between 2002 and 2011. The aim was to investigate whether outcomes from patients' initial transplants are significant risk factors for patients' repeat transplants or for likelihood of relisting after a failed primary transplant. Retransplant recipients were more likely to be treated for acute rejection [adjusted odds ratio (AOR), 95% confidence interval (CI) = 1.26 (1.07-1.48), p = 0.0053] or hospitalized (AOR = 1.19, 95% CI 1.08-1.31, p = 0.0005) within a year of retransplantation if these outcomes were experienced within a year of primary transplant. Delayed graft function following primary transplants was associated with 35% increased likelihood of recurrence (AOR = 1.35, 95% CI = 1.18-1.54, p < 0.0001). An increase in 1-year GFR after primary transplant was associated with GFR 1 year postretransplant (β = 6.82, p < 0.0001), and retransplant graft failure was inversely associated with 1-year primary transplant GFR (adjusted hazard ratio = 0.74, 95% CI = 0.71-0.76 per 10 mL/min/1.73 m(2) ). A decreased likelihood for relisting was associated with hospitalization and higher GFR following primary transplantation. The increasing numbers of individuals requiring retransplants highlights the importance of incorporating prior transplant outcomes data to better inform relisting decisions and prognosticating retransplant outcomes.
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Affiliation(s)
- E L G Heaphy
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH
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Schold JD, Goldfarb DA, Buccini LD, Rodrigue JR, Mandelbrot D, Heaphy ELG, Fatica RA, Poggio ED. Hospitalizations following living donor nephrectomy in the United States. Clin J Am Soc Nephrol 2014; 9:355-65. [PMID: 24458071 DOI: 10.2215/cjn.03820413] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
BACKGROUND AND OBJECTIVES Living donors represented 43% of United States kidney donors in 2012. Although research suggests minimal long-term consequences of donation, few comprehensive longitudinal studies for this population have been performed. The primary aims of this study were to examine the incidence, risk factors, and causes of rehospitalization following donation. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS State Inpatient Databases (SID) compiled by the Agency for Healthcare Research and Quality were used to identify living donors in four different states between 2005 and 2010 (n=4524). Multivariable survival models were used to examine risks for rehospitalization, and patient characteristics were compared with data from the Scientific Registry of Transplant Recipients (SRTR). Outcomes among patients undergoing appendectomy (n=200,274), cholecystectomy (n=255,231), and nephrectomy for nonmetastatic carcinoma (n=1314) were contrasted. RESULTS The study population was similar to United States donors (for SRTR and SID, respectively: mean age, 41 and 41 years; African Americans, 12% and 10%; women, 60% and 61%). The 3-year incidence of rehospitalization following donation was 11% for all causes and 9% excluding pregnancy-related hospitalizations. After censoring of models for pregnancy-related rehospitalizations, older age (adjusted hazard ratio [AHR], 1.02 per year; 95% confidence interval [95% CI], 1.01 to 1.03), African American race (AHR, 2.16; 95% CI, 1.54 to 3.03), depression (AHR, 1.88; 95% CI, 1.12 to 3.14), hypothyroidism (AHR, 1.63; 95% CI, 1.06 to 2.49), and longer initial length of stay were related to higher rehospitalization rates among donors. Compared with living donors, adjusted risks for rehospitalizations were greater among patients undergoing appendectomy (AHR, 1.58; 95% CI, 1.42 to 1.75), cholecystectomy (AHR, 2.25; 95% CI, 2.03 to 2.50), and nephrectomy for nonmetastatic carcinoma (AHR, 2.95; 95% CI, 2.58 to 3.37). Risks for rehospitalizations were higher among African Americans than whites in each of the surgical groups. CONCLUSIONS The SID is a valuable source for evaluating characteristics and outcomes of living kidney donors that are not available in traditional transplant databases. Rehospitalizations following donor nephrectomy are less than seen with other comparable surgical procedures but are relatively higher among donors who are older, are African American, and have select comorbid conditions. The increased risks for rehospitalizations among African Americans are not unique to living donation.
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Affiliation(s)
- Jesse D Schold
- Department of Quantitative Health Sciences,, ‡Glickman Urological and Kidney Institute, and, §Digestive Disease Institute, Cleveland Clinic, Cleveland, Ohio;, †Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, Ohio, ‖The Transplant Institute, Beth Israel Deaconess Medical Center, Boston, Massachusetts
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Schold JD, Goldfarb DA, Buccini LD, Rodrigue JR, Mandelbrot DA, Heaphy ELG, Fatica RA, Poggio ED. Comorbidity burden and perioperative complications for living kidney donors in the United States. Clin J Am Soc Nephrol 2013; 8:1773-82. [PMID: 24071651 DOI: 10.2215/cjn.12311212] [Citation(s) in RCA: 83] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
BACKGROUND AND OBJECTIVES Since 1998, 35% of kidney transplants in the United States have been derived from living donors. Research suggests minimal long-term health consequences after donation, but comprehensive studies are limited. The primary objective was to evaluate trends in comorbidity burden and complications among living donors. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS The National Inpatient Sample (NIS) was used to identify donors from 1998 to 2010 (n=69,117). Comorbid conditions, complications, and length of stay during hospitalization were evaluated. Outcomes among cohorts undergoing appendectomies, cholecystectomies and nephrectomy for nonmetastatic carcinoma were compared, and sample characteristics were validated with the Scientific Registry of Transplant Recipients (SRTR). Survey regression models were used to identify risk factors for outcomes. RESULTS The NIS captured 89% (69,117 of 77,702) of living donors in the United States. Donor characteristics were relatively concordant with those noted in SRTR (mean age, 40.1 versus 40.3 years [P=0.18]; female donors, 59.0% versus 59.1% [P=0.13]; white donors, 68.4% versus 69.8% [P<0.001] for NIS versus SRTR). Incidence of perioperative complications was 7.9% and decreased from 1998 to 2010 (from 10.1% to 7.6%). Men (adjusted odds ratio [AOR], 1.37; 95% confidence interval [CI], 1.20 to 1.56) and donors with hypertension (AOR, 3.35; 95% CI, 2.24 to 5.01) were more likely to have perioperative complications. Median length of stay declined over time (from 3.7 days to 2.5 days), with longer length of stay associated with obesity, depression, hypertension, and pulmonary disorders. Presence of depression (AOR, 1.08; 95% CI, 1.04 to 1.12), hypothyroidism (AOR, 1.07; 95% CI, 1.04 to 1.11), hypertension (AOR, 1.38; 95% CI, 1.27 to 1.49), and obesity (AOR, 1.07; 95% CI, 1.03 to 1.11) increased over time. Complication rates and length of stay were similar for patients undergoing appendectomies and cholecystectomies but were less than those with nephrectomies for carcinoma. CONCLUSIONS The NIS is a representative sample of living donors. Complications and length of stay after donation have declined over time, while presence of documented comorbid conditions has increased. Patients undergoing appendectomy and cholecystectomy have similar outcomes during hospitalization. Monitoring the health of living donors remains critically important.
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Affiliation(s)
- Jesse D Schold
- Department of Quantitative Health Sciences,, ‡Glickman Urological and Kidney Institute, and, §Digestive Disease Institute, Cleveland Clinic, Cleveland, Ohio;, †Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, Ohio, ‖The Transplant Institute, Beth Israel Deaconess Medical Center, Boston, Massachusetts
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Schold JD, Heaphy ELG, Buccini LD, Poggio ED, Srinivas TR, Goldfarb DA, Flechner SM, Rodrigue JR, Thornton JD, Sehgal AR. Prominent impact of community risk factors on kidney transplant candidate processes and outcomes. Am J Transplant 2013; 13:2374-83. [PMID: 24034708 PMCID: PMC3775281 DOI: 10.1111/ajt.12349] [Citation(s) in RCA: 70] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2013] [Revised: 04/20/2013] [Accepted: 05/21/2013] [Indexed: 01/25/2023]
Abstract
Numerous factors impact patients' health beyond traditional clinical characteristics. We evaluated the association of risk factors in kidney transplant patients' communities with outcomes prior to transplantation. The primary exposure variable was a community risk score (range 0-40) derived from multiple databases and defined by factors including prevalence of comorbidities, access and quality of healthcare, self-reported physical and mental health and socioeconomic status for each U.S. county. We merged data with the Scientific Registry of Transplant Recipients (SRTR) and utilized risk-adjusted models to evaluate effects of community risk for adult candidates listed 2004-2010 (n = 209 198). Patients in highest risk communities were associated with increased mortality (adjusted hazard ratio [AHR] = 1.22, 1.16-1.28), decreased likelihood of living donor transplantation (adjusted odds ratio [AOR] = 0.90, 0.85-0.94), increased waitlist removal for health deterioration (AHR = 1.36, 1.22-1.51), decreased likelihood of preemptive listing (AOR = 0.85, 0.81-0.88), increased likelihood of inactive listing (AOR = 1.49, 1.43-1.55) and increased likelihood of listing for expanded criteria donor kidneys (AHR = 1.19, 1.15-1.24). Associations persisted with adjustment for rural-urban location; furthermore the independent effects of rural-urban location were largely eliminated with adjustment for community risk. Average community risk varied widely by region and transplant center (median = 21, range 5-37). Community risks are powerful factors associated with processes of care and outcomes for transplant candidates and may be important considerations for developing effective interventions and measuring quality of care of transplant centers.
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Affiliation(s)
- JD Schold
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio,Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, Ohio,Center for Health Disparities, MetroHealth Medical Center and Case Western Reserve University, Cleveland, Ohio
| | - ELG Heaphy
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio
| | - LD Buccini
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio,Digestive Disease Institute, Cleveland Clinic, Cleveland, Ohio
| | - ED Poggio
- Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, Ohio,Glickman Urological and Kidney Institute, Cleveland, Ohio
| | - TR Srinivas
- Department of Nephrology, Medical University of South Carolina, Charleston, South Carolina
| | - DA Goldfarb
- Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, Ohio,Glickman Urological and Kidney Institute, Cleveland, Ohio
| | - SM Flechner
- Glickman Urological and Kidney Institute, Cleveland, Ohio
| | - JR Rodrigue
- Transplant Institute, Beth Israel Deaconess Medical Center, Harvard University, Boston, Massachusetts
| | - JD Thornton
- Center for Health Disparities, MetroHealth Medical Center and Case Western Reserve University, Cleveland, Ohio
| | - AR Sehgal
- Center for Health Disparities, MetroHealth Medical Center and Case Western Reserve University, Cleveland, Ohio
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Heaphy ELG, Goldfarb DA, Poggio ED, Buccini LD, Flechner SM, Schold JD. The impact of deceased donor kidney risk significantly varies by recipient characteristics. Am J Transplant 2013; 13:1001-1011. [PMID: 23406350 DOI: 10.1111/ajt.12154] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2012] [Revised: 12/10/2012] [Accepted: 12/26/2012] [Indexed: 01/25/2023]
Abstract
As of May 2012, over 92 000 patients were awaiting a solitary kidney transplant in the United States and new waitlist registrations have been rising for over a decade. The decreasing availability of donor organs makes it imperative that organ allocation be as efficient and effective as possible. We performed a retrospective cohort study of adult recipients in the United States (n=109 392) using Scientific Registry of Transplant Recipients data. The primary aim was to evaluate the interaction of donor risk with recipient characteristics on posttransplant outcomes. Donor quality (based on kidney donor risk index [KDRI]) had significant interactions by race, primary diagnosis and age. The hazard of KDRI on overall graft loss in non-African Americans was 2.16 (95%CI 2.08-2.25) versus 1.85 (95%CI 1.75-1.95) in African Americans (p<0.0001), 2.16 (95%CI 2.08-2.24) in nondiabetics versus 1.84 (95%CI 1.74-1.94) in diabetics (p<0.0001), and 2.22 (95%CI 2.13-2.32) in recipients<60 years versus 1.83 (95%CI 1.74-1.92) in recipients≥60 (p<0.0001). The relative hazard for diabetics at KDRI=0.5 was 1.49 but at KDRI=2.0 the hazard was significantly attenuated to 1.17; among African Americans the respective risks were 1.50 and 1.17 and among recipients 60 and over, it was between 1.64 and 1.22. These findings are critical considerations for informed decision-making for transplant candidates.
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Affiliation(s)
- E L G Heaphy
- Department of Quantitative Health Sciences, Cleveland, Clinic, Cleveland, OH
| | - D A Goldfarb
- Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH.,Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH
| | - E D Poggio
- Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH.,Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH
| | - L D Buccini
- Department of Quantitative Health Sciences, Cleveland, Clinic, Cleveland, OH.,Digestive Disease Institute, Cleveland Clinic, Cleveland, OH
| | - S M Flechner
- Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH.,Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH
| | - J D Schold
- Department of Quantitative Health Sciences, Cleveland, Clinic, Cleveland, OH.,Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH
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Heaphy ELG, Loue S. Comparing two approaches to acquiring HIV-risk data from Puerto Rican women with severe mental illness. J Immigr Minor Health 2009; 12:74-82. [PMID: 19373553 DOI: 10.1007/s10903-009-9251-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2009] [Accepted: 04/06/2009] [Indexed: 11/28/2022]
Abstract
Renewed interest has been expressed by researchers in mixed-method assessment that employs both quantitative and qualitative techniques in an expansive style that utilizes a variety of tactics to address research questions. Participants consisted of Puerto Rican women with severe mental illness living in Cuyahoga County, Ohio. The women were shadowed over a 2-year period to observe and verify behaviors that were self-reported using standardized instruments in semi-structured interviews. Concurrent criterion-related validity was employed to determine the extent of the correlation between responses obtained from the two approaches. Forty-four percent of the women were diagnosed with major depression and the mean overall GAF score was 58.5 +/- 14.5. A comparison of the data collected using the different methodologies revealed that inconsistent and contradictory responses are not uncommon. The mixed-method design provided a more complete way of obtaining HIV-risk behavior data. Researchers and clinicians could benefit from mixed methods research that can provide greater opportunities to obtain data of a sensitive nature.
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Affiliation(s)
- Emily L G Heaphy
- Center for Minority Public Health, 3404 Lorain Avenue, Cleveland, OH 44113, USA.
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