Dr. Grafova Examines Financial Hardships for Cancer Survivors

December 16, 2024

Household income and county income inequality are associated with financial hardship among cancer survivors in New Jersey

Abstract

Purpose

To examine how household income and county income inequality are linked to financial hardship among cancer survivors.

Methods

Cancer survivors (n = 864) identified through the New Jersey State Cancer Registry were surveyed from August 2018 to January 2022. Local area income inequality was reflected by the Gini index a measure of income inequality at the county level. Multivariable logistic regression analyses were performed, and the average marginal effect (AME) was calculated.

Results

Compared to survivors residing in households with income of $90,000 or more (higher income), those with household incomes between $50,000 and $89,999 (middle income) had a significantly higher risk of ever being unable to cover their share of the cost of cancer-related medical care (AME = .104, p = .001), higher risk of foregoing care in the past 12 months because of cost, including dental care (AME = .124, p < .001), eye care (AME = .082, p = .005), and mental health care or counseling (AME = .067, p = .002). An increase in the Gini index from the 25th to 75th percentile was associated with an increased risk of unmet needs in paying for follow-up care or medications related to cancer (AME = .021, p = .014) and an increased risk of foregoing doctor visits (AME = .017, p = .02) and eye care (AME = .03, p = .002) because of cost in the past 12 months.

Conclusions

Local area income inequality was associated with certain aspects of cancer survivors’ experience of financial hardship.

Implications for cancer survivors

It is important to consider refining and extending financial navigation programs to survivors residing in areas with high income inequality.

Citation

Grafova, I.B., Devine, K.A., Hudson, S.V. et al. Household income and county income inequality are associated with financial hardship among cancer survivors in New Jersey. Journal of Cancer Survivorship (2024). https://doi.org/10.1007/s11764-024-01730-z

Recent Posts

NJSPL: The Potential of Participatory Budgeting Within New Jersey

Budget Cuts and Who Absorbs Them When budgets are cut, the first programs to go are those without dedicated funding or legal mandate. Many of those programs serve low-income, disabled, and vulnerable populations. New Jersey is in a period of fiscal austerity. The...

Prof. Andrews and PhD Candidate Lina Moe: Make Room for Robots

Make Room for Robots Read Article Summary As robots become increasingly common in cities, from sidewalk delivery bots and security robots to drones and autonomous vehicles, policymakers face new questions about safety, privacy, accessibility, and the use of shared...

New Jersey State Policy Lab Holds 5th Annual Internship Presentations

On Wednesday, August 5th, the New Jersey State Policy Lab hosted the end-of-summer presentations for the 2026 intern cohort at the Bloustein School of Planning and Public Policy. These presentations are the culmination of the work accomplished through the 10-week...