National Economic Conditions May Impact the Financial Barriers to Travel for Cancer Operations

Abstract

Background: Better cancer-related outcomes are associated with physicians and hospitals with higher case volume. This serves as an incentive to refer patients requiring complex cancer operations to large referral centers, which may require increased travel for patients. However, barriers exist for patients to travel for cancer care, some of which may be aggravated or alleviated by factors relating to the health of the national economy. This impact may be reflected in variability of travel distances for cancer operations over time particularly for complex operation such as pancreatectomy and esophagectomy compared with less complex resections such as those for breast cancer or melanoma. Methods: We obtained the estimated travel distance for patients undergoing operations for cancer of the pancreas, esophagus, skin (melanoma), and breast from the National Cancer Database from 2004 to 2017 and correlated them with economic factors obtained from public sources. We then examined the impact of unemployment rates, gas prices, and inflation on travel distances regarding disadvantaged groups. Correlations were measured by the (rank-based, nonparametric) Spearman’s correlation coefficient, and the corresponding P value is obtained by the asymptotic distribution of the coefficient. A P value of 0.05 equates to an absolute correlation value of 0.532. To adjust for multiple tests, a more restrictive P value of 0.01 was also assessed, which equates to correlation coefficients of absolute value greater than 0.661. Results: There were 4,222,380 cases in the dataset, of which 1,781,056 remained after exclusion. The economic factors that were associated most strongly with the distance patients traveled for all cancer operation types were the labor force participation rate, personal savings, consumer price index, and changes in gasoline prices. Inflation and rising gasoline prices were often inversely related with travel distance in lower-income and less well-educated regions and African American patients. Conclusions: Several macroeconomic factors correlate with the travel distance for operations, suggesting that the economic health of the nation may aggravate or alleviate the financial barriers to travel for cancer operations. Financially disadvantaged groups may be particularly vulnerable to changes in gasoline prices and inflation. Organizations serving these populations may need to increase patient support services during times of economic hardship to avoid the exacerbation of health care disparities.