MétaCan
Menu
Retour à la cohorte
Enregistrement W2562211759 · doi:10.1182/blood.v126.23.872.872

Five-Year Direct Cost of Pediatric Patients with Acute Lymphoblastic Leukemia (ALL) Undergoing Allogeneic Stem Cell Transplantation (HSCT): An Analysis from US Payers' Perspective

2015· article· en· W2562211759 sur OpenAlexaboutno aff
Richard T. Maziarz, Annie Guérin, Geneviève Gauthier, Julie Héroux, Maryia Zhdanava, Eric Q. Wu, Simu K. Thomas, Lei Chen

Notice bibliographique

RevueBlood · 2015
Typearticle
Langueen
DomaineMedicine
ThématiqueAcute Lymphoblastic Leukemia research
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésMedicineHematopoietic stem cell transplantationPediatricsTransplantationPharmacyHealth careDiseaseIntensive care medicineEmergency medicineInternal medicineFamily medicine

Résumé

récupéré en direct d'OpenAlex

Abstract Background: Between 54%-85% of pediatric patients (pts) with ALL can be cured by definitive chemotherapy protocols. HSCT may be considered for high-risk pts after induction therapy or for refractory/relapsed pts. However, HSCT is recognized as a highly specialized, costly and resource intensive procedure requiring ongoing care over months to years. HSCT is associated with significant life-threatening complications with transplant related mortality of 20-30% and acute/chronic graft vs. host disease and infections. The objective of this study was to assess the economic burden up to 5 years of pediatric pts with ALL who received HSCT from the US commercial payers' perspective. Method: Pediatric pts (<18 years old) with ALL (ICD-9 CM codes 204.0x) who underwent an allogeneic HSCT ([ICD-9 CM] procedure codes 41.02, 41.03, 41.05, 41.06, 41.08) in the US (2002-2013) were identified from two large administrative claims databases. Selected pts were continuously enrolled in their healthcare plan for ≥6 months before and ≥1 month after the index date (i.e., the date the first HSCT procedure was recorded). Age and gender as of the index date and total healthcare costs (direct medical costs and pharmacy costs) during the 6 months preceding the index date were reported. The economic burden associated with HSCT was described by assessing the healthcare resource utilization (HRU) and costs over the following study periods: between the index date and the HSCT hospitalization discharge date, during the first 100 days following the index date, and, during the first, second, third, fourth and fifth years following the index date. For each period, the analyses were conducted among pts with continuous healthcare plan enrollment for that entire period. Healthcare costs reported reflect the costs reimbursed by US private payers for a pediatric pt with ALL who underwent HSCT. Costs were adjusted for inflation (based on the consumer price index for medical components) and reported as 2014 US dollars (USD). Results: A total of 209 pediatric ALL pts were identified. Mean age was 10 years and 43.1% of pts were female. The median follow-up period after the index date was 1.3 years. During the 6 months prior to the index date, pts incurred average total healthcare costs of $287,001. The median duration of the initial hospitalization for the HSCT was 41 days (interquartile range 32-55). Over the five years following the index date, results showed substantial HRU and costs associated with the HSCT. The most intensive HRU and highest healthcare costs were observed within the first year following the index date; pts had an average of 49 days with outpatient (OP) visits, 29 days with OP laboratory services, and 68 inpatient (IP) days corresponding to 3.10 IP admissions (including the hospitalization for the first HSCT) and incurred mean total healthcare costs of $683,099 (median of $511,021) (Figure 1 and 2). Costs associated with the first HSCT hospitalization represented 62.4% of the total costs incurred during the first year. Although a decreasing trend was observed over time, HRU and costs remained high; 28.8% of pts had at least one IP admission at year 2, 19.6% at year 3, 20.0% at year 4, and 6.7% at year 5 (Figure 1). The number of days with OP visits and the number of days with laboratory services also remained high over time (Figure 1). The average total healthcare cost was $104,584 (median of $21,877) at year 2, $79,092 (median of $11,000) at year 3, $106,334 (median of $10,426) at year 4 and, and $38,291 (median of $10,082) at year 5 (Figure 2). Our results also showed high variation in healthcare costs across pediatric pts following the index date; 29.4% of the total costs (over the entire sample) in year 1 were incurred by the 10% pts with the highest costs. Starting from the second year, the 10% of pts with the highest costs accounted for 61.3 to 76.6% of the total costs for each year, suggesting that a small proportion of pts still incur very high costs several years after HSCT. Conclusions: Healthcare resource utilization and direct costs associated with allogeneic HSCT are substantial with the first year direct cost alone of $683,099 with substantial costs over the following years. Further studies are needed to understand the humanistic and financial burden of HSCT for pediatric pts and their caregivers. Figure 1. HRU after Index Date Figure 1. HRU after Index Date Figure 2. Total Healthcare Costs after Index Date Figure 2. Total Healthcare Costs after Index Date Disclosures Maziarz: Athersys: Consultancy, Patents & Royalties, Research Funding; Novartis: Consultancy. Guerin:GlaxoSmithKline, Janssen Scientific Affairs, Janssen-Ortho, Inc., Merck & Co., Inc., Merck Frosst Canada, Novartis Pharmaceuticals Corporation, Novo Nordisk Inc., Ogilvy Renault, Ortho-Clinical Diagnostics, Inc., Otsuka America Pharmaceutical, Inc.,: Consultancy, Other: Annie Guerin is an employee of Analysis Group Inc, which has received consultancy fees from the listed organizations; Pfizer Canada, Inc., RX&D, Sanofi, Savient Pharmaceuticals, Inc., Shire Pharmaceuticals Inc., Sunovion Pharmaceuticals Inc., Takeda Global Research & Development Center, Inc., Takeda Pharmaceuticals U.S.A., Inc.: Consultancy, Other: Annie Guerin is an employee of Analysis Group Inc, which has received consultancy fees from the listed organizations; AbbVie Inc., Alcon Laboratories, Bayer Healthcare Pharmaceuticals, LLC, Celgene Corporation, Cempra Inc., Centocor Ortho Biotech, Cooley LLP, Cyberonics, Inc., DLA Piper, Eli Lilly & Company,Forest Laboratories, Inc., Genentech, Inc.,: Consultancy, Other: Annie Guerin is an employee of Analysis Group Inc, which has received consultancy fees from the listed organizations. Gauthier:AbbVie Inc., Celgene Corporation, Eli Lilly & Company, Genentech, Inc. ,GlaxoSmithKline, Janssen Scientific Affairs, LLC, Novartis Pharmaceuticals Corporation, Pfizer Canada, Inc., Sanofi, Savient Pharmaceuticals, Inc., Shire Pharmaceuticals Inc.,: Consultancy, Other: Genevieve Gauthier is an employee of Analysis Group Inc, which has received consultancy fees from the listed organizations; Sunovion Pharmaceuticals Inc.,Takeda Pharmaceuticals U.S.A., Inc.: Consultancy, Other: Genevieve Gauthier is an employee of Analysis Group Inc, which has received consultancy fees from the listed organizations. Heroux:AbbVie Inc., Alcon Laboratories, Celgene Corporation, Genentech, Inc., Merck Frosst Canada, Novartis Pharmaceuticals Corporation, Shire Pharmaceuticals Inc., Sunovion Pharmaceuticals Inc., Takeda Pharmaceuticals U.S.A., Inc.: Consultancy, Other: Julie Heroux is an employee of Analysis Group Inc, which has received consultancy fees from the listed organizations. Zhdanava:AbbVie Inc., Genentech, Inc., Merck Frosst Canada, Novartis Pharmaceuticals Corporation,Shire Pharmaceuticals Inc., Takeda Pharmaceuticals U.S.A., Inc.: Consultancy, Other: Maryia Zhdanava is an employee of Analysis Group Inc, which has received consultancy fees from the listed organizations. Wu:Molecular Insight Pharmaceuticals, Inc., Novartis Pharmaceuticals Corporation, Ortho McNeil Pharmaceuticals, Inc., Sanofi, Savient Pharmaceuticals, Inc., Shire Pharmaceuticals Inc.,: Consultancy, Other: Eric Q Wu is an employee of Analysis Group Inc, which has received consultancy fees from the listed organizations; Takeda Global Research & Development Center, Inc., Takeda Pharmaceuticals U.S.A., Inc., TAP Pharmaceutical Products, Inc., Vertex Pharmaceuticals Incorporated: Consultancy, Other: Eric Q Wu is an employee of Analysis Group Inc, which has received consultancy fees from the listed organizations; Janssen Pharmaceutica, Inc., Janssen Scientific Affairs, LLC, Lilly Research Laboratories, McNeil Consumer & Specialty Pharmaceuticals, MedImmune, LLC, Melinta Therapeutics, Inc., Millennium Pharmaceuticals, Inc.,: Consultancy, Other: Eric Q Wu is an employee of Analysis Group Inc, which has received consultancy fees from the listed organizations; Celgene Corporation, Centocor Ortho Biotech, Cephalon, Inc., ConvaTec Inc., Corus Pharma, Inc., Eli Lilly & Company, Eli Lilly & Company, Ethicon, Inc., Forest Laboratories, Inc., Genentech, Inc., GlaxoSmithKline, Janssen Global Services, LLC,: Consultancy, Other: Eric Q Wu is an employee of Analysis Group Inc, which has received consultancy fees from the listed organizations; AbbVie Inc., Alcon Laboratory, Astellas Pharma Inc., Astellas Pharma US, Inc., AstraZeneca, Barger & Wolen LLP, Bayer Healthcare Pharmaceuticals, LLC, Biosense Webster, Inc., Blue Cross Blue Shield Association, Boehringer Ingelheim, Bristol-Myers Squibb C: Consultancy, Other: Eric Q Wu is an employee of Analysis Group Inc, which has received consultancy fees from the listed organizations. Thomas:Novartis: Employment. Chen:Novartis Pharmaceuticals Corporation: Employment, Equity Ownership, Other: Lei Chen is an employee of and owns stocks/options of Novartis Pharmaceuticals Corporation, the sponsor of this study.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,001
score de la tête « metaresearch » (Gemma)0,004
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Observationnel · Signal consensuel: Observationnel
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,020
Score d'incertitude au seuil0,040

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0010,004
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0010,003
Bibliométrie0,0020,004
Études des sciences et des technologies0,0000,000
Communication savante0,0010,001
Science ouverte0,0010,001
Intégrité de la recherche0,0010,001
Charge utile insuffisante (le modèle a refusé de juger)0,0030,000

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,012
Tête enseignante GPT0,250
Écart entre enseignants0,239 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeObservationnel
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations2
Publié2015
Routes d'admission1
Résumé présentoui

Explorer davantage

Même revueBloodMême sujetAcute Lymphoblastic Leukemia researchTravaux en français237 207