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Lanzkron S, Crook N, Wu J, Hussain S, Curtis RG, Robertson D, Baker JR, Nugent D, Soni A, Roberts JC, Ullman MM, Kanter J, Nichol MB. Costs and impact of disease in adults with sickle cell disease: a pilot study. Blood Adv 2024; 8:3629-3638. [PMID: 38776399 PMCID: PMC11279258 DOI: 10.1182/bloodadvances.2023012477] [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: 12/22/2023] [Revised: 04/12/2024] [Accepted: 05/13/2024] [Indexed: 05/25/2024] Open
Abstract
ABSTRACT We assessed the feasibility to estimate illness burden in adults with SCD, investigated factors associated with health-related quality of life (HRQoL), and estimated societal burden. We recruited 32 participants and collected data on fatigue, HRQoL, and work productivity and activity impairment via patient survey. Health care utilization was abstracted for the 12 months before enrollment using medical chart review. Mean age was 36.7 years; 84.4% of participants had hemoglobin SS or Sβthal0 disease, and 81.3% reported chronic pain (experiencing pain on ≥3 days per week in the past 6 months). Mean EQ-5D-3L visual analogue scale score was 63.4 and the index score was 0.79. The mean fatigue score was 57.9. Higher fatigue score was correlated with lower EQ-5D index score (correlation coefficient r = -0.35; P = .049) and Adult Sickle Cell Quality of Life Measurement Information System (ASCQ-Me) scores, including pain (r = -0.47; P = .006), sleep (r = -0.38; P = .03), and emotion scores (r = -0.79; P < .0001). The number of hospitalizations was negatively correlated with HRQoL (all P < .05). Patients who reported chronic pain had significantly lower mean ASCQ-Me sleep scores (48.3 vs 57.1; P = .04) and EQ-5D index scores (0.72 vs 0.89; P = .002) than those without chronic pain. Mean estimated annual per person costs were $51 779 (median, $36 366) for total costs, $7619 ($0) for indirect costs (estimated from lost earnings of participants), and $44 160 ($31 873) for medical costs. Fatigue, SCD complications, hospitalization, and chronic pain negatively affected HRQoL. This sample experienced a high economic burden, largely from outpatient doctor visits.
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Affiliation(s)
- Sophie Lanzkron
- Division of Hematology and Cardeza Foundation for Hematologic Research, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA
| | - Nicole Crook
- Center for Inherited Blood Disorders, Orange, CA
| | - Joanne Wu
- Leonard D. Schaeffer Center for Health Policy & Economics, University of Southern California, Los Angeles, CA
| | - Sarah Hussain
- Transplant/Oncology & Infectious Disease Progam, School of Medicine, Johns Hopkins University, Baltimore, MD
| | | | | | | | - Diane Nugent
- Center for Inherited Blood Disorders, Orange, CA
| | - Amit Soni
- Center for Inherited Blood Disorders, Orange, CA
| | - Jonathan C. Roberts
- Bleeding & Clotting Disorders Institute, Dills Family Foundation Center for Research at BCDI, Peoria, IL
- Departments of Pediatrics and Medicine, University of Illinois College of Medicine at Peoria, Peoria, IL
| | - Megan M. Ullman
- Gulf States Hemophilia and Thrombophilia Center, The University of Texas Health Science Center at Houston, Houston, TX
| | - Julie Kanter
- Department of Medicine, University of Alabama at Birmingham, Lifespan Comprehensive Sickle Cell Center, Birmingham, AL
| | - Michael B. Nichol
- Leonard D. Schaeffer Center for Health Policy & Economics, University of Southern California, Los Angeles, CA
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Walden J, Brown L, Seiguer S, Munshaw K, Rausch J, Badawy S, McGann P, Winkler S, Gonzalez L, Creary S. Study protocol for ADHERE (Applying Directly observed therapy to HydroxyurEa to Realize Effectiveness): Using small business partnerships to deliver a scalable and novel hydroxyurea adherence solution to youth with sickle cell disease. PLoS One 2024; 19:e0304644. [PMID: 38917111 PMCID: PMC11198815 DOI: 10.1371/journal.pone.0304644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Accepted: 05/13/2024] [Indexed: 06/27/2024] Open
Abstract
Sickle cell disease (SCD) is an inherited blood disorder that affects approximately 100,000 Americans, primarily from underrepresented racial minority populations, and results in costly, multi-organ complications. Hydroxyurea, the primary disease-modifying therapy for SCD, is effective at reducing most complications; however, adherence to hydroxyurea remains suboptimal and is the primary barrier to clinical effectiveness. Video directly observed therapy (VDOT) has shown promise as an adherence-promoting intervention for hydroxyurea, yet previous VDOT trials were limited by high attrition from gaps in technology access, use of unvalidated adherence measures, and healthcare system limitations of delivering VDOT to patients. As such, we fostered a small business partnership to compare VDOT for hydroxyurea to attention control to address previous shortcomings, promote equitable trial participation, and maximize scalability. VDOT will be administered by Scene Health (formerly emocha Health) and adherence monitoring will be performed using a novel electronic adherence monitor developed to meet the unique needs of the target population. Adolescent and young adult patients as well as caregivers of younger patients (<11 years of age) will be recruited. In addition to visit incentives, all participants will be offered a smartphone with a data plan to ensure all participants have equal opportunity to complete study activities. The primary objectives of this pilot, multi-center, randomized controlled trial (RCT) are to assess retention and sustained engagement and to explore needs and preferences for longer-term adherence monitoring and interventions. This RCT is registered with the National Institutes of Health (NCT06264700). Findings will inform a future efficacy RCT applying VDOT to hydroxyurea to address adherence gaps and improve outcomes within this vulnerable population.
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Affiliation(s)
- Joseph Walden
- Center for Child Health Equity and Outcomes Research, The Abigail Wexner Research Institute at Nationwide Children’s Hospital, Columbus, OH, United States of America
| | - Lauren Brown
- emocha Mobile Health Inc. Doing Business as Scene and Scene Health, Baltimore, MD, United States of America
| | - Sebastian Seiguer
- emocha Mobile Health Inc. Doing Business as Scene and Scene Health, Baltimore, MD, United States of America
| | - Katie Munshaw
- emocha Mobile Health Inc. Doing Business as Scene and Scene Health, Baltimore, MD, United States of America
| | - Joseph Rausch
- Center for Biobehavioral Health, The Research Institute at Nationwide Children’s Hospital, Columbus, OH, United States of America
- Department of Pediatrics, College of Medicine, The Ohio State University, Columbus, OH, United States of America
| | - Sherif Badawy
- Division of Hematology, Oncology, and Stem Cell Transplant, Lurie Children’s Hospital of Chicago, Chicago, IL, United States of America
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, United States of America
| | - Patrick McGann
- Lifespan Comprehensive Sickle Cell Center, Providence, RI, United States of America
- The Warren Alpert Medical School of Brown University, Providence, RI, United States of America
| | - Savannah Winkler
- Division of Hematology, Oncology, and Stem Cell Transplant, Lurie Children’s Hospital of Chicago, Chicago, IL, United States of America
| | - Lisbel Gonzalez
- Lifespan Comprehensive Sickle Cell Center, Providence, RI, United States of America
| | - Susan Creary
- Center for Child Health Equity and Outcomes Research, The Abigail Wexner Research Institute at Nationwide Children’s Hospital, Columbus, OH, United States of America
- Department of Pediatrics, College of Medicine, The Ohio State University, Columbus, OH, United States of America
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Anderson AT, Mack WJ, Horiuchi SS, Paulukonis S, Zhou M, Snyder AB, Doctor JN, Kipke M, Coates T, Freed G. National Quality Indicators in Pediatric Sickle Cell Anemia. Pediatrics 2024; 153:e2022060804. [PMID: 38444343 PMCID: PMC10982541 DOI: 10.1542/peds.2022-060804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/13/2023] [Indexed: 03/07/2024] Open
Abstract
OBJECTIVE To assess nationally endorsed claims-based quality measures in pediatric sickle cell anemia (SCA). METHODS Using data from the Sickle Cell Data Collection programs in California and Georgia from 2010 to 2019, we evaluated 2 quality measures in individuals with hemoglobin S/S or S/β-zero thalassemia: (1) the proportion of patients aged 3 months to 5 years who were dispensed antibiotic prophylaxis for at least 300 days within each measurement year and (2) the proportion of patients aged 2 to 15 years who received at least 1 transcranial Doppler ultrasound (TCD) within each measurement year. We then evaluated differences by year and tested whether performance on quality measures differed according to demographic and clinical factors. RESULTS Only 22.2% of those in California and 15.5% in Georgia met or exceeded the quality measure for antibiotic prophylaxis, with increased odds associated with rural residence in Georgia (odds ratio 1.61; 95% confidence interval 1.21-2.14) compared with urban residence and a trend toward increased odds associated with a pediatric hematologist prescriber (odds ratio 1.28; 95% confidence interval 0.97, 1.69) compared with a general pediatrician. Approximately one-half of the sample received an annual assessment of stroke risk using TCD (47.4% in California and 52.7% in Georgia), with increased odds each additional year in both states and among younger children. CONCLUSIONS The rates of receipt of recommended antibiotic prophylaxis and annual TCD were low in this sample of children with SCA. These evidence-based quality measures can be tracked over time to help identify policies and practices that maximize survival in SCA.
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Affiliation(s)
- Ashaunta T. Anderson
- Department of Pediatrics, Keck School of Medicine of the University of Southern California, Los Angeles, California
- Children’s Hospital Los Angeles, Los Angeles, California
| | - Wendy J. Mack
- Department of Pediatrics, Keck School of Medicine of the University of Southern California, Los Angeles, California
| | | | | | - Mei Zhou
- Georgia Health Policy Center, Georgia State University, Atlanta, Georgia
| | - Angela B. Snyder
- Georgia Health Policy Center, Georgia State University, Atlanta, Georgia
| | - Jason N. Doctor
- Leonard D. Schaeffer Center for Health Policy and Economics at the University of Southern California, Los Angeles, California
| | - Michele Kipke
- Department of Pediatrics, Keck School of Medicine of the University of Southern California, Los Angeles, California
- Children’s Hospital Los Angeles, Los Angeles, California
| | - Thomas Coates
- Department of Pediatrics, Keck School of Medicine of the University of Southern California, Los Angeles, California
- Children’s Hospital Los Angeles, Los Angeles, California
| | - Gary Freed
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, Michigan
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Cronin RM, Quaye N, Liu X, Landes K, Crosby LE, Kassim AA, Volanakis EJ, Schnell PM, DeBaun MR. A feasibility randomized controlled trial of an mHealth app vs booklets for patient-facing guidelines in adults with SCD. Blood Adv 2023; 7:6184-6190. [PMID: 37595029 PMCID: PMC10582837 DOI: 10.1182/bloodadvances.2023010676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 08/04/2023] [Accepted: 08/09/2023] [Indexed: 08/20/2023] Open
Abstract
Despite the increased number of evidence-based guidelines for sickle cell disease (SCD), dissemination of evidence-based guidelines in lay language for individuals or families with SCD has not been evaluated. We conducted a feasibility randomized controlled trial to determine the acceptability of a mobile health (mHealth) app with patient-facing guidelines to improve the knowledge of individuals with SCD about SCD-specific knowledge and reduce hospitalizations. Primary outcome measures include recruitment, retention, and adherence rates. Adults with SCD were enrolled at 2 sickle cell centers between 2018 and 2022. Participants were randomized to receive either an mHealth app + booklet with patient-facing guidelines or a booklet with the guidelines alone. Participants completed surveys at baseline and a final 6-month visit. Approximately 67 of 74 (91%) agreed to participate and were randomized, with 50 of 67 (75%) completing all the study components. All participants who completed the study in the treatment arm used the app. Our results demonstrated high recruitment, retention, and adherence rate for the first randomized trial for an mHealth app with patient-facing guidelines in adults with SCD. This clinical trial was registered at https://www.clinicaltrials.gov/ as #NCT03629678.
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Affiliation(s)
- Robert M. Cronin
- Department of Internal Medicine, The Ohio State University, Columbus, OH
| | - Nives Quaye
- Department of Internal Medicine, The Ohio State University, Columbus, OH
| | - Xin Liu
- Division of Biostatistics, The Ohio State University College of Public Health, Columbus, OH
| | - Kristina Landes
- Department of Internal Medicine, The Ohio State University, Columbus, OH
| | - Lori E. Crosby
- Department of Pediatrics, University of Cincinnati College of Medicine & Cincinnati Children's Hospital, Cincinnati, OH
| | - Adetola A. Kassim
- Department of Internal Medicine, Vanderbilt University Medical Center, Nashville, TN
| | | | - Patrick M. Schnell
- Division of Biostatistics, The Ohio State University College of Public Health, Columbus, OH
| | - Michael R. DeBaun
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN
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Udeze C, Evans KA, Yang Y, Lillehaugen T, Manjelievskaia J, Mujumdar U, Li N, Andemariam B. Economic and Clinical Burden of Managing Sickle Cell Disease with Recurrent Vaso-Occlusive Crises in the United States. Adv Ther 2023; 40:3543-3558. [PMID: 37332020 PMCID: PMC10329958 DOI: 10.1007/s12325-023-02545-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Accepted: 05/04/2023] [Indexed: 06/20/2023]
Abstract
INTRODUCTION The aim of this study was to describe the clinical complications, treatment use, healthcare resource utilization (HCRU), and costs among patients with sickle cell disease (SCD) with recurrent vaso-occlusive crises (VOCs) in the US. METHODS Merative MarketScan Databases were used to identify patients with SCD with recurrent VOCs from March 1, 2010, to March 1, 2019. Inclusion criteria were ≥ 1 inpatient or ≥ 2 outpatient claims for SCD and ≥ 2 VOCs per year in any 2 consecutive years after the first qualifying SCD diagnosis. Individuals without SCD in these databases were used as matched controls. Patients were followed for ≥ 12 months, from their second VOC in the 2nd year (index date) to the earliest of inpatient death, end of continuous enrollment in medical/pharmacy benefits, or March 1, 2020. Outcomes were assessed during follow-up. RESULTS In total, 3420 patients with SCD with recurrent VOCs and 16,722 matched controls were identified. Patients with SCD with recurrent VOCs had a mean of 5.0 VOCs (standard deviation [SD] = 6.0), 2.7 inpatient admissions (SD 2.9), and 5.0 emergency department visits (SD 8.0) per patient per year during follow-up. Compared to matched controls, patients with SCD with recurrent VOCs incurred higher annual ($67,282 vs. $4134) and lifetime ($3.8 million vs. $229,000 over 50 years) healthcare costs. CONCLUSION Patients with SCD with recurrent VOCs experience substantial clinical and economic burden driven by inpatient costs and frequent VOCs. There is a major unmet need for treatments that alleviate or eliminate clinical complications, including VOCs, and reduce healthcare costs in this patient population.
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Affiliation(s)
- Chuka Udeze
- Vertex Pharmaceuticals Incorporated, Boston, MA, USA
| | | | - Yoojung Yang
- Vertex Pharmaceuticals Incorporated, Boston, MA, USA
| | | | | | - Urvi Mujumdar
- Vertex Pharmaceuticals Incorporated, Boston, MA, USA
| | - Nanxin Li
- Vertex Pharmaceuticals Incorporated, Boston, MA, USA
| | - Biree Andemariam
- Division of Hematology-Oncology, University of Connecticut Health, 263 Farmington Avenue, Farmington, CT, 06030, USA.
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Hu T, Song Y, Done N, Mohanty S, Liu Q, Sarpong EM, Lemus-Wirtz E, Signorovitch J, Weiss T. Economic burden of acute otitis media, pneumonia, and invasive pneumococcal disease in children in the United States after the introduction of 13-valent pneumococcal conjugate vaccines during 2014-2018. BMC Health Serv Res 2023; 23:398. [PMID: 37098521 PMCID: PMC10127426 DOI: 10.1186/s12913-023-09244-7] [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: 05/27/2022] [Accepted: 03/06/2023] [Indexed: 04/27/2023] Open
Abstract
BACKGROUND Streptococcus pneumoniae remains a leading cause of morbidity, mortality, and healthcare resource utilization (HRU) among children. This study quantified HRU and cost of acute otitis media (AOM), pneumonia, and invasive pneumococcal disease (IPD). METHODS The IBM MarketScan® Commercial Claims and Encounters and Multi-State Medicaid databases from 2014 to 2018 were analyzed. Children with AOM, all-cause pneumonia, or IPD episodes were identified using diagnosis codes in inpatient and outpatient claims. HRU and costs were described for each condition in the commercial and Medicaid-insured populations. National estimates of the number of episodes and total cost ($US 2019 for each condition were extrapolated using data from the US Census Bureau. RESULTS Approximately 6.2 and 5.6 million AOM episodes were identified in commercial and Medicaid-insured children, respectively, during the study period. Mean cost per AOM episode was $329 (SD $1505) for commercial and $184 (SD $1524) for Medicaid-insured children. A total of 619,876 and 531,095 all-cause pneumonia cases were identified among commercial and Medicaid-insured children, respectively. Mean cost per all-cause pneumonia episode was $2304 (SD $32,309) in the commercial and $1682 (SD $19,282) in the Medicaid-insured population. A total of 858 and 1130 IPD episodes were identified among commercial and Medicaid-insured children, respectively. Mean cost per IPD episode was $53,213 (SD $159,904) for commercial and $23,482 (SD $86,209) for the Medicaid-insured population. Nationally, there were over 15.8 million cases of AOM annually, with total estimated cost of $4.3 billion, over 1.5 million cases of pneumonia annually, with total cost of $3.6 billion, and about 2200 IPD episodes annually, for a cost of $98 million. CONCLUSIONS The economic burden of AOM, pneumonia, and IPD among US children remains substantial. IPD and its manifestations were associated with higher HRU and costs per episode, compared to AOM and all-cause pneumonia. However, owing to their higher frequencies, AOM and all-cause pneumonia were the main contributors to the economic burden of pneumococcal disease nationally. Additional interventions, such as the development of pneumococcal conjugate vaccinees with sustained protection of existing vaccine type serotypes as well as broader inclusion of additional serotypes, are necessary to further reduce the burden of disease caused by these manifestations.
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Affiliation(s)
- Tianyan Hu
- Merck & Co., Inc, 126 East Lincoln Ave, P.O. Box 2000, Rahway, NJ, 07065, USA
| | - Yan Song
- Analysis Group, Inc, Boston, MA, USA
| | | | - Salini Mohanty
- Merck & Co., Inc, 126 East Lincoln Ave, P.O. Box 2000, Rahway, NJ, 07065, USA.
| | - Qing Liu
- Analysis Group, Inc, Boston, MA, USA
| | - Eric M Sarpong
- Merck & Co., Inc, 126 East Lincoln Ave, P.O. Box 2000, Rahway, NJ, 07065, USA
| | | | | | - Thomas Weiss
- Merck & Co., Inc, 126 East Lincoln Ave, P.O. Box 2000, Rahway, NJ, 07065, USA
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Ershler WB, De Castro LM, Pakbaz Z, Moynahan A, Weycker D, Delea TE, Agodoa I, Cong Z. Hemoglobin and End-Organ Damage in Individuals with Sickle Cell Disease. CURRENT THERAPEUTIC RESEARCH 2023; 98:100696. [PMID: 36950457 PMCID: PMC10025127 DOI: 10.1016/j.curtheres.2023.100696] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Accepted: 02/12/2023] [Indexed: 02/25/2023]
Abstract
Background Sickle cell disease (SCD) is an inherited, chronic, multifaceted blood disorder. Patients with SCD develop anemia, which has been associated with end-organ damage (EOD). Objectives This retrospective, observational, repeated-measures study systematically characterizes the relationship between hemoglobin (Hb) level and EOD in adolescent and adult patients with SCD. Methods The study population comprised patients with SCD aged ≥12 years with available Hb data from a US provider-centric health care database. For each patient, each Hb value over time was included as a separate observation. Study outcomes-the onset of any new EOD, including chronic kidney disease, pulmonary hypertension, stroke, and leg ulcer-were ascertained during the 1-year period after each Hb assessment. The association between Hb levels and risk of new EOD was estimated using multivariable generalized estimating equations. Results A total of 16,043 unique patients with SCD contributed 44,913 observations. Adjusted odds of any EOD during the 1-year follow-up were significantly lower with higher Hb level. Risk reductions with higher Hb levels for chronic kidney disease, pulmonary hypertension, and leg ulcer were comparable. The risk of new EOD was significantly lower among adolescent and adult patients with higher Hb levels. Conclusions In patients with SCD, higher Hb levels are associated with a reduced risk of developing EOD. Therapeutic strategies that result in higher Hb levels may offer clinical and economic value for patients with SCD. (Curr Ther Res Clin Exp. 2023; 84:XXX-XXX).
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Affiliation(s)
- William B. Ershler
- Department of Hematology, Inova Schar Cancer Institute, Fairfax, Virginia
- Address correspondence to: William B. Ershler, MD, Inova Schar Cancer Institute, 8081 Innovation Park Dr, Suite 4408, Fairfax, VA 22031 (W. Ershler).
| | - Laura M. De Castro
- Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Zahra Pakbaz
- Division of Hematology/Oncology, UC Irvine Chao Family Cancer Center, Orange, California
| | | | | | | | - Irene Agodoa
- Global Blood Therapeutics, Inc., South San Francisco, California
| | - Ze Cong
- Global Blood Therapeutics, Inc., South San Francisco, California
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8
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Nero A, Bozzo J. Economics of Sickle Cell Disease and Evidence to Support Comprehensive Care. Hematol Oncol Clin North Am 2022; 36:1125-1135. [DOI: 10.1016/j.hoc.2022.07.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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9
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White MK, Foster AM, Bailey M, D'Alessio D, Rizio A, Stebbins P, Pierre DS, Saucier C. Content validation of observer-reported sickle cell pain diaries (SCPD-CS and SCPD-CN): results from interviews with caregivers. Health Qual Life Outcomes 2021; 19:257. [PMID: 34789287 PMCID: PMC8596829 DOI: 10.1186/s12955-021-01888-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 10/26/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Patients with sickle cell disease (SCD) experience daily pain and acute episodes known as sickle cell pain crises (SCPCs). The Sickle Cell Pain Diary-Caregiver Report (SCPD-C) is an observer-reported diary for use by caregivers of children ages < 12 years with SCD. This study reports on the content validity of the SCPD-C. METHODS The SCPD-C was developed based on a literature review, measurement expert input, and a patient advisory board including clinicians. Three rounds of interviews (including both concept elicitation and cognitive debriefing methodologies) were conducted with caregivers of children with SCD aged < 12 to evaluate the content validity of the SCPD-C. RESULTS Across three rounds of interviews, caregivers confirmed concepts in the SCPD-C and described observed impacts that were important and were added. Overall, caregivers evaluated the SCPD-C as easy to understand, with some minor adaptations for clarity. Additionally, the diary was split into two versions based on the child's age and school enrollment status (SCPD-CS for school-aged and SCPD-CN for non-school age children). CONCLUSIONS Caregivers provided valuable input that led to important additions and changes to the measures. The SCPD-CS and SCPD-CN are appropriate and fit-for-purpose observer-reported outcome measures of SCPC-related pain frequency and severity, and impacts on health-related quality of life.
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Affiliation(s)
- Michelle K White
- QualityMetric Incorporated, LLC (Formerly Known As Optum Patient Insights), 1301 Atwood Ave, Suite 216E, Johnston, RI, USA
| | - April M Foster
- QualityMetric Incorporated, LLC (Formerly Known As Optum Patient Insights), 1301 Atwood Ave, Suite 216E, Johnston, RI, USA.
| | - Miranda Bailey
- Novartis Pharmaceutical Corporation, One Health Plaza, East Hanover, NJ, USA
| | - Denise D'Alessio
- Novartis Pharmaceutical Corporation, One Health Plaza, East Hanover, NJ, USA
| | - Avery Rizio
- QualityMetric Incorporated, LLC (Formerly Known As Optum Patient Insights), 1301 Atwood Ave, Suite 216E, Johnston, RI, USA
| | - Patricia Stebbins
- Formerly of Optum Patient Insights, 1301 Atwood Ave, Suite 311N, Johnston, RI, USA
| | - Danielle St Pierre
- Formerly of Optum Patient Insights, 1301 Atwood Ave, Suite 311N, Johnston, RI, USA
| | - Cory Saucier
- QualityMetric Incorporated, LLC (Formerly Known As Optum Patient Insights), 1301 Atwood Ave, Suite 216E, Johnston, RI, USA
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Shukla N, Barner JC, Lawson KA, Rascati KL. Age-related healthcare services utilization for the management of sickle cell disease among treated Texas Medicaid patients. JOURNAL OF PHARMACEUTICAL HEALTH SERVICES RESEARCH 2021. [DOI: 10.1093/jphsr/rmab056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Abstract
Objectives
To determine if there are age-related differences in sickle cell disease (SCD)-related healthcare utilization and to describe temporal healthcare utilization following an emergency department (ED) visit or hospitalization in treated SCD patient population.
Methods
Texas Medicaid prescription and medical claims from 1 September 2011 to 31 August 2016 were used. Patients aged 2–63 years with at least one inpatient or outpatient SCD medical claim and receiving one or more SCD-related medications (hydroxyurea, opioid or non-opioid analgesics) were included. The primary outcomes were utilization of SCD-related ED, inpatient and outpatient visits, all-cause prescription medications and type of SCD-related service at index and subsequent healthcare services. Age group was the primary independent variable.
Key findings
Overall (N = 2339), healthcare service utilization was relatively higher among age groups 2–12, 18–25 and 26–40. Proportions of patients having ≥1 ED and ≥1 inpatient visits, respectively, were significantly higher among age groups 2–12 (33.2%; 23.0%), 18–25 (29.3%; 25.1%) and 26–40 (32.3%; 22.4%) as compared with age group 13–17 (21.3%; 12.9%). The number of outpatient visits was highest among children aged 2–12 (4.5 ± 7.6, P < 0.0001), while mean number of all-cause medications was the highest for older adults aged 41–63 (22.4 ± 16.3; P < 0.0001). After an index ED visit (N = 598), outpatient visits were the most prevalent healthcare services. After an index hospitalization (N = 203), a subsequent hospitalization was the most prevalent healthcare service.
Conclusions
Texas Medicaid SCD patients receiving treatment have a high use of healthcare services, especially among children and young adults who are transitioning from childhood to adulthood. Age-specific interventions should be developed to promote optimal care transitions among young adults.
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Affiliation(s)
- Nidhi Shukla
- College of Pharmacy, The University of Texas at Austin, Austin, TX, USA
| | - Jamie C Barner
- College of Pharmacy, The University of Texas at Austin, Austin, TX, USA
| | - Kenneth A Lawson
- College of Pharmacy, The University of Texas at Austin, Austin, TX, USA
| | - Karen L Rascati
- College of Pharmacy, The University of Texas at Austin, Austin, TX, USA
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11
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Cooper SH, Phipps EJ, Lawson D, Meier ER. How we coordinate care for uninsured children with nonmalignant hematologic disorders. Pediatr Blood Cancer 2021; 68:e29103. [PMID: 34125474 DOI: 10.1002/pbc.29103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 04/21/2021] [Accepted: 04/26/2021] [Indexed: 11/12/2022]
Abstract
Providing medical care for uninsured children with nonmalignant hematologic diagnoses presents unique challenges to medical providers and multidisciplinary staff. Financial and psychosocial stressors can hinder optimal care of the uninsured child. Maximizing coverage of medical costs through patient enrollment in state and charity care programs and capitalizing upon community partnerships can help providers achieve comprehensive care for these children. Collaboration between primary care providers, subspecialists, and multidisciplinary teams can be optimized to facilitate provision of hematology care for uninsured children. We detail our experience in establishing these collaborations to improve access to subspecialty care for children with nonmalignant hematologic disorders.
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Affiliation(s)
- Sarah Hall Cooper
- Indiana Hemophilia and Thrombosis Center, Indianapolis, Indiana, USA
| | - Erin Jane Phipps
- Eskenazi Health/Indiana University Health, Indianapolis, Indiana, USA
| | - DeAuntae Lawson
- Indiana Hemophilia and Thrombosis Center, Indianapolis, Indiana, USA
| | - Emily Riehm Meier
- Indiana Hemophilia and Thrombosis Center, Indianapolis, Indiana, USA
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12
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Mupfudze TG, Meyer C, Preussler JM, Mau LW, Bolon YT, Steinert P, Arnold SD, Saber W, Krishnamurti L. Hematopoietic Cell Transplantation Outcomes among Medicaid and Privately Insured Patients with Sickle Cell Disease. Transplant Cell Ther 2021; 27:685.e1-685.e8. [PMID: 33895405 PMCID: PMC8680220 DOI: 10.1016/j.jtct.2021.04.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 03/23/2021] [Accepted: 04/13/2021] [Indexed: 10/21/2022]
Abstract
Compared with privately insured patients, recipients of Medicaid have been reported to have worse outcomes in several clinical conditions and following various surgical and medical procedures. However, the relationship between health insurance status and allogeneic hematopoietic cell transplantation (alloHCT) outcomes among patients with sickle cell disease (SCD) is not well described. We sought to compare alloHCT outcomes between patients with SCD who underwent alloHCT while enrolled on Medicaid versus those who underwent alloHCT while covered by private health insurance. We conducted a retrospective multicenter study using data reported to the Center for International Blood and Marrow Transplant Research. US patients enrolled on Medicaid or private insurance who underwent a first alloHCT for SCD between 2008 and 2018 were eligible for this study. The primary outcome was event-free survival (EFS), defined as time to death or graft failure. Secondary outcomes included overall survival (OS), graft failure, acute graft-versus-host disease (GVHD), and chronic GVHD. Univariate analysis was performed using the Kaplan-Meier method for EFS and OS. The proportion of patients with graft failure, acute GVHD, and/or chronic GVHD was calculated using the cumulative incidence estimator to accommodate competing risks (ie, death). Cox regression was used to identify factors associated with EFS, OS, graft failure, and acute and chronic GVHD. A total of 399 patients (Medicaid, n = 225; private insurance, n = 174) were included in this study. The median duration of follow-up was 34 months (range, 1.0 to 134.7 months) for the Medicaid group and 38.7 months (range, 0.3 to 139.3 months) for the private insurance group. Compared with the patients with private insurance, those on Medicaid had a significantly lower 3-year EFS (75.4% [95% confidence interval (CI), 69.4% to 81%] versus 82.2% [95% CI, 76.9% to 87.8%]; P = .0279) and a significantly higher 3-year cumulative incidence of graft failure (17.2% [95% CI, 12.5% to 22.5%] versus 10.5% [95% CI, 6.4% to 15.4%]; P = .0372). There were no significant between-group differences in 3-year OS (P = .6337) or in the cumulative incidence of acute GVHD (P = .4556) or chronic GVHD (P = .6878). Cox regression analysis after adjusting for other significant variables showed that the patients enrolled on Medicaid had a lower EFS (hazard ratio [HR], 2.36; 95% CI, 1.44 to 3.85; P = .0006) and a higher cumulative incidence of graft failure (HR, 2.57; 95% CI, 1.43 to 4.60; P = .0015), with no significant between-group differences in OS (HR, 0.99; 95% CI, 0.47 to 2.07; P = .9765), acute GVHD (HR, 0.94; 95% CI, 0.59 to 1.49; P = .7905), or cGVHD (HR, 0.98; 95% CI, 0.65 to 1.48; P = .9331). That EFS is worse in patients on Medicaid compared with privately insured individuals following alloHCT for SCD provides the rationale for research to better understand the mechanisms by which insurance status impacts alloHCT outcomes among patients with SCD.
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Affiliation(s)
- Tatenda G Mupfudze
- National Marrow Donor Program/Be The Match, Minneapolis, Minnesota; Center for International Blood and Marrow Transplant Research, Minneapolis, Minnesota.
| | - Christa Meyer
- National Marrow Donor Program/Be The Match, Minneapolis, Minnesota; Center for International Blood and Marrow Transplant Research, Minneapolis, Minnesota
| | - Jaime M Preussler
- National Marrow Donor Program/Be The Match, Minneapolis, Minnesota; Center for International Blood and Marrow Transplant Research, Minneapolis, Minnesota
| | - Lih-Wen Mau
- National Marrow Donor Program/Be The Match, Minneapolis, Minnesota; Center for International Blood and Marrow Transplant Research, Minneapolis, Minnesota
| | - Yung-Tsi Bolon
- National Marrow Donor Program/Be The Match, Minneapolis, Minnesota; Center for International Blood and Marrow Transplant Research, Minneapolis, Minnesota
| | - Patricia Steinert
- Center for International Blood and Marrow Transplant Research, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Staci D Arnold
- Emory University Hospital, Atlanta, Georgia. (Aflac Cancer and Blood Disorders Center, Department of Pediatrics, Division of Hematology-Oncology-BMT, Emory University School of Medicine, Atlanta, Georgia)
| | - Wael Saber
- Center for International Blood and Marrow Transplant Research, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Lakshmanan Krishnamurti
- Emory University Hospital, Atlanta, Georgia. (Aflac Cancer and Blood Disorders Center, Department of Pediatrics, Division of Hematology-Oncology-BMT, Emory University School of Medicine, Atlanta, Georgia)
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13
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Caldwell EP, Rosonet LE. The Influence of Health-Seeking Behaviors on the Health Literacy of Adolescents With Sickle Cell Disease. J Pediatr Oncol Nurs 2021; 38:307-312. [PMID: 33960864 DOI: 10.1177/10434542211011045] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Background: Health literacy may influence the transition from pediatric care to adult care in adolescents with sickle cell disease (SCD). It is postulated that one influencing factor of health literacy in adolescents with SCD is health-seeking behavior. The purpose of this study was twofold: (1) to explore health-seeking behaviors of adolescents with SCD and (2) to determine if there are significant differences in health literacy levels of adolescents with SCD based upon health-seeking behaviors. Methods: This was a cross-sectional, descriptive study evaluating health-seeking behaviors and health literacy in 110 Black and non-Hispanic adolescents with SCD. Convenience sampling was utilized for recruitment. The inclusion criteria were a diagnosis of one of the four primary genotypes of SCD and age of 10-19 years. Health literacy was evaluated using the Newest Vital Sign (NVS). Frequencies and percentages were calculated for all variables. Independent Samples t-tests were conducted to evaluate differences in health literacy scores based upon differing health-seeking behaviors. Results: The mean age of participants was 14.8 years (SD = 2.2). The mean NVS score was 2.7 (SD = 1.6). The two most common responses to "where do you go FIRST for health information?" were the Internet (29.6%; n = 40) and health care providers (27.4%; n = 37). There was no statistical difference in NVS scores between adolescents using the Internet versus health care providers as their first source of health information (t[75] = - .12; p = .22). Discussion: Knowledge of health-seeking behaviors and health literacy in adolescents with SCD gives insight into the design and evaluation of future interventions to improve health and health literacy in this population.
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Affiliation(s)
| | - Libby E Rosonet
- Louise Herrington School of Nursing, Baylor University, Dallas, TX, USA
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14
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Ogamba CF, Akinsete AM, Mbaso HS, Adesina OA. Health insurance and the financial implications of sickle cell disease among parents of affected children attending a tertiary facility in Lagos, south-west Nigeria. Pan Afr Med J 2021; 36:227. [PMID: 33708318 PMCID: PMC7908317 DOI: 10.11604/pamj.2020.36.227.24636] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2020] [Accepted: 07/11/2020] [Indexed: 11/11/2022] Open
Abstract
Introduction there is a paucity of data on the financial implications of sickle cell disease on households of affected children and their use of health insurance in Nigeria. This study assessed the awareness of health insurance, patterns of health service utilization and financial implications of sickle cell disease among children seeking care at a tertiary facility in Nigeria. Methods a structured questionnaire was administered to parents of 314 children with sickle cell disease attending the pediatric hematology unit of the Lagos University Teaching Hospital between May and December 2019. Results mean age of the children was 91.5 ± 43.1 months. M: F was 1.17: 1. 45.5% of households earned above NGN 150,000 (USD 417) monthly. 71.3% of the parents had heard of health insurance but only 20.7% were enrolled in a health insurance scheme. Awareness of health insurance was significantly associated with social class (p=0.000) and monthly household income (p=0.000). 60.8% of the parents preferred pre-facility treatment. Social class (p=0.01) and monthly household income (p=0.001) were significantly associated with home treatment. Time on admission ranged from 2-18 days with an average of 4.31 days. Average cost of hospitalization was USD 148 ± USD 14.2 and total cost of care incurred was USD 20,787. Neither age of child (p=0.857), estimated household income (p=0.863) nor social class (p=0.397) was associated with cost of care. Conclusion a high cost of care was observed in our study population underscoring the need for increased awareness and access to health insurance for households of children with sickle cell disease.
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Affiliation(s)
| | - Adeseye Michael Akinsete
- Department of Pediatrics, Faculty of Clinical Sciences, College of Medicine, University of Lagos/Lagos University Teaching Hospital, Lagos, Nigeria
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15
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Mupfudze TG, Preussler JM, Sees JA, SanCartier M, Arnold SD, Devine S. A Qualitative Analysis of State Medicaid Coverage Benefits for Allogeneic Hematopoietic Cell Transplantation (alloHCT) for Patients with Sickle Cell Disease (SCD). Transplant Cell Ther 2021; 27:345-351. [PMID: 33836889 DOI: 10.1016/j.jtct.2021.01.022] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 01/05/2021] [Accepted: 01/24/2021] [Indexed: 11/28/2022]
Abstract
Sickle cell disease (SCD) is the most common inherited hemoglobin disorder, affecting approximately 100,000 people in the United States. Allogeneic hematopoietic cell transplantation (alloHCT), also known as bone marrow transplant (BMT), is currently the only established curative option for SCD. However, alloHCT is an optional benefit under Medicaid. This study of alloHCT coverage for patients with SCD aims to understand the scope of state Medicaid coverage benefits and BMT financial coordinators' experience working with their state Medicaid programs. States estimated to have more than 50 newborns diagnosed with SCD in 2016 and at least one active BMT Clinical Trials Network (1503 [STRIDE 2], NCT02766465) transplant center (TC) were eligible to participate in this study. Qualitative, semi-structured interviews 30 to 60 minutes in length were conducted with BMT financial coordinators via telephone between May and October 2019. A total of 10 BMT financial coordinators from 10 TCs representing eight states (Florida, Georgia, Illinois, Michigan, New York, Pennsylvania, Texas, and Virginia) participated in the semi-structured interviews. Coordinators in all of the included states reported that alloHCT in children with SCD with a human leukocyte antigen-matched sibling donor was covered by their state Medicaid programs. However, only two states (Florida and Texas) had legislative policies mandating coverage of routine medical costs for patients in clinical trials. TCs in two states (Illinois and Pennsylvania) reported accepting out-of-state Medicaid insurance, but only one state (Michigan) covered both travel and lodging for the patient and one caregiver. Four themes emerged when coordinators were asked about their perspectives and experiences working with their corresponding state Medicaid programs: (1) state Medicaid eligibility criteria based on disability were perceived as being restrictive, and Medicaid reimbursement rates were reported to be low; (2) Medicaid fee-for-service plans were perceived as being more comprehensive and easier to navigate compared to comprehensive managed care (CMC) plans; (3) there is a need to address caregiver and financial assistance beyond the health care costs; and (4) completing the insurance authorization process leading up to alloHCT is critical, including peer-to-peer reviews. There is limited legislative policy to help ensure access to clinical trials and provide out-of-state benefits and travel and lodging for Medicaid enrollees with SCD. These data provide insight into potential areas that could influence changes in policy to enhance access to curative therapy for SCD.
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Affiliation(s)
- Tatenda G Mupfudze
- National Marrow Donor Program/Be The Match, Minneapolis, Minnesota; Center for International Blood and Marrow Transplant Research, Minneapolis, Minnesota; Aflac Cancer and Blood Disorders Center, Department of Pediatrics, Division of Hematology/Oncology/BMT, Emory University School of Medicine, Atlanta, Georgia.
| | - Jaime M Preussler
- National Marrow Donor Program/Be The Match, Minneapolis, Minnesota; Center for International Blood and Marrow Transplant Research, Minneapolis, Minnesota; Aflac Cancer and Blood Disorders Center, Department of Pediatrics, Division of Hematology/Oncology/BMT, Emory University School of Medicine, Atlanta, Georgia
| | - Jennifer A Sees
- National Marrow Donor Program/Be The Match, Minneapolis, Minnesota; Aflac Cancer and Blood Disorders Center, Department of Pediatrics, Division of Hematology/Oncology/BMT, Emory University School of Medicine, Atlanta, Georgia
| | - Michelle SanCartier
- National Marrow Donor Program/Be The Match, Minneapolis, Minnesota; Aflac Cancer and Blood Disorders Center, Department of Pediatrics, Division of Hematology/Oncology/BMT, Emory University School of Medicine, Atlanta, Georgia
| | - Staci D Arnold
- National Marrow Donor Program/Be The Match, Minneapolis, Minnesota; Emory University Hospital, Atlanta, Georgia
| | - Steven Devine
- National Marrow Donor Program/Be The Match, Minneapolis, Minnesota; Center for International Blood and Marrow Transplant Research, Minneapolis, Minnesota; Aflac Cancer and Blood Disorders Center, Department of Pediatrics, Division of Hematology/Oncology/BMT, Emory University School of Medicine, Atlanta, Georgia
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16
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Grosse SD, Green NS, Reeves SL. Administrative data identify sickle cell disease: A critical review of approaches in U.S. health services research. Pediatr Blood Cancer 2020; 67:e28703. [PMID: 32939942 PMCID: PMC7606824 DOI: 10.1002/pbc.28703] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Revised: 08/27/2020] [Accepted: 08/28/2020] [Indexed: 12/20/2022]
Abstract
To identify people living with sickle cell disease (SCD) and study their healthcare utilization, researchers can either use clinical records linked to administrative data or use billing diagnosis codes in stand-alone administrative databases. Correct identification of individuals clinically managed for SCD using diagnosis codes in claims databases is limited by the accuracy of billing codes in outpatient encounters. In this critical review, we assess the strengths and limitations of claims-based SCD case-finding algorithms in stand-alone administrative databases that contain both inpatient and outpatient records. Validation studies conducted using clinical records and newborn screening for confirmation of SCD case status have found that algorithms that require three or more nonpharmacy claims or one inpatient claim plus two or more outpatient claims with SCD codes show acceptable accuracy (positive predictive value and sensitivity) in children and adolescents. Future studies might seek to assess the accuracy of case-finding algorithms over the lifespan.
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Affiliation(s)
- Scott D. Grosse
- Centers for Disease Control and Prevention, National Center on Birth Defects and Developmental Disabilities, Atlanta, Georgia
| | - Nancy S. Green
- Department of Pediatrics, Division of Pediatric Hematology, Oncology and Stem Cell Transplantation, Columbia University Medical Center, New York, New York
| | - Sarah L. Reeves
- Department of Pediatrics, Susan B. Meister Child Health Evaluation and Research Center, University of Michigan School of Medicine, Ann Arbor, Michigan,School of Public Health, Department of Epidemiology, University of Michigan, Ann Arbor, Michigan
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17
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Mahesri M, Schneeweiss S, Globe D, Mutebi A, Bohn R, Achebe M, Levin R, Desai RJ. Clinical outcomes following bone marrow transplantation in patients with sickle cell disease: A cohort study of US Medicaid enrollees. Eur J Haematol 2020; 106:273-280. [PMID: 33155319 DOI: 10.1111/ejh.13546] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Revised: 10/29/2020] [Accepted: 10/30/2020] [Indexed: 11/30/2022]
Abstract
OBJECTIVES Bone marrow transplantation (BMT) is currently the only curative therapy available for patients with sickle cell disease (SCD), but clinical outcomes in routine care are not well understood. We describe the rates of vaso-occlusive crises (VOCs), transplant complications, and mortality in SCD patients after BMT. METHODS A cohort study of SCD patients who underwent BMT was designed using US Medicaid claims data (2000-2013). RESULTS A total of 204 SCD patients undergoing BMT were identified with a mean (SD) age of 10.6 (7.3) years, with 52.9% male and 67.6% African American. The overall VOC rate was 0.99 per person-year (95% CI: 0.91-1.07) over a median follow-up time of 2.1 years (IQR: 0.8-4.3 years). A total of 138 (67.6%) remained free of VOCs. The mortality rate was 1.7 (95% CI: 0.9-3.1) per 100 person-years, transplant-related complications occurred among 113 (55.4%) patients with an incidence rate of 38.2 (95% CI: 31.7-45.9) per 100 person-years, while 47 (23%) patients had GvHD with an incidence rate of 8.0 (95% CI: 6.0-10.7) per 100 person-years. CONCLUSION Two thirds of the BMT recipients remained VOC-free over 2 years of follow-up, but transplant-related complications, including GvHD occurred with high frequency. This highlights a continuing unmet need for alternative curative interventions in SCD.
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Affiliation(s)
- Mufaddal Mahesri
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital & Harvard Medical School, Boston, MA, USA
| | - Sebastian Schneeweiss
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital & Harvard Medical School, Boston, MA, USA
| | | | - Alex Mutebi
- Vertex Pharmaceuticals Inc., Boston, MA, USA
| | | | - Maureen Achebe
- Hematology Division, Department of Medicine, Brigham and Women's Hospital & Harvard Medical School, Boston, MA, USA
| | - Raisa Levin
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital & Harvard Medical School, Boston, MA, USA
| | - Rishi J Desai
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital & Harvard Medical School, Boston, MA, USA
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18
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Creary SE, Chisolm DJ, Wrona SK, Cooper JN. Opioid Prescription Filling Trends Among Children with Sickle Cell Disease After the Release of State-Issued Guidelines on Pain Management. PAIN MEDICINE 2020; 21:2583-2592. [PMID: 32142138 DOI: 10.1093/pm/pnaa002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
OBJECTIVE To assess the impact of Ohio's 2012, 2013, and 2016 opioid prescribing guidelines on opioid and nonsteroidal anti-inflammatory drug (NSAID) prescription filling and health care utilization for pain among children with sickle cell disease (SCD). DESIGN Quasi-experimental retrospective cohort study. SETTING Ohio Medicaid claims data from August 2011 to August 2016. SUBJECTS Medicaid beneficiaries under age 19 years with SCD. METHODS Interrupted time series analyses comparing population-level rates of opioids and NSAID prescriptions filled, standardized amounts of opioids dispensed, and acute health care utilization for pain before and after release of each guideline. RESULTS In our cohort of 1,505 children with SCD, there was a temporary but significant decrease in the opioid filling rate (-2.96 prescriptions per 100 children, P = 0.01) and in the amount of opioids dispensed (-31.39 milligram morphine equivalents per filled prescription, P < 0.001) after the 2013 guideline but a temporary but significant increase in the opioid filling rate (7.44 prescriptions per 100 children, P < 0.001) and in the amount of opioids dispensed (72.73 mg morphine equivalents per filled prescription, P < 0.001) after the 2016 guideline. The NSAID filling rate did not significantly change after any of the guidelines. Acute health care utilization rates for pain after the 2016 guideline were similar to those before the 2013 guideline (rate ratio = 1.04, P = 0.63). CONCLUSIONS Our results suggest that Ohio's 2013 and 2016 guidelines were associated with significant but nonsustained changes in opioid prescription filling among children with SCD. Additional studies are needed to confirm that opioid guidelines have a sustained impact on excessive opioid prescribing, filling, and misuse.
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Affiliation(s)
- Susan E Creary
- Division of Pediatric Hematology/Oncology/BMT, Center for Innovation in Pediatric Practice, Abigail Wexner Research Institute at Nationwide Children's Hospital, The Ohio State University, Columbus, Ohio, USA
| | - Deena J Chisolm
- Center for Innovation in Pediatric Practice, Abigail Wexner Research Institute at Nationwide Children's Hospital Nationwide Children's Hospital, The Ohio State University, Columbus, Ohio, USA
| | - Sharon K Wrona
- Department of Anesthesiology & Pain Medicine/Comprehensive Pain and Palliative Care Services Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Jennifer N Cooper
- Center for Surgical Outcomes Research and Center for Innovation in Pediatric Practice, Abigail Wexner Research Institute at Nationwide Children's Hospital, The Ohio State University, Columbus, Ohio, USA
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19
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Power-Hays A, Patterson A, Sobota A. Household material hardships impact emergency department reliance in pediatric patients with sickle cell disease. Pediatr Blood Cancer 2020; 67:e28587. [PMID: 32716125 DOI: 10.1002/pbc.28587] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 06/11/2020] [Accepted: 06/29/2020] [Indexed: 12/16/2022]
Abstract
BACKGROUND In sickle cell disease (SCD), high emergency department (ED) utilization is associated with worse outcomes and increased costs. A metric called ED reliance (EDr), the percentage of healthcare visits that occur in the ED, attempts to identify ED overutilization. It is unknown if household material hardships (HMH)-housing, utility, or food insecurity-impact reliance on the ED. As these may represent modifiable risk factors for high ED utilization, we aimed to estimate the association between HMH and EDr in pediatric patients with SCD. METHODS We reviewed the electronic medical records of pediatric patients with SCD who received care in the Boston Medical Center network in Massachusetts, USA, to collect data on HMH and healthcare utilization. Using linear regression to control for potential confounders, we modeled the association between material hardships and EDr. RESULTS Of 101 eligible patients, 60 (59%) reported one or more HMH. The mean EDr was 12% overall, with significant differences between those with and without HMH (15.9 vs 5.9, P = 0.0001). Each additional hardship experienced was associated with an increased average EDr of 7.7 percentage points (R2 = 0.34, P < 0.0001). Housing and utility hardships were each independently associated with increased EDr. CONCLUSION HMH are associated with significantly increased EDr in children with SCD, independent of transportation hardship or insurance type. Through screening for HMH, providers and health systems could identify at-risk patients with modifiable risk factors for high EDr in order to provide them additional support.
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Affiliation(s)
| | - Alyssa Patterson
- Boston Medical Center, Center for the Urban Child and Healthy Family, Boston, Massachusetts
| | - Amy Sobota
- Boston Medical Center, Department of Pediatrics, Boston, Massachusetts.,Boston University School of Medicine, Boston, Massachusetts
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20
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Desai RJ, Mahesri M, Globe D, Mutebi A, Bohn R, Achebe M, Levin R, Schneeweiss S. Clinical outcomes and healthcare utilization in patients with sickle cell disease: a nationwide cohort study of Medicaid beneficiaries. Ann Hematol 2020; 99:2497-2505. [DOI: 10.1007/s00277-020-04233-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2020] [Accepted: 08/24/2020] [Indexed: 02/07/2023]
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21
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Ballas SK, Dampier C. Risk factors associated with increased emergency department utilization in patients with sickle cell disease: a systematic literature review. Ann Hematol 2020; 99:2483-2495. [PMID: 32852615 DOI: 10.1007/s00277-020-04205-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Accepted: 07/27/2020] [Indexed: 10/23/2022]
Abstract
Sickle cell disease (SCD), a genetic disorder affecting up to 100,000 patients in the USA, impacts multiple organ systems. The emergency department (ED) is frequently utilized by patients with SCD who have severe pain from vaso-occlusive crises. The goal of this systematic literature review is to identify predictors for ED use among patients with SCD in the USA, as high ED reliance is not ideal because of the potential for discontinuity of care as well as higher costs. PubMed and Embase were searched for articles containing the keywords "sickle cell disease" AND ("emergency" OR "acute care") AND ("utilization" OR "health care") published between 2000 and 26 September 2019. A total of 26 publications were identified meeting the following inclusion criteria: report of ED or acute care clinic use; report of health care utilization for SCD; and report of ED visits independent of hospital admission, ED revisits, inpatient care visits, and SCD care unit visits. Articles unavailable in English or those focused on populations outside the USA were excluded. Of the 26 articles included, 4 were prospective and the remainder were retrospective. Qualitative analysis of the articles revealed a higher rate of ED utilization among adults than children, patients with public insurance than private insurance, and patients with more comorbidities, complications, or pain. Age and pain levels were both commonly cited as predictors of ED utilization. Additional prospective and interventional studies are needed to further define predictors of ED utilization and to uncover treatments that decrease ED visits.
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Affiliation(s)
- Samir K Ballas
- Cardeza Foundation for Hematologic Research, Department of Medicine, Sidney Kimmel Medical College, Thomas Jefferson University, 1020 Locust Street Suite 394, Philadelphia, PA, 19107, USA.
| | - Carlton Dampier
- Division of Hematology/Oncology/BMT, Department of Pediatrics, Emory University School of Medicine, Children's Healthcare of Atlanta, Emory Healthcare, Atlanta, GA, USA.,AFLAC Cancer and Blood Disorders Center, Atlanta, GA, USA
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22
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Cronin RM, Yang M, Hankins JS, Byrd J, Pernell BM, Kassim A, Adams-Graves P, Thompson AA, Kalinyak K, DeBaun M, Treadwell M. Association between hospital admissions and healthcare provider communication for individuals with sickle cell disease. ACTA ACUST UNITED AC 2020; 25:229-240. [PMID: 32552526 DOI: 10.1080/16078454.2020.1780737] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Objective: To test the hypothesis that caregivers' or adult participants' low ratings of provider communication are associated with more hospital admissions among adults and children with sickle cell disease (SCD), respectively. Secondarily, we determined whether there was an association between the caregivers' or participants' health literacy and rating of providers' communication. Methods: Primary data were collected from participants through surveys between 2014 and 2016, across six sickle cell centers throughout the U.S. In this cross-sectional cohort study, 211 adults with SCD and 331 caregivers of children with SCD completed surveys evaluating provider communication using the Consumer Assessment of Healthcare Providers and Systems (CAHPS), healthcare utilization, health literacy, and other sociodemographic and behavioral variables. Analyses included descriptive statistics, bivariate analyses, and logistic regression. Results: Participants with better ratings of provider communication were less likely to be hospitalized (odds ratio (OR) = 0.54, 95% confidence interval (CI) = [0.35, 0.83]). Positive ratings of provider communication were associated with fewer readmissions for children (OR = 0.23, 95% CI = [0.09, 0.57]). Participants with better ratings of provider communication were less likely to rate their health literacy as lower (regression coefficient (B) = -0.28, 95% CI = [-0.46, -0.10]). Conclusions: Low ratings of provider communication were associated with more hospitalizations and readmissions in SCD, suggesting the need for interventions targeted at improving patient-provider communication which could decrease hospitalizations for this population.
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Affiliation(s)
- Robert M Cronin
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA.,Department of Internal Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.,Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Manshu Yang
- Department of Psychology, University of Rhode Island, Kingston, RI, USA.,American Institutes for Research, Chapel Hill, NC, USA
| | - Jane S Hankins
- Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Jeannie Byrd
- Department of Pediatrics, Division of Hematology/Oncology, Vanderbilt-Meharry Center for Excellence in Sickle Cell Disease, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Brandi M Pernell
- Department of Pediatrics, Division of Hematology/Oncology, Vanderbilt-Meharry Center for Excellence in Sickle Cell Disease, Vanderbilt University Medical Center, Nashville, TN, USA.,Department of Pediatrics, Division of Hematology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Adetola Kassim
- Department of Hematology/Oncology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Patricia Adams-Graves
- Department of General Internal Medicine and Hematology, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Alexis A Thompson
- Department of Pediatrics, Department of Medicine, Northwestern University, Chicago, IL, USA
| | - Karen Kalinyak
- Division of Hematology in Cancer and Blood Diseases Institute, University of Cincinnati, Cincinnati, OH, USA
| | - Michael DeBaun
- Department of Pediatrics, Division of Hematology/Oncology, Vanderbilt-Meharry Center for Excellence in Sickle Cell Disease, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Marsha Treadwell
- Department of Hematology/Oncology, UCSF Benioff Children's Hospital Oakland, Oakland, CA, USA
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23
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Jacob SA, Mueller EL, Cochrane AR, Carroll AE, Bennett WE. Variation in hospital admission of sickle cell patients from the emergency department using the Pediatric Health Information System. Pediatr Blood Cancer 2020; 67:e28067. [PMID: 31724788 PMCID: PMC8955610 DOI: 10.1002/pbc.28067] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2019] [Revised: 10/08/2019] [Accepted: 10/12/2019] [Indexed: 11/07/2022]
Abstract
BACKGROUND Universal newborn screening and improved treatment options have led to increased survival in sickle cell disease (SCD). However, patients with SCD still rely heavily on acute care services. OBJECTIVE To determine the variation seen in hospitalizations for the top complaints for ED visits for children with SCD nationally. METHODS We performed a retrospective review of the Pediatric Health Information Systems (PHIS) Database between October 2011 and September 2015. Emergency department (ED) encounters were selected by using International Classification of Diseases, Ninth Edition, Clinical Modification (ICD-9-CM) codes for SCD with and without crisis, fever, and pain. Univariate analyses were performed, as well as index of dispersion (ID) to assess variation by day of the week and region. ANOVA and t-test were used to determine statistical significance. RESULTS A total of 68 661 ED encounters at 36 hospitals met the criteria for inclusion. Of those encounters, 50.1% were admitted to the hospital. Pain and fever were the most common primary diagnoses among this population. Although variation in hospitalization was seen overall, as well as for a primary diagnosis of pain or fever, this variation was not explained by weekday/weekend designation. CONCLUSION The results of our study confirm pain and fever as the most common primary diagnoses for children with SCD who seek acute care, as well as demonstrate that while significant variation in hospitalization exists, it is not associated with day of the week. Further studies to elucidate patient- and hospital-level factors that influence admission variation are necessary.
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Affiliation(s)
- Seethal A. Jacob
- Section of Pediatric Hematology Oncology, Department of Pediatrics, Indiana University, Indianapolis, Indiana,Center for Pediatric and Adolescent Comparative Effectiveness Research, Indiana University, Indianapolis, Indiana
| | - Emily L. Mueller
- Section of Pediatric Hematology Oncology, Department of Pediatrics, Indiana University, Indianapolis, Indiana,Center for Pediatric and Adolescent Comparative Effectiveness Research, Indiana University, Indianapolis, Indiana
| | - Anneli R. Cochrane
- Section of Pediatric Hematology Oncology, Department of Pediatrics, Indiana University, Indianapolis, Indiana,Center for Pediatric and Adolescent Comparative Effectiveness Research, Indiana University, Indianapolis, Indiana
| | - Aaron E. Carroll
- Center for Pediatric and Adolescent Comparative Effectiveness Research, Indiana University, Indianapolis, Indiana,Department of Pediatrics, Children’s Health Services Research, Indiana University School of Medicine, Indianapolis, Indiana
| | - William E. Bennett
- Center for Pediatric and Adolescent Comparative Effectiveness Research, Indiana University, Indianapolis, Indiana,Department of Pediatrics, Children’s Health Services Research, Indiana University School of Medicine, Indianapolis, Indiana,Section of Pediatric Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana
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24
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Kimrey S, Saving KL. Sickle Cell Disease: A Primer for Primary Care Providers. Pediatr Ann 2020; 49:e43-e49. [PMID: 31930422 DOI: 10.3928/19382359-20191210-01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Sickle cell disease is an autosomal recessive disorder with significant global impact. This disorder causes the production of a dysfunctional hemoglobin, which leads to sickling of erythrocytes and ultimately hemolysis, endothelial dysfunction, vaso-occlusion, and sterile inflammation. These cellular level processes produce end-organ changes that ultimately result in specific risks and preventive care needs, unique emergency situations, and long-term complications for patients. Options for the treatment of sickle cell disease are increasing. Thus far, hydroxyurea is the most proven treatment and has been shown to reduce vaso-occlusive crises in children and adults and preserve organ function. Other therapies, both disease modifying and curative, are emerging and will hopefully have a substantial effect in the near future. [Pediatr Ann. 2020;49(1):e43-e49.].
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25
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Shah N, Bhor M, Xie L, Paulose J, Yuce H. Medical Resource Use and Costs of Treating Sickle Cell-related Vaso-occlusive Crisis Episodes: A Retrospective Claims Study. JOURNAL OF HEALTH ECONOMICS AND OUTCOMES RESEARCH 2020; 7:52-60. [PMID: 32685598 PMCID: PMC7343342 DOI: 10.36469/jheor.2020.12852] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Revised: 04/21/2020] [Accepted: 04/29/2020] [Indexed: 05/03/2023]
Abstract
BACKGROUND The study investigated the economic burden of vaso-occlusive crisis (VOC) among sickle cell disease (SCD) patients, through assessment of overall utilization and costs and costs per VOC episode (regarding the number of VOC episodes and health care setting, respectively). METHODS Using the Medicaid Analytic Extracts database, the first SCD-related diagnosis claim (index claim) between June 1, 2009-December 31, 2012 was identified among eligible adults. Patients were required to have continuous medical and pharmacy benefits for 6 months pre- and 12 months post-index. Discrete VOC claims identified within a 3-day gap were combined as a single VOC episode. Annual all-cause and SCD-related medical resources and costs were identified and stratified by number of VOC episodes during the 1-year follow-up period. Health care costs per VOC episode were also examined, stratified by care setting. RESULTS Enrollees included 8521 eligible patients with a mean age of 32.88 years (SD=12.21). Of these, 66.5% had a Charlson Comorbidity index (CCI) score of 0 (no comorbidities) and 67.3% were female. The average total medical costs were US$34 136 (median=US$12 691) annually, and SCD accounted for 60% of the total costs (mean=US$20 206, median=US$1204). Patients with >3 episodes had the highest annual SCD-related costs (mean=US$58 950) across all settings. Health care resource utilization (HCRU) and costs increased substantially as the number of VOC episodes increased. This study was limited to observation of associations rather than causal inference, and by possible coding and identification discrepancies and the restricted generalizability of the population. CONCLUSIONS VOC has a severe impact on medical resource use and costs among the adult SCD population. Further research among broader study populations is needed to facilitate the reduction of VOC episodes and thereby improve clinical and economic outcomes for SCD patients.
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Affiliation(s)
| | - Menaka Bhor
- Novartis Pharmaceuticals Corporation, East Hanover, NJ,
USA
| | - Lin Xie
- SIMR, Inc., Ann Arbor, MI,
USA
- New York City College of Technology, CUNY, Brooklyn, NY,
USA
- Corresponding author: Tel.: 734-222-5426, E-mail address:
| | - Jincy Paulose
- Novartis Pharmaceuticals Corporation, East Hanover, NJ,
USA
| | - Huseyin Yuce
- New York City College of Technology, CUNY, Brooklyn, NY,
USA
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26
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Sickle-Cell Disease Co-Management, Health Care Utilization, and Hydroxyurea Use. J Am Board Fam Med 2020; 33:91-105. [PMID: 31907250 PMCID: PMC7942752 DOI: 10.3122/jabfm.2020.01.190143] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Revised: 08/21/2019] [Accepted: 08/25/2019] [Indexed: 11/08/2022] Open
Abstract
BACKGROUND Sickle-cell disease (SCD) causes significant morbidity, premature mortality, and high disease burden, resulting in frequent health care use. Comanagement may improve utilization and patient adherence with treatments such as Hydroxyurea. The purpose of this study was to describe acute-care utilization in Medicaid-enrolled patients with SCD, patient factors associated with comanagement, and adherence to Hydroxyurea. METHODS Data from 2790 patients diagnosed with SCD, age 1 to 65+ years, enrolled at least 1 month in North Carolina Medicaid between March 2016 and February 2017, were analyzed. Outpatient visits were categorized as primary care, hematologist, and nonhematologist specialist. Nurse practitioners or physician assistants with unidentified specialty type or family practice were categorized separately. Comanagement was defined as a minimum of 1 primary care and 1 hematologist visit/patient during the study period. RESULTS There were notable age-related differences in utilization of health care services. Only 34.82% of the sample was comanaged. Comanagement was higher in the 1-to-9-year-old (44.88%) and 10-to-17-year-old groups (39.22%) versus the 31-to-45-year-old (30.26%) and 65+-year-old (18.75%) age groups. Age had the greatest influence (AUC = 0.599) on whether or not a patient was comanaged. Only a third of the sample (32.24%) had at least 1 Hydroxyurea (HU) prescription. Age was the most predictive factor of good HUadherence (AUC = 0.6503). Prediction by comanagement was minimal with an AUC = 0.5615. CONCLUSION Comanagement was a factor in predicting HUadherence, but further studies are needed to identify the frequency and components of comanagement needed to increase adherence and reduce acute care utilization.
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27
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Lubeck D, Agodoa I, Bhakta N, Danese M, Pappu K, Howard R, Gleeson M, Halperin M, Lanzkron S. Estimated Life Expectancy and Income of Patients With Sickle Cell Disease Compared With Those Without Sickle Cell Disease. JAMA Netw Open 2019; 2:e1915374. [PMID: 31730182 PMCID: PMC6902797 DOI: 10.1001/jamanetworkopen.2019.15374] [Citation(s) in RCA: 163] [Impact Index Per Article: 32.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
IMPORTANCE Individuals with sickle cell disease (SCD) have reduced life expectancy; however, there are limited data available on lifetime income in patients with SCD. OBJECTIVE To estimate life expectancy, quality-adjusted life expectancy, and income differences between a US cohort of patients with SCD and an age-, sex-, and race/ethnicity-matched cohort without SCD. DESIGN, SETTING, AND PARTICIPANTS Cohort simulation modeling was used to (1) build a prevalent SCD cohort and a matched non-SCD cohort, (2) identify utility weights for quality-adjusted life expectancy, (3) calculate average expected annual personal income, and (4) model life expectancy, quality-adjusted life expectancy, and lifetime incomes for SCD and matched non-SCD cohorts. Data sources included the Centers for Disease Control and Prevention, National Newborn Screening Information System, and published literature. The target population was individuals with SCD, the time horizon was lifetime, and the perspective was societal. Model data were collected from November 29, 2017, to March 21, 2018, and the analysis was performed from April 28 to December 3, 2018. MAIN OUTCOMES AND MEASURES Life expectancy, quality-adjusted life expectancy, and projected lifetime income. RESULTS The estimated prevalent population for the SCD cohort was 87 328 (95% uncertainty interval, 79 344-101 398); 998 were male and 952 were female. Projected life expectancy for the SCD cohort was 54 years vs 76 years for the matched non-SCD cohort; quality-adjusted life expectancy was 33 years vs 67 years, respectively. Projected lifetime income was $1 227 000 for an individual with SCD and $1 922 000 for a matched individual without SCD, reflecting a lost income of $695 000 owing to the 22-year difference in life expectancy. One study limitation is that the higher estimates of life expectancy yielded conservative estimates of lost life-years and income. The analysis only considered the value of lost personal income owing to premature mortality and did not consider direct medical costs or other societal costs associated with excess morbidity (eg, lost workdays for disability, time spent in the hospital). The model was most sensitive to changes in income levels and mortality rates. CONCLUSIONS AND RELEVANCE In this simulated cohort modeling study, SCD had societal consequences beyond medical costs in terms of reduced life expectancy, quality-adjusted life expectancy, and lifetime earnings. These results underscore the need for disease-modifying therapies to improve the underlying morbidity and mortality associated with SCD.
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Affiliation(s)
| | - Irene Agodoa
- Global Blood Therapeutics Inc, South San Francisco, California
| | - Nickhill Bhakta
- Global Pediatric Medicine, St. Jude Children’s Research Hospital, Memphis, Tennessee
| | - Mark Danese
- Outcomes Insights Inc, Westlake Village, California
| | - Kartik Pappu
- Global Blood Therapeutics Inc, South San Francisco, California
| | - Robin Howard
- Global Blood Therapeutics Inc, South San Francisco, California
| | | | | | - Sophie Lanzkron
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland
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28
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Caldwell EP. The influence of health literacy on emergency department utilization and hospitalizations in adolescents with sickle cell disease. Public Health Nurs 2019; 36:765-771. [DOI: 10.1111/phn.12643] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2018] [Revised: 06/18/2019] [Accepted: 06/21/2019] [Indexed: 11/30/2022]
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29
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Johnston EE, Adesina OO, Alvarez E, Amato H, Paulukonis S, Nichols A, Chamberlain LJ, Bhatia S. Acute Care Utilization at End of Life in Sickle Cell Disease: Highlighting the Need for a Palliative Approach. J Palliat Med 2019; 23:24-32. [PMID: 31390292 DOI: 10.1089/jpm.2018.0649] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Background: People with sickle cell disease (SCD) have a life expectancy of <50 years, so understanding their end-of-life care is critical. Objective: We aimed to determine where individuals with SCD were dying and their patterns of care in the year preceding death to highlight end-of-life research priorities and possible opportunities for intervention. Design: Using the California SCD Data Collection Program database (containing administrative data, vital records, and Medicaid claims), we examined people with SCD who died between 2006 and 2015 (cases) at age <80 years and examined their hospital and emergency department (ED) utilization in their last year of life. Comparators included living controls with SCD matched 1:1 based on age, analysis year, insurance, and income. Results: We identified 486 people with SCD (cases) who died at a median age of 45 years (SD: 16 years). Most died in the hospital (63%) and ED (15%). In their last year of life, people with SCD were hospitalized for an average of 42 days (SD: 49 days) over five admissions. Inpatient admissions and ED visits were stable throughout the year until the month before death when acute care utilization sharply increased. In their last year of life, cases had more hospitalizations than controls, but similar ED utilization. Conclusions: People with SCD are dying acutely at a young age and most die in the hospital and the ED. Since clinicians caring for people with SCD currently cannot predict which acute events may be life-threatening, a comprehensive palliative approach to people with SCD must extend beyond chronic pain management and psychosocial support to include advance care planning.
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Affiliation(s)
- Emily E Johnston
- Division of Pediatric Hematology/Oncology, Department of Pediatrics, Stanford University School of Medicine, Stanford, California.,Institute for Cancer Outcomes and Survivorship, School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama.,Division of Pediatric Hematology/Oncology, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama
| | - Oyebimpe O Adesina
- Division of Hematology, Department of Medicine, University of Washington School of Medicine, Seattle, Washington
| | - Elysia Alvarez
- Division of Pediatric Hematology/Oncology, Department of Pediatrics, University of California, Sacramento, California
| | - Heather Amato
- Sickle Cell Data Collection Project, Tracking California, Public Health Institute, Oakland, California
| | - Susan Paulukonis
- Sickle Cell Data Collection Project, Tracking California, Public Health Institute, Oakland, California
| | - Ashley Nichols
- Division of Geriatrics, Gerontology and Palliative Care, University of Alabama at Birmingham, Birmingham, Alabama
| | - Lisa J Chamberlain
- Division of General Pediatrics, Department of Pediatrics, Stanford University School of Medicine, Stanford, California
| | - Smita Bhatia
- Institute for Cancer Outcomes and Survivorship, School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama.,Division of Pediatric Hematology/Oncology, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama
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30
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Brousseau DC, Richardson T, Hall M, Ellison AM, Shah SS, Raphael JL, Bundy DG, Arnold S. Hydroxyurea Use for Sickle Cell Disease Among Medicaid-Enrolled Children. Pediatrics 2019; 144:peds.2018-3285. [PMID: 31227564 DOI: 10.1542/peds.2018-3285] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/22/2019] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Recent publications should have resulted in increased hydroxyurea usage in children with sickle cell disease (SCD). We hypothesized that hydroxyurea use in children with SCD increased over time and was associated with decreased acute care visits. METHODS This was a secondary analysis of the Truven Health Analytics-IBM Watson Health MarketScan Medicaid database from 2009 to 2015. The multistate, population-based cohort included children 1 to 19 years old with an International Classification of Diseases, Ninth or 10th Revision diagnosis of SCD between 2009 and 2015. Changes in hydroxyurea were measured across study years. The primary outcome was the receipt of hydroxyurea, identified through filled prescription claims. Acute care visits (emergency department visits and hospitalizations) were extracted from billing data. RESULTS A mean of 5138 children each year were included. Hydroxyurea use increased from 14.3% in 2009 to 28.2% in 2015 (P < .001). During the study period, the acute-care-visit rate decreased from 1.20 acute care visits per person-year in 2009 to 1.04 acute care visits per person-year in 2015 (P < .001); however, the drop in acute care visits was exclusively in the youngest and oldest age groups and was not seen when only children enrolled continuously from 2009 to 2015 were analyzed. CONCLUSIONS There was a significant increase in hydroxyurea use in children with SCD between 2009 and 2015. However, in 2015, only ∼1 in 4 children with SCD received hydroxyurea at least once. Increases in hydroxyurea were not associated with consistently decreased acute care visits in this population-based study of children insured by Medicaid.
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Affiliation(s)
- David C Brousseau
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee, Wisconsin;
| | | | - Matt Hall
- Children's Hospital Association, Lenexa, Kansas
| | - Angela M Ellison
- Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Samir S Shah
- Divisions of Hospital Medicine and Infectious Diseases, Cincinnati Children's Hospital Medical Center and College of Medicine, University of Cincinnati, Cincinnati, Ohio
| | - Jean L Raphael
- Section of Academic General Pediatrics, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - David G Bundy
- Department of Pediatrics, Medical University of South Carolina, Charleston, South Carolina; and
| | - Staci Arnold
- Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta and Department of Pediatrics, School of Medicine, Emory University, Atlanta, Georgia
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31
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Chen Y, White RS, Tangel V, Noori SA, Gaber-Baylis LK, Mehta ND, Pryor KO. Sickle cell disease and readmissions rates after lower extremity arthroplasty: a multistate analysis 2007–2014. J Comp Eff Res 2019; 8:403-422. [DOI: 10.2217/cer-2018-0098] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Aim: To compare readmission rates between patients with sickle cell disease (SCD) and non-sickle cell disease undergoing total hip and knee arthroplasty (THA and TKA). Methods: Identified adult patients who underwent THA or TKA from 2007 to 2014 in California, Florida, New York, Maryland and Kentucky using a multistate database. Outcomes were 30- and 90-day readmission rates, mortality, complications, length of stay and hospital charges. Logistic regression models were used for analysis. Results: Compared with non-sickle cell disease patients following TKA and THA, SCD patients had higher odds of 30- (odds ratio [OR]: 3.79) and 90-day readmissions (OR: 4.15), mortality (OR: 6.54), more complications, longer length of stay, and higher total charges. Conclusion: Following TKA and THA, SCD is associated with higher readmissions and worse outcomes.
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Affiliation(s)
- Yuefan Chen
- Department of Anesthesiology, Weill Cornell Medicine, 525 East 68th Street, New York, NY 10065, USA
| | - Robert S White
- Department of Anesthesiology, New York-Presbyterian Hospital/Weill Cornell Medicine, 525 East 68th Street, New York, NY 10065, USA
| | - Virginia Tangel
- Center for Perioperative Outcomes, Department of Anesthesiology, Weill Cornell Medicine, 428 East 72nd St, Ste 800A, New York, NY 10021, USA
| | - Selaiman A Noori
- Department of Pain Management, Anesthesiology Institute, Cleveland Clinic, 9500 Euclid Ave, C-25, Cleveland, OH 44195, USA
| | - Licia K Gaber-Baylis
- Center for Perioperative Outcomes, Department of Anesthesiology, Weill Cornell Medicine, 428 East 72nd St, Ste 800A, New York, NY 10021, USA
| | - Neel D Mehta
- Department of Anesthesiology, Weill Cornell Medicine, 525 East 68th Street, New York, NY 10065, USA
| | - Kane O Pryor
- Department of Anesthesiology, Weill Cornell Medicine, 525 East 68th Street, New York, NY 10065, USA
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32
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Cronin RM, Hankins JS, Byrd J, Pernell BM, Kassim A, Adams-Graves P, Thompson A, Kalinyak K, DeBaun M, Treadwell M. Risk factors for hospitalizations and readmissions among individuals with sickle cell disease: results of a U.S. survey study. ACTA ACUST UNITED AC 2018; 24:189-198. [PMID: 30479187 PMCID: PMC6349225 DOI: 10.1080/16078454.2018.1549801] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
OBJECTIVE Hospital admissions are significant events in the care of individuals with sickle cell disease (SCD) due to associated costs and potential for quality of life compromise. METHODS This cross-sectional cohort study evaluated risk factors for admissions and readmissions between October 2014 and March 2016 in adults with SCD (n = 201) and caregivers of children with SCD (n = 330) at six centres across the U.S. Survey items assessed social determinants of health (e.g. educational attainment, difficulty paying bills), depressive symptoms, social support, health literacy, spirituality, missed clinic appointments, and outcomes hospital admissions and 30-day readmissions in the previous year. RESULTS A majority of adults (64%) and almost half of children (reported by caregivers: 43%) were admitted, and fewer readmitted (adults: 28%; children: 9%). The most common reason for hospitalization was uncontrolled pain (admission: adults: 84%, children: 69%; readmissions: adults: 83%, children: 69%). Children were less likely to have admissions/readmissions than adults (Admissions: OR: 0.35, 95% CI: [0.23,0.52]); Readmissions: 0.23 [0.13,0.41]). For all participants, missing appointments were associated with admissions (1.66 [1.07, 2.58]) and readmissions (2.68 [1.28, 6.29]), as were depressive symptoms (admissions: 1.36 [1.16,1.59]; readmissions: 1.24 [1.04, 1.49]). In adults, difficulty paying bills was associated with more admissions, (3.11 [1.47,6.62]) readmissions (3.7 [1.76,7.79]), and higher spirituality was associated with fewer readmissions (0.39 [0.18,0.81]). DISCUSSION Missing appointments was significantly associated with admissions and readmissions. Findings confirm that age, mental health, financial insecurity, spirituality, and clinic attendance are all modifiable factors that are associated with admissions and readmissions; addressing them could reduce hospitalizations.
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Affiliation(s)
- Robert M Cronin
- a Department of Biomedical Informatics , Vanderbilt University Medical Center , Nashville , TN , USA.,b Department of Internal Medicine , Vanderbilt University Medical Center , Nashville , TN , USA.,c Department of Pediatrics , Vanderbilt University Medical Center , Nashville , TN , USA
| | - Jane S Hankins
- d Department of Hematology , St Jude Children's Research Hospital , Memphis , TN , USA
| | - Jeannie Byrd
- e Department of Pediatrics, Division of Hematology/Oncology, Vanderbilt-Meharry Center for Excellence in Sickle Cell Disease , Vanderbilt University Medical Center , Nashville , TN , USA
| | - Brandi M Pernell
- e Department of Pediatrics, Division of Hematology/Oncology, Vanderbilt-Meharry Center for Excellence in Sickle Cell Disease , Vanderbilt University Medical Center , Nashville , TN , USA.,f Department of Pediatrics, Division of Hematology , University of Alabama at Birmingham , Birmingham , AL , USA
| | - Adetola Kassim
- g Department of Hematology/Oncology , Vanderbilt University Medical Center , Nashville , TN , USA
| | - Patricia Adams-Graves
- h Department of General Internal Medicine and Hematology , University of Tennessee Health Science Center , Memphis , TN , USA
| | - Alexis Thompson
- i Department of Pediatrics, Department of Medicine , Northwestern University , Chicago , IL , USA
| | - Karen Kalinyak
- j Division of Hematology in Cancer and Blood Diseases Institute , University of Cincinnati , Cincinnati , OH , USA
| | - Michael DeBaun
- e Department of Pediatrics, Division of Hematology/Oncology, Vanderbilt-Meharry Center for Excellence in Sickle Cell Disease , Vanderbilt University Medical Center , Nashville , TN , USA
| | - Marsha Treadwell
- k Department of Hematology/Oncology , UCSF Benioff Children's Hospital Oakland , Oakland , CA , USA
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33
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Badawy SM, Cronin RM, Hankins J, Crosby L, DeBaun M, Thompson AA, Shah N. Patient-Centered eHealth Interventions for Children, Adolescents, and Adults With Sickle Cell Disease: Systematic Review. J Med Internet Res 2018; 20:e10940. [PMID: 30026178 PMCID: PMC6072976 DOI: 10.2196/10940] [Citation(s) in RCA: 99] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Revised: 06/06/2018] [Accepted: 06/21/2018] [Indexed: 12/18/2022] Open
Abstract
Background Sickle cell disease is an inherited blood disorder that affects over 100,000 Americans. Sickle cell disease–related complications lead to significant morbidity and early death. Evidence supporting the feasibility, acceptability, and efficacy of self-management electronic health (eHealth) interventions in chronic diseases is growing; however, the evidence is unclear in sickle cell disease. Objective We systematically evaluated the most recent evidence in the literature to (1) review the different types of technological tools used for self-management of sickle cell disease, (2) discover and describe what self-management activities these tools were used for, and (3) assess the efficacy of these technologies in self-management. Methods We reviewed literature published between 1995 and 2016 with no language limits. We searched MEDLINE, EMBASE, CINAHL, PsycINFO, and other sources. We followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Two independent reviewers screened titles and abstracts, assessed full-text articles, and extracted data from articles that met inclusion criteria. Eligible studies were original research articles that included texting, mobile phone–based apps, or other eHealth interventions designed to improve self-management in pediatric and adult patients with sickle cell disease. Results Of 1680 citations, 16 articles met all predefined criteria with a total of 747 study participants. Interventions were text messaging (4/16, 25%), native mobile apps (3/16, 19%), Web-based apps (5/16, 31%), mobile directly observed therapy (2/16, 13%), internet-delivered cognitive behavioral therapy (2/16, 13%), electronic pill bottle (1/16, 6%), or interactive gamification (2/16, 13%). Interventions targeted monitoring or improvement of medication adherence (5/16, 31%); self-management, pain reporting, and symptom reporting (7/16, 44%); stress, coping, sleep, and daily activities reporting (4/16, 25%); cognitive training for memory (1/16, 6%); sickle cell disease and reproductive health knowledge (5/16, 31%); cognitive behavioral therapy (2/16, 13%); and guided relaxation interventions (1/16, 6%). Most studies (11/16, 69%) included older children or adolescents (mean or median age 10-17 years; 11/16, 69%) and 5 included young adults (≥18 years old) (5/16, 31%). Sample size ranged from 11 to 236, with a median of 21 per study: <20 in 6 (38%), ≥20 to <50 in 6 (38%), and >50 participants in 4 studies (25%). Most reported improvement in self-management–related outcomes (15/16, 94%), as well as high satisfaction and acceptability of different study interventions (10/16, 63%). Conclusions Our systematic review identified eHealth interventions measuring a variety of outcomes, which showed improvement in multiple components of self-management of sickle cell disease. Despite the promising feasibility and acceptability of eHealth interventions in improving self-management of sickle cell disease, the evidence overall is modest. Future eHealth intervention studies are needed to evaluate their efficacy, effectiveness, and cost effectiveness in promoting self-management in patients with sickle cell disease using rigorous methods and theoretical frameworks with clearly defined clinical outcomes.
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Affiliation(s)
- Sherif M Badawy
- Division of Hematology, Oncology and Stem Cell Transplant, Ann & Robert H Lurie Children's Hospital of Chicago, Chicago, IL, United States.,Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.,Department of Pediatrics, Division of Hematology and Oncology, Faculty of Medicine, Zagazig University, Zagazig, Egypt
| | - Robert M Cronin
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, United States.,Department of Internal Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Jane Hankins
- Department of Hematology, St Jude Children's Research Hospital, Memphis, TN, United States
| | - Lori Crosby
- Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States.,Department of Psychology, University of Cincinnati, Cincinnati, OH, United States
| | - Michael DeBaun
- Division of Hematology and Oncology, Department of Pediatrics, Vanderbilt-Meharry Center for Excellence in Sickle Cell Disease, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Alexis A Thompson
- Division of Hematology, Oncology and Stem Cell Transplant, Ann & Robert H Lurie Children's Hospital of Chicago, Chicago, IL, United States.,Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Nirmish Shah
- Division of Hematology, Duke University School of Medicine, Durham, NC, United States
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Adapting medical guidelines to be patient-centered using a patient-driven process for individuals with sickle cell disease and their caregivers. BMC HEMATOLOGY 2018; 18:12. [PMID: 29977566 PMCID: PMC5994026 DOI: 10.1186/s12878-018-0106-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/18/2017] [Accepted: 05/30/2018] [Indexed: 12/19/2022]
Abstract
Background Evidence-based guidelines for sickle cell disease (SCD) health maintenance and management have been developed for primary health care providers, but not for individuals with SCD. To improve the quality of care delivered to individuals with SCD and their caregivers, the main purposes of this study were to: (1) understand the desire for patient-centered guidelines among the SCD community; and (2) adapt guideline material to be patient-centered using community-engagement strategies involving health care providers, community -based organizations, and individuals with the disease. Methods From May–December 2016, a volunteer sample of 107 individuals with SCD and their caregivers gave feedback at community forums (n = 64) and community listening sessions (n = 43) about technology use for health information and desire for SCD-related guidelines. A team of community research partners consisting of community stakeholders, individuals living with SCD, and providers and researchers (experts) in SCD at nine institutions adapted guidelines to be patient-centered based on the following criteria: (1) understandable, (2) actionable, and (3) useful. Results In community forums (n = 64), almost all participants (91%) wanted direct access to the content of the guidelines. Participants wanted guidelines in more than one format including paper (73%) and mobile devices (79%). Guidelines were adapted to be patient-centered. After multiple iterations of feedback, 100% of participants said the guidelines were understandable, most (88%) said they were actionable, and everyone (100%) would use these adapted guidelines to discuss their medical care with their health care providers. Conclusions Individuals with SCD and their caregivers want access to guidelines through multiple channels, including technology. Guidelines written for health care providers can be adapted to be patient-centered using Community-engaged research involving providers and patients. These patient-centered guidelines provide a framework for patients to discuss their medical care with their health care providers. Electronic supplementary material The online version of this article (10.1186/s12878-018-0106-3) contains supplementary material, which is available to authorized users.
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Cronin RM, Hankins JS, Byrd J, Pernell BM, Kassim A, Adams-Graves P, Thompson AA, Kalinyak K, DeBaun MR, Treadwell M. Modifying factors of the health belief model associated with missed clinic appointments among individuals with sickle cell disease. ACTA ACUST UNITED AC 2018; 23:683-691. [PMID: 29595096 DOI: 10.1080/10245332.2018.1457200] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
OBJECTIVES Outpatient care is critical in the management of chronic diseases, including sickle cell disease (SCD). Risk factors for poor adherence with clinic appointments in SCD are poorly defined. This exploratory study evaluated associations between modifying variables from the Health Belief Model and missed appointments. METHODS We surveyed adults with SCD (n = 211) and caregivers of children with SCD (n = 331) between October 2014 and March 2016 in six centres across the U.S. The survey tool utilized the framework of the Health Belief Model, and included: social determinants, psychosocial variables, social support, health literacy and spirituality. RESULTS A majority of adults (87%) and caregivers of children (65%) reported they missed a clinic appointment. Children (as reported by caregivers) were less likely to miss appointments than adults (OR:0.22; 95% CI:(0.13,0.39)). In adults, financial insecurity (OR:4.49; 95% CI:(1.20, 20.7)), health literacy (OR:4.64; 95% CI:(1.33, 16.15)), and age (OR:0.95; 95% CI:(0.91,0.99)) were significantly associated with missed appointments. In all participants, lower spirituality was associated with missed appointments (OR:1.83; 95%CI:(1.13, 2.94)). The most common reason for missing an appointment was forgetfulness (adults: 31%, children: 26%). A majority thought reminders would help (adults: 83%, children: 71%) using phone calls (adults: 62%, children: 61%) or text messages (adults: 56%, children: 51%). CONCLUSIONS Our findings demonstrate that modifying components of the Health Belief Model, including age, financial security, health literacy, spirituality, and lacking cues to action like reminders, are important in missed appointments and addressing these factors could improve appointment-keeping for adults and children with SCD.
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Affiliation(s)
- Robert M Cronin
- a Department of Biomedical Informatics , Vanderbilt University Medical Center , Nashville , TN , USA.,b Department of Internal Medicine , Vanderbilt University Medical Center , Nashville , TN , USA.,c Department of Pediatrics , Vanderbilt University Medical Center , Nashville , TN , USA
| | - Jane S Hankins
- d Department of Hematology , St Jude Children's Research Hospital , Memphis , TN , USA
| | - Jeannie Byrd
- e Department of Pediatrics, Division of Hematology/Oncology, Vanderbilt-Meharry Center for Excellence in Sickle Cell Disease , Vanderbilt University Medical Center , Nashville , TN , USA
| | - Brandi M Pernell
- e Department of Pediatrics, Division of Hematology/Oncology, Vanderbilt-Meharry Center for Excellence in Sickle Cell Disease , Vanderbilt University Medical Center , Nashville , TN , USA.,f Department of Pediatrics, Division of Hematology , University of Alabama at Birmingham , Birmingham , AL , USA
| | - Adetola Kassim
- g Department of Hematology/Oncology , Vanderbilt University Medical Center , Nashville , TN , USA
| | - Patricia Adams-Graves
- h Department of General Internal Medicine , University of Tennessee Health Science Center , Memphis , TN , USA
| | - Alexis A Thompson
- i Ann and Robert H. Lurie Children's Hospital of Chicago, Department of Pediatrics , Northwestern University , Chicago , IL , USA
| | - Karen Kalinyak
- j Division of Hematology in Cancer and Blood Diseases Institute , University of Cincinnati , Cincinnati , OH , USA
| | - Michael R DeBaun
- e Department of Pediatrics, Division of Hematology/Oncology, Vanderbilt-Meharry Center for Excellence in Sickle Cell Disease , Vanderbilt University Medical Center , Nashville , TN , USA
| | - Marsha Treadwell
- k Department of Hematology/Oncology , UCSF Benioff Children's Hospital Oakland , Oakland , CA , USA
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Glassberg JA. Improving Emergency Department-Based Care of Sickle Cell Pain. HEMATOLOGY. AMERICAN SOCIETY OF HEMATOLOGY. EDUCATION PROGRAM 2017; 2017:412-417. [PMID: 29222286 PMCID: PMC6142537 DOI: 10.1182/asheducation-2017.1.412] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
Pain is the leading cause of emergency department (ED) visits for individuals living with sickle cell disease (SCD). The care that is delivered in the ED is often cited by patients with SCD as the area of health care in greatest need of improvement. In 2014, the National Heart, Lung, and Blood Institute released guidelines for the care of SCD, including recommendations for the management of acute sickle cell pain in the ED. These guidelines provide a framework to understand the elements of ideal emergency sickle cell pain care; however, they do not provide guidance on barriers and facilitators to achieving these ideals in the complex system of the ED. Presented in this article are 4 tenets of implementing guideline-adherent emergency sickle cell care gleaned from the available literature and continuous quality improvement efforts at our institution. These include: (1) strategies to reduce negative provider attitudes toward patients with SCD; (2) strategies to reduce time-to-first-dose of analgesic medication; (3) strategies to improve ED pain care beyond the first dose of medication; and (4) strategies to improve ED patient safety. Application of the principles discussed within can improve patient and provider satisfaction, quality, and safety.
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Affiliation(s)
- Jeffrey A Glassberg
- Icahn School of Medicine at Mount Sinai, Departments of Emergency Medicine, Hematology and Medical Oncology, New York, NY
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Ansari J, Moufarrej YE, Pawlinski R, Gavins FNE. Sickle cell disease: a malady beyond a hemoglobin defect in cerebrovascular disease. Expert Rev Hematol 2017; 11:45-55. [PMID: 29207881 DOI: 10.1080/17474086.2018.1407240] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
INTRODUCTION Sickle cell disease (SCD) is a devastating monogenic disorder that presents as a multisystem illness and affects approximately 100,000 individuals in the United States alone. SCD management largely focuses on primary prevention, symptomatic treatment and targeting of hemoglobin polymerization and red blood cell sickling. Areas covered: This review will discuss the progress of SCD over the last few decades, highlighting some of the clinical (mainly cerebrovascular) and psychosocial challenges of SCD in the United States. In addition, focus will also be made on the evolving science and management of this inherited disease. Expert commentary: Until recently hydroxyurea (HU) has been the only FDA approved therapy for SCD. However, advancing understanding of SCD pathophysiology has led to multiple clinical trials targeting SCD related thrombo-inflammation, abnormal endothelial biology, increased oxidant stress and sickle cell mutation. Yet, despite advancing understanding, available therapies are limited. SCD also imposes great psychosocial challenges for the individual and the affected community, which has previously been under-recognized. This has created a pressing need for complementary adjuvant therapies with repurposed and novel drugs, in addition to the establishment of comprehensive clinics focusing on both the medical treatment and the psychosocial issues associated with SCD.
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Affiliation(s)
- Junaid Ansari
- a Department of Molecular and Cellular Physiology , Louisiana State University Health Sciences Center - Shreveport , Shreveport , LA , USA
| | - Youmna E Moufarrej
- b Louisiana State University School of Medicine - Shreveport , Shreveport , LA , USA
| | - Rafal Pawlinski
- c Department of Medicine , University of North Carolina , Chapel Hill , NC , USA
| | - Felicity N E Gavins
- a Department of Molecular and Cellular Physiology , Louisiana State University Health Sciences Center - Shreveport , Shreveport , LA , USA
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Perry EL, Carter PA, Becker HA, Garcia AA, Mackert M, Johnson KE. Health Literacy in Adolescents With Sickle Cell Disease. J Pediatr Nurs 2017; 36:191-196. [PMID: 28888502 DOI: 10.1016/j.pedn.2017.05.012] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2016] [Revised: 05/05/2017] [Accepted: 05/31/2017] [Indexed: 11/30/2022]
Abstract
PURPOSE To evaluate health literacy in a cohort of 75 adolescents with sickle cell disease (SCD). DESIGN AND METHODS This cross-sectional, descriptive correlational study included assessment of demographic measures and appraisal of data resulting from completion of the REALM-Teen and Newest Vital Sign (NVS) instruments by 75 Black, non-Hispanic adolescents with SCD. Convenience sampling was utilized. Inclusion criteria were a diagnosis of one of the four primary genotypes of SCD and age 10-19years. RESULTS Thirty-seven males and 38 females were recruited for the study. Their mean age was 14.7years (SD=2.2; range 8.1). Their grade level ranged from 4 to 12 (mean 8.7; SD=2.2). Scores on the REALM-Teen ranged from 12 to 66 (mean 53.7; SD=12.8). Scores on the NVS ranged from 0 to 6 (mean 2.37; SD=1.33). These health literacy scores were lower using both the REALM-Teen and the NVS instruments when compared to scores in all healthy adolescents and adults. Current grade level and health literacy scores showed a moderately high positive correlation (r=0.52, p<0.01). Health literacy scores were also significantly positively correlated with age (r=0.49, p<0.01) and income (r=0.37, p<0.01). CONCLUSIONS Health literacy in adolescents with SCD is suboptimal. Future research should include identifying facilitators and barriers to health literacy levels in a larger cohort of adolescents with SCD. PRACTICE IMPLICATIONS Health literacy is a potential facilitator of successful health outcomes for all adolescents. This study lays a solid foundation for future adolescent health literacy initiatives.
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Affiliation(s)
- Elizabeth L Perry
- The University of Texas at Austin, School of Nursing, Austin, TX USA; Baylor University, Louise Herrington School of Nursing, 3700 Worth Street, Dallas, TX USA.
| | - Patricia A Carter
- The University of Texas at Austin, School of Nursing, Austin, TX USA.
| | - Heather A Becker
- The University of Texas at Austin, School of Nursing, Austin, TX USA.
| | | | - Michael Mackert
- The University of Texas at Austin, Stan Richards School of Advertising and Public Relations, Austin, TX USA.
| | - Karen E Johnson
- The University of Texas at Austin, School of Nursing, Austin, TX USA.
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Han J, Zhou J, Saraf SL, Gordeuk VR, Calip GS. Characterization of opioid use in sickle cell disease. Pharmacoepidemiol Drug Saf 2017; 27:479-486. [PMID: 28815799 DOI: 10.1002/pds.4291] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2017] [Revised: 07/11/2017] [Accepted: 07/21/2017] [Indexed: 12/27/2022]
Abstract
PURPOSE Opioid analgesics are commonly used to treat vaso-occlusive pain episodes in sickle cell disease (SCD), but comprehensive evidence characterizing opioid use in this patient population is limited. Our objective was to characterize opioid use patterns among SCD patients using a large nationwide database. METHODS A large, US medical claims database was utilized to identify a cohort of 3882 SCD patients, and characteristics of opioid use were analyzed. Clinical variables including age, gender, medication use, health care utilization, and medical history were evaluated for correlations with opioid use. RESULTS Forty percent of patients took opioid medications during a 12-month span, and the prevalence of any opioid use was highest for 20 to 29-year-old patients (58%). The median daily opioid dose was 1.85 mg (interquartile range: 0.62-10.68 mg) oral morphine equivalents (OME). While most opioid users took between 0 and 5 mg OME daily, 3% of pediatric patients and 23% of adult patients used more than 30-mg OME daily. High-dose opioid use was associated with older age, hydroxyurea therapy, nonsteroidal anti-inflammatory drug (NSAID) use, and frequent inpatient hospitalizations. In multivariable-adjusted analyses, patients with vaso-occlusive complications such as pain crisis (OR = 3.8, 95% CI 2.7-5.3) and avascular necrosis (AVN) (OR = 3.7, 95% CI 2.7-5.1) were associated with high-dose opioid use. CONCLUSIONS Our study showed that only 40% SCD patients were on opioid analgesics during a 12-month span. However, a non-trivial number of patients used a much higher dose of opioids despite a relatively low average daily opioid dose among SCD patients, particularly with vaso-occlusive complications.
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Affiliation(s)
- Jin Han
- Department of Pharmacy Practice, College of Pharmacy, University of Illinois at Chicago, Chicago, IL, USA.,Center for Pharmacoepidemiology and Pharmacoeconomic Research, University of Illinois at Chicago, Chicago, IL, USA.,Comprehensive Sickle Cell Center, Section of Hematology/Oncology, Department of Medicine, University of Illinois at Chicago, Chicago, IL, USA
| | - Jifang Zhou
- Center for Pharmacoepidemiology and Pharmacoeconomic Research, University of Illinois at Chicago, Chicago, IL, USA
| | - Santosh L Saraf
- Comprehensive Sickle Cell Center, Section of Hematology/Oncology, Department of Medicine, University of Illinois at Chicago, Chicago, IL, USA
| | - Victor R Gordeuk
- Comprehensive Sickle Cell Center, Section of Hematology/Oncology, Department of Medicine, University of Illinois at Chicago, Chicago, IL, USA
| | - Gregory S Calip
- Center for Pharmacoepidemiology and Pharmacoeconomic Research, University of Illinois at Chicago, Chicago, IL, USA.,Division of Public Health Sciences, Epidemiology Program, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
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Abstract
BACKGROUND Information on diabetes-related excess medical expenditures for youth is important to understand the magnitude of financial burden and to plan the health care resources needed for managing diabetes. However, diabetes-related excess medical expenditures for youth covered by Medicaid program have not been investigated recently. OBJECTIVE To estimate excess diabetes-related medical expenditures among youth aged below 20 years enrolled in Medicaid programs in the United States. METHODS We analyzed data from 2008 to 2012 MarketScan multistate Medicaid database for 6502 youths with diagnosed diabetes and 6502 propensity score matched youths without diabetes, enrolled in fee-for-service payment plans. We stratified analysis by Medicaid eligibility criteria (poverty or disability). We used 2-part regression models to estimate diabetes-related excess medical expenditures, adjusted for age, sex, race/ethnicity, year of claims, depression status, asthma status, and interaction terms. RESULTS For poverty-based Medicaid enrollees, estimated annual diabetes-related total medical expenditure was $9046 per person [$3681 (no diabetes) vs. $12,727 (diabetes); P<0001], of which 41.7%, 34.0%, and 24.3% were accounted for by prescription drugs, outpatient, and inpatient care, respectively. For disability-based Medicaid enrollees, the estimated annual diabetes-related total medical expenditure was $9944 per person ($14,149 vs. $24,093; P<0001), of which 41.5% was accounted for by prescription drugs, 31.3% by inpatient, and 27.3% by outpatient care. CONCLUSIONS The per capita annual diabetes-related medical expenditures in youth covered by publicly financed Medicaid programs are substantial, which is larger among those with disabilities than without disabilities. Identifying cost-effective ways of managing diabetes in this vulnerable segment of the youth population is needed.
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Paulukonis ST, Feuchtbaum LB, Coates TD, Neumayr LD, Treadwell MJ, Vichinsky EP, Hulihan MM. Emergency department utilization by Californians with sickle cell disease, 2005-2014. Pediatr Blood Cancer 2017; 64:10.1002/pbc.26390. [PMID: 28000344 PMCID: PMC5403550 DOI: 10.1002/pbc.26390] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2016] [Revised: 10/14/2016] [Accepted: 10/31/2016] [Indexed: 11/07/2022]
Abstract
BACKGROUND Clinical care for children and adults living with sickle cell disease (SCD) is often provided in the emergency department (ED). Population-based surveillance data can be used to describe the ED utilization patterns of this patient population. PROCEDURE A cohort of pediatric and adult California patients with SCD was identified from multiple data sources, and 10 years (2005-2014) of their treat-and-release ED utilization data were analyzed. RESULTS Among a cohort of 4,636 patients with SCD, 4,100 (88%) had one or more treat-and-release ED visits. There were 2.1 mean annual visits per person for the cohort (median 0.7; range 0-185). In a single year (2005), 53% had 0 treat-and-release ED visits, 35% had 1-3 visits, 9% had 4-10 visits, and 3% had 11 or more visits; this highest utilization group accounted for 45% of all patients' ED visits. ED utilization in this cohort was highest among young adults and also higher among older adults than pediatric patients. CONCLUSION The majority of identified patients in each of the 10 years did not go to the ED, but nearly all had one or more such visits over the full span of time. This study highlights the power and utility of a multisource longitudinal data collection effort for SCD. Further study of the segment of the population with highest ED utilization may highlight areas where changes in healthcare and health policy could improve and extend the lives of patients with SCD.
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Affiliation(s)
- Susan T. Paulukonis
- California Rare Disease Surveillance Program, Public Health Institute, Richmond, California
| | - Lisa B. Feuchtbaum
- Genetic Disease Screening Program, California Department of Public Health, Richmond, California
| | - Thomas D. Coates
- Children’s Center for Cancer and Blood Diseases, Children’s Hospital of Los Angeles, Los Angeles, California
| | - Lynne D. Neumayr
- Division of Hematology/Oncology, University of California San Francisco Benioff Children’s Hospital Oakland, Oakland, California
| | - Marsha J. Treadwell
- Division of Hematology/Oncology, University of California San Francisco Benioff Children’s Hospital Oakland, Oakland, California
| | - Elliott P. Vichinsky
- Division of Hematology/Oncology, University of California San Francisco Benioff Children’s Hospital Oakland, Oakland, California
| | - Mary M. Hulihan
- Division of Blood Disorders, Centers for Disease Control and Prevention, Atlanta, Georgia
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Hsu LL, Green NS, Donnell Ivy E, Neunert CE, Smaldone A, Johnson S, Castillo S, Castillo A, Thompson T, Hampton K, Strouse JJ, Stewart R, Hughes T, Banks S, Smith-Whitley K, King A, Brown M, Ohene-Frempong K, Smith WR, Martin M. Community Health Workers as Support for Sickle Cell Care. Am J Prev Med 2016; 51:S87-98. [PMID: 27320471 PMCID: PMC4918511 DOI: 10.1016/j.amepre.2016.01.016] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2015] [Revised: 01/07/2016] [Accepted: 01/07/2016] [Indexed: 11/25/2022]
Abstract
Community health workers are increasingly recognized as useful for improving health care and health outcomes for a variety of chronic conditions. Community health workers can provide social support, navigation of health systems and resources, and lay counseling. Social and cultural alignment of community health workers with the population they serve is an important aspect of community health worker intervention. Although community health worker interventions have been shown to improve patient-centered outcomes in underserved communities, these interventions have not been evaluated with sickle cell disease. Evidence from other disease areas suggests that community health worker intervention also would be effective for these patients. Sickle cell disease is complex, with a range of barriers to multifaceted care needs at the individual, family/friend, clinical organization, and community levels. Care delivery is complicated by disparities in health care: access, delivery, services, and cultural mismatches between providers and families. Current practices inadequately address or provide incomplete control of symptoms, especially pain, resulting in decreased quality of life and high medical expense. The authors propose that care and care outcomes for people with sickle cell disease could be improved through community health worker case management, social support, and health system navigation. This paper outlines implementation strategies in current use to test community health workers for sickle cell disease management in a variety of settings. National medical and advocacy efforts to develop the community health workforce for sickle cell disease management may enhance the progress and development of "best practices" for this area of community-based care.
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Affiliation(s)
- Lewis L Hsu
- Department of Pediatrics, University of Illinois, Chicago, Illinois
| | - Nancy S Green
- Department of Pediatrics, Columbia University, New York, New York.
| | - E Donnell Ivy
- Health Resources and Services Administration, Rockville, Maryland
| | - Cindy E Neunert
- Department of Pediatrics, Columbia University, New York, New York
| | - Arlene Smaldone
- Department of Pediatrics, Columbia University, New York, New York
| | - Shirley Johnson
- Department of Medicine, Virginia Commonwealth University, Richmond, Virginia
| | - Sheila Castillo
- Department of Pediatrics, University of Illinois, Chicago, Illinois
| | - Amparo Castillo
- Department of Pediatrics, University of Illinois, Chicago, Illinois
| | - Trevor Thompson
- Sickle Cell Disease Foundation of Tennessee, Memphis, Tennessee
| | - Kisha Hampton
- Indiana Hemophilia and Thrombosis Center, Indianapolis, Indiana
| | - John J Strouse
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Rosalyn Stewart
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - TaLana Hughes
- Sickle Cell Disease Association of Illinois, Chicago, Illinois
| | - Sonja Banks
- Sickle Cell Disease Association of America, Baltimore, Maryland
| | - Kim Smith-Whitley
- Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Allison King
- Department of Pediatrics, Washington University, St. Louis, Missouri
| | - Mary Brown
- Sickle Cell Disease Foundation of California, Los Angeles, California
| | - Kwaku Ohene-Frempong
- Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Wally R Smith
- Department of Medicine, Virginia Commonwealth University, Richmond, Virginia
| | - Molly Martin
- Department of Pediatrics, University of Illinois, Chicago, Illinois
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Rattler TL, Walder AM, Feng H, Raphael JL. Care Coordination for Children With Sickle Cell Disease: A Longitudinal Study of Parent Perspectives and Acute Care Utilization. Am J Prev Med 2016; 51:S55-61. [PMID: 27320467 PMCID: PMC4916339 DOI: 10.1016/j.amepre.2016.01.023] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2015] [Revised: 01/13/2016] [Accepted: 01/27/2016] [Indexed: 12/25/2022]
Abstract
INTRODUCTION Care coordination (CC), a core element of the medical home, has the potential to reduce fragmented care and improve patient experience for children with sickle cell disease (SCD). This study aimed to (1) assess CC for pediatric SCD and (2) determine its association with acute care utilization-emergency department encounters and hospitalizations. It was hypothesized that CC would reduce acute care utilization. METHODS A longitudinal study of 101 children with SCD was conducted. Parents completed a survey instrument on enrollment. Utilization chart review was conducted 9 months post survey. Outcome variables were emergency department encounters and hospitalizations. Independent variables were parent-reported CC, satisfaction with communication between healthcare providers, and satisfaction with communication between healthcare providers and non-medical providers (e.g., schools, child care centers). Multivariate negative binomial regression was conducted to assess associations between CC and acute care utilization. Data were collected in 2011-2013 and analyzed in 2015. RESULTS One third of children had emergency department encounters and 30% had hospitalizations. At enrollment, 25% of parents reported receiving CC help and 20% reported need for extra CC. Most parents were satisfied with communication between physicians but only two thirds were satisfied with communication between their healthcare providers and non-medical providers. No significant associations were found between CC measures and acute care utilization. CONCLUSIONS Although parents report multiple CC deficiencies, no associations were found between CC and acute care utilization. Population-based studies are warranted to more definitively determine the association between CC and acute care utilization for children with SCD.
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Affiliation(s)
- Tiffany L Rattler
- Department of Pediatrics, Baylor College of Medicine, Houston, Texas;.
| | - Annette M Walder
- Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Hua Feng
- Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Jean L Raphael
- Department of Pediatrics, Baylor College of Medicine, Houston, Texas
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Olatunya OS, Ogundare EO, Fadare JO, Oluwayemi IO, Agaja OT, Adeyefa BS, Aderiye O. The financial burden of sickle cell disease on households in Ekiti, Southwest Nigeria. CLINICOECONOMICS AND OUTCOMES RESEARCH 2015; 7:545-53. [PMID: 26622186 PMCID: PMC4639479 DOI: 10.2147/ceor.s86599] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Background Studies on economic impact of sickle cell disease (SCD) are scanty despite its being common among children in developing countries who are mostly Africans. Objective To determine the financial burden of SCD on households in Ado Ekiti, Southwest Nigeria. Methods A longitudinal and descriptive study of household expenditures on care of 111 children with SCD managed at the pediatric hematology unit of the Ekiti State University Teaching Hospital was conducted between January and December 2014. Results There were 64 male and 47 female children involved, aged between 15 and 180 months. They were from 111 households, out of which only eight (7.2%) were enrolled under the National Health Insurance Scheme. The number of admissions and outpatients’ consultations ranged from 1 to 5 and 1 to 10 per child, respectively. Malaria, vaso-occlusive crisis, and severe anemia were the leading comorbidities. The monthly household income ranged between ₦12,500 and ₦330,000 (US$76 and US$2,000) with a median of ₦55,000 (US$333), and health expenditure ranged between ₦2,500 and ₦215,000 (US$15 and US$1,303) with a mean of ₦39,554±35,479 (US$240±215). Parents of 63 children lost between 1 and 48 working days due to their children’s ill health. Parents of 23 children took loans ranging between ₦6,500 and ₦150,000 (US$39 and US$909) to offset hospital bills. The percentage of family income spent as health expenditure on each child ranged from 0.38 to 34.4. Catastrophic health expenditure (when the health expenditure >10% of family income) occurred in 23 (20.7%) households. Parents who took loan to offset hospital bills, low social class, and patients who took ill during the study period significantly had higher odds for catastrophic health expenditure (95% confidence interval [CI] 5.399–87.176, P=0.000; 95% CI 2.322–47.310, P=0.002; and 95% CI 1.128–29.694, P=0.035, respectively). Conclusion SCD poses enormous financial burden on parents and households.
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Affiliation(s)
- Oladele Simeon Olatunya
- Department of Paediatrics, Ekiti State University, Ado Ekiti, Nigeria ; Department of Paediatrics, Ekiti State University Teaching Hospital, Ado Ekiti, Nigeria
| | - Ezra Olatunde Ogundare
- Department of Paediatrics, Ekiti State University, Ado Ekiti, Nigeria ; Department of Paediatrics, Ekiti State University Teaching Hospital, Ado Ekiti, Nigeria
| | | | - Isaac Oludare Oluwayemi
- Department of Paediatrics, Ekiti State University, Ado Ekiti, Nigeria ; Department of Paediatrics, Ekiti State University Teaching Hospital, Ado Ekiti, Nigeria
| | | | | | - Odunayo Aderiye
- Department of Paediatrics, Ekiti State University Teaching Hospital, Ado Ekiti, Nigeria
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Kavanagh PL, Sprinz PG, Wolfgang TL, Killius K, Champigny M, Sobota A, Dorfman D, Barry K, Miner R, Moses JM. Improving the Management of Vaso-Occlusive Episodes in the Pediatric Emergency Department. Pediatrics 2015; 136:e1016-25. [PMID: 26391933 DOI: 10.1542/peds.2014-3470] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/14/2015] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVES Vaso-occlusive episodes (VOEs) account for the majority of emergency department (ED) visits for children with sickle cell disease (SCD). We hypothesized that addressing key barriers to VOE care would improve receipt of analgesics and outcomes. METHODS A quality improvement (QI) initiative was conducted from September 2010 to April 2014 to streamline VOE care in an urban pediatric ED. Four interventions were used: a standardized time-specific VOE protocol; intranasal fentanyl as the first parenteral pain medication; an SCD pain medication calculator; and provider and patient/family education. Data were collected for 3 outcome measures (mean time from triage to first parenteral opioid and admission/discharge decision, and proportion discharged from the ED); 1 process measure (mean time from triage to initiation of patient-controlled analgesia); and 4 balancing measures (mean time from triage to second intravenous opioid dose, 24-hour ED readmission, respiratory depression, and length of stay). RESULTS There were 289 ED visits in the study period. Improvements were seen in mean time to: first dose of parenteral opioid (56 to 23 minutes); second opiate intravenous dose (106 to 83 minutes); admission and discharge decisions (163 to 109 minutes and 271 to 178 minutes, respectively); and initiation of patient-controlled analgesia (216 to 141 minutes). The proportion discharged from the ED increased from 32% to 48% (χ(2) = 6.5402, P = .01). No increase in 24-hour readmission, respiratory depression, or inpatient length of stay was observed. CONCLUSIONS Using VOE-specific interventions, we significantly improved VOE care for children. Studies are needed to determine if these results can be replicated.
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Affiliation(s)
- Patricia L Kavanagh
- Department of Pediatrics, Boston University School of Medicine/Boston Medical Center, Boston, Massachusetts; and
| | - Philippa G Sprinz
- Department of Pediatrics, Boston University School of Medicine/Boston Medical Center, Boston, Massachusetts; and
| | - Tahlia L Wolfgang
- Department of Pediatrics, Boston University School of Medicine/Boston Medical Center, Boston, Massachusetts; and
| | | | | | - Amy Sobota
- Department of Pediatrics, Boston University School of Medicine/Boston Medical Center, Boston, Massachusetts; and
| | - David Dorfman
- Department of Pediatrics, Boston University School of Medicine/Boston Medical Center, Boston, Massachusetts; and
| | - Karan Barry
- Nursing, Boston Medical Center, Boston, Massachusetts
| | - Renee Miner
- Nursing, Boston Medical Center, Boston, Massachusetts
| | - James M Moses
- Department of Pediatrics, Boston University School of Medicine/Boston Medical Center, Boston, Massachusetts; and
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Arnold SD, Jin Z, Sands S, Bhatia M, Kung AL, Satwani P. Allogeneic Hematopoietic Cell Transplantation for Children with Sickle Cell Disease Is Beneficial and Cost-Effective: A Single-Center Analysis. Biol Blood Marrow Transplant 2015; 21:1258-65. [PMID: 25615608 PMCID: PMC5605133 DOI: 10.1016/j.bbmt.2015.01.010] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2014] [Accepted: 01/12/2015] [Indexed: 01/30/2023]
Abstract
Limited data exist regarding health care utilization (HCU) in patients receiving allogeneic hematopoietic cell transplantation (alloHCT) for sickle cell disease. Financial data from 2002 to 2011 were analyzed for 26 alloHCT patients and 48 control subjects (referred but without alloHCT). HCU of alloHCT was determined over 3 time periods: pre-alloHCT, during alloHCT (day 0 to day +365), and post-alloHCT. The median total cost per patient during the alloHCT year was $413,000 inpatient and $18,000 outpatient. Post-alloHCT HCU decreased when compared with pre-alloHCT and control subjects. The median cost of post-alloHCT outpatient visits per patient was significantly less when compared with pre-alloHCT (P = .044). The median cost of post-alloHCT inpatient visits per patient approached significance when compared with those pre-alloHCT (P = .079). Sixteen post-alloHCT patients, 19 control subjects, and 14 unaffected siblings were surveyed using Pediatric Quality of Life Inventory and EuroQOL questionnaires; however, the questionnaire scores across all 3 patient groups were not statistically significant (P = .2638). When adjusted for health-related quality of life, the analysis suggested alloHCT has a positive impact on health-related quality of life over control subjects. These pilot data support our hypothesis that alloHCT in children with sickle cell disease reduces HCU compared with control subjects without alloHCT.
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Affiliation(s)
- Staci D Arnold
- Department of Pediatrics, Columbia University Medical Center, New York, New York.
| | - Zhezhen Jin
- Mailman School of Public Health, Columbia University Medical Center, New York, New York
| | - Stephen Sands
- Department of Pediatrics, Columbia University Medical Center, New York, New York
| | - Monica Bhatia
- Department of Pediatrics, Columbia University Medical Center, New York, New York
| | - Andrew L Kung
- Department of Pediatrics, Columbia University Medical Center, New York, New York
| | - Prakash Satwani
- Department of Pediatrics, Columbia University Medical Center, New York, New York
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Eisenbrown K, Nimmer M, Brousseau DC. The accuracy of using ICD-9-CM codes to determine genotype and fever status of patients with sickle cell disease. Pediatr Blood Cancer 2015; 62:924-5. [PMID: 25683555 DOI: 10.1002/pbc.25432] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2014] [Accepted: 12/23/2014] [Indexed: 11/07/2022]
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Raphael JL, Rattler TL, Kowalkowski MA, Brousseau DC, Mueller BU, Giordano TP. Association of Care in a Medical Home and Health Care Utilization Among Children with Sickle Cell Disease. J Natl Med Assoc 2015. [DOI: 10.1016/s0027-9684(15)30008-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Adegoke SA, Abioye-Kuteyi EA, Orji EO. The rate and cost of hospitalisation in children with sickle cell anaemia and its implications in a developing economy. Afr Health Sci 2014; 14:475-80. [PMID: 25320601 DOI: 10.4314/ahs.v14i2.27] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND There is paucity of data on the cost and rate of hospitalization in children with sickle cell anaemia (SCA) in most developing nations. OBJECTIVE To estimate the rate and cost of hospitalization in children with SCA in Nigeria and evaluate the economic burdens on their families. METHODS The number and duration of hospitalizations; estimated aggregate family's monthly income, cost of care and percentage of the mean annual income spent on hospitalization for each respondent were obtained using a structured questionnaire. RESULTS The mean age of the 73 children was 61.1(44.3) months; M:F was 1:1.6. They had 183 admissions (average of 2.5(1.9) admissions per child per year). The mean family monthly income was $250.37, while the average cost of care per hospitalization per subject was $132.67. The total cost of care during the year was $24,278.37. About one-third of the caregivers spent at least 10% of their estimated annual income as total cost of hospitalization. CONCLUSION The rate and the cost of hospitalization for children with SCA and the percentage of income spent on hospitalization were too high in our environment. Government should strengthen the National Health Insurance Scheme and subsidise the cost of care to these children.
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Affiliation(s)
- Samuel A Adegoke
- Department of Paediatrics and Child Health, Obafemi Awolowo University, Ile-Ife, Nigeria
| | | | - Ernest O Orji
- Department of Obstetrics and Gynaecology, Obafemi Awolowo University, Ile-Ife, Nigeria
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50
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Acute care utilization for inherited metabolic diseases among children identified through newborn screening in New York state. Genet Med 2014; 16:665-70. [DOI: 10.1038/gim.2014.21] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2013] [Accepted: 02/06/2014] [Indexed: 11/08/2022] Open
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