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Published on: May 8, 2018
Access Challenges in Allogeneic Hematopoietic Cell Transplant: Identifying At-Risk US States by Exploring Social
Samantha E Watters1,2, Christa L Meyer1,3, Jaime M Preussler1,3
1NMDP, Minneapolis, MN.
Insights
Social vulnerability and low physician density limit access to allogeneic hematopoietic cell transplantation (alloHCT). Identifying at-risk states like Texas and Florida can guide resource allocation to improve alloHCT equity.
Area of Science:
- Hematology
- Public Health
- Health Services Research
Background:
- Access to allogeneic hematopoietic cell transplantation (alloHCT) is crucial for treating various hematologic malignancies and other conditions.
- Existing barriers to alloHCT are multifactorial and require a deeper understanding to develop targeted interventions.
- Identifying geographic disparities in alloHCT access is essential for promoting healthcare equity.
Purpose of the Study:
- To investigate the interplay between the Social Vulnerability Index (SVI), physician density (PD), and unmet need for adult alloHCT in the United States.
- To identify US states facing significant challenges in alloHCT access.
- To inform targeted strategies for improving alloHCT accessibility.
Main Methods:
- An exploratory retrospective analysis using aggregated county-level data from 2018-2022.
- Social Vulnerability Index (SVI) and physician density (PD) were defined and dichotomized into low and high percentiles.
- Multivariable linear regression models were employed to assess the influence of SVI and PD on alloHCT unmet need.
Main Results:
- Lower physician density and higher SVI were significant predictors of increased alloHCT unmet need at the county level nationwide.
- States identified as high-risk for alloHCT access challenges included Texas, North Carolina, Florida, Nevada, and Georgia.
- Within at-risk states, lower PD remained a key predictor, while SVI components like race/ethnicity and housing/transportation vulnerability significantly impacted unmet need.
Conclusions:
- The study highlights significant relationships between SVI, PD, and alloHCT unmet need, identifying specific states with access impediments.
- Data-driven resource allocation is recommended to address barriers to alloHCT.
- Interventions focused on increasing physician density and mitigating social vulnerability are crucial for enhancing alloHCT access and care equity.
Purpose:
Access to allogeneic hematopoietic cell transplantation (alloHCT) is limited by factors beyond physician control. A more complete picture of how barriers to alloHCT overlap is needed to target access-related initiatives. This study examined relationships between social vulnerability index (SVI), physician density (PD), and adult alloHCT unmet need to identify states at-risk of access challenges in the United States.
Methods:
For this exploratory retrospective analysis, we aggregated SVI, Physician Compare, and 2018-2022 alloHCT unmet need data across all US counties. We defined PD as hematology-oncology/HCT providers per 10,000 population and dichotomized variables into low (≤50%) and high (>50%) percentiles. We identified counties with high SVI and unmet need and low PD as at-risk. Using multivariable linear regression, we assessed influences on unmet need.
Results:
In county-level models across all US counties, lower PD (b = -10.102, P < .001) and higher SVI (b = 13.799, P < .001) predicted higher unmet need, with socioeconomic status (12.295, P < .001) and housing/transportation (b = 4.370, P = .016) vulnerability predicting higher unmet need in sensitivity analysis. States at-risk for access challenges were Texas, North Carolina, Florida, Nevada, and Georgia. At the county-level within at-risk states, only lower PD (-9.888, P < .001) was a significant predictor of higher unmet need. However, in sensitivity analysis, total SVI (13.111, P < .001), race/ethnicity (17.913, P < .001), and housing/transportation (14.164, P < .001) vulnerability were all significant predictors of higher unmet need.
Conclusion:
We found relationships among SVI, PD, and alloHCT unmet need to identify states at-risk for access impediments. Data can be examined to allocate resources to overcome barriers to alloHCT, with interventions targeting PD and SVI to improve access and equity in care.
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