Skip to main content

Table 2 Family income eligibility limits for free and discounted care multilevel linear mixed-effects analysis results

From: A multilevel mixed-effects regression analysis of the association between hospital, community and state regulatory factors, and family income eligibility limits for free and discounted care among U.S. not-for-profit, 501(c)(3), hospitals, 2010 to 2017

 

Family income eligibility limits for free care (as a % of FPL)

Family income eligibility limits for discounted care (as a % of FPL)

Hospital & year factors

Full model

Hospital & year factors

Full model

Non-critical access hospital

ref

ref

ref

ref

Critical access hospital

−15.316*** (− 3.453)

−9.086** (−2.129)

− 24.727*** (− 3.660)

−19.352*** (− 2.965)

Non-safety-net

ref

ref

ref

ref

Safety-net

−14.081*** (− 3.625)

−14.013*** (− 3.618)

−8.396 (− 1.175)

−8.233 (− 1.149)

Not-profit-private

ref

ref

ref

ref

Public

−4.966 (− 1.071)

−5.171 (− 1.121)

−13.792* (− 1.647)

−13.161 (− 1.572)

Not-for-profit, church

5.229 (1.373)

5.006 (1.320)

1.385 (0.205)

1.423 (0.210)

Small (< 100 beds)

ref

ref

ref

ref

Medium (100–399 beds)

0.174 (0.037)

−0.718 (− 0.152)

11.009* (1.909)

10.320* (1.797)

Large (400+ beds)

−4.506 (−0.584)

− 4.929 (− 0.642)

12.901 (1.495)

12.672 (1.464)

Non-teaching

ref

ref

ref

ref

Major teaching

9.194** (1.962)

9.102* (1.944)

9.497 (1.571)

9.565 (1.583)

Minor teaching

−1.408 (− 0.418)

−1.626 (− 0.488)

0.446 (0.072)

0.197 (0.032)

Not in a joint venture

ref

ref

ref

ref

In a joint venture

3.905 (1.114)

3.668 (1.050)

15.988*** (3.784)

15.663*** (3.707)

Stand-alone hospital

ref

ref

ref

ref

Health system hospital

5.239 (0.939)

5.198 (0.943)

4.568 (0.652)

4.571 (0.656)

Low concentrated (< 0.33 on HHI)

ref

ref

ref

ref

Moderately concentrated (0.3387 to 0.8401 on HHI)

−0.170 (− 0.078)

−1.401 (− 0.641)

4.746 (1.475)

4.044 (1.268)

High concentrated (0.8403 to 1 on HHI)

8.343** (2.388)

5.921* (1.704)

15.594*** (2.751)

14.145** (2.538)

Financial assistance share of total expense

0.728 (1.165)

0.749 (1.189)

2.700*** (3.628)

2.584*** (3.406)

Northeast

−6.330 (− 0.808)

5.304 (0.754)

−28.126** (− 2.433)

−34.512** (− 2.554)

Midwest

− 19.343** (− 2.250)

−6.755 (− 0.970)

−43.843*** (− 3.387)

−40.079*** (− 2.820)

South

−21.428*** (− 2.884)

−4.618 (− 0.720)

−66.988*** (− 6.268)

−65.236*** (−5.319)

Year = 2010

ref

ref

ref

ref

Year = 2011

2.035** (2.281)

2.145** (2.442)

− 11.747*** (− 3.391)

− 11.472*** (− 3.341)

Year = 2012

0.284 (0.245)

0.361 (0.313)

− 0.377 (− 0.131)

− 0.085 (− 0.030)

Year = 2013

2.124* (1.658)

0.902 (0.642)

1.171 (0.297)

1.561 (0.409)

Year = 2014

4.162*** (2.770)

2.411 (1.444)

9.185*** (2.665)

9.536*** (2.736)

Year = 2015

6.655*** (4.041)

4.590** (2.464)

12.958*** (3.546)

13.286*** (3.584)

Year = 2016

11.106*** (6.147)

8.750*** (4.314)

18.269*** (4.645)

18.556*** (4.656)

Year = 2017

13.444*** (6.501)

10.998*** (4.842)

31.563*** (7.529)

31.906*** (7.199)

Rural (non-core)

 

−17.050*** (−4.452)

 

− 13.390** (− 2.208)

Most disadvantaged

 

−9.220 (− 1.388)

 

−34.217*** (− 2.603)

Second most disadvantaged

 

−9.301** (−2.294)

 

−10.721 (− 1.229)

Third most disadvantaged

 

−4.110 (− 1.417)

 

−3.483 (− 0.451)

Conditional community benefit requirement

 

−15.714*** (−3.914)

 

4.512 (0.516)

Minimum community benefit requirement

 

14.309*** (3.360)

 

33.216*** (3.147)

Stricter community benefit plan

 

11.661*** (2.962)

 

8.409 (0.770)

No sales/use tax exemption

 

15.739*** (3.299)

 

9.435 (1.086)

Medicaid covers non-disabled adults

 

3.391** (2.436)

 

−0.229 (− 0.073)

Parents income eligibility limit

 

0.038*** (2.651)

 

−0.008 (− 0.266)

Constant

187.810*** (22.574)

175.010*** (23.595)

358.001*** (31.240)

351.245*** (26.999)

Observations

16,269

16,269

16,378

16,378

  1. t statistics in parentheses
  2. *p < 0.1, **p < 0.05, ***p < 0.01