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Table 3 Change in proportion of EMS transports to reference ED associated with Massachusetts AD ban: Sub-groups

From: Ambulance diversion and ED destination by race/ethnicity: evaluation of Massachusetts’ ambulance diversion ban

Patient cohort

# EMS transports

% EMS transports to reference ED in Massachusetts

% EMS transports to reference ED in comparison states

Unadjusted relative change (percentage points)

Adjusted relative change (percentage points) [95% CI]

p-value

Pre-ban

Post-ban

% point change

Pre-ban

Post-ban

% point change

Patient acuity subgroups

 Type of EMS transport

  Advanced Life Saving (ALS)

213,171

68.1%

67.3%

−0.8

61.6%

63.3%

1.7

−2.5

−2.8 [−4.7, −1.0]

0.005

  Basic Life Support (BLS)

147,835

61.7%

59.7%

−2.0

59.5%

61.3%

1.8

−3.8

−3.2 [−4.9, −1.6]

0.001

 Disposition from ED

  Outpatient discharge

159,135

65.2%

63.8%

−1.4

61.7%

63.8%

2.1

−3.5

−1.7 [− 3.0, −0.3]

0.02

  Hospitalization

201,871

65.0%

63.8%

−1.2

60.3%

61.7%

1.4

−2.6

−3.0 [−4.7, −1.2]

0.002

  Hospitalization for a high-risk condition

69,137

65.7%

63.8%

−1.9

61.7%

62.5%

0.8

−2.7

−2.0 [−4.7, 0.7]

0.132

Geographic factors

 Massachusetts EMS region

  Higher diversion rate regions

307,618

57.3%

56.9%

−0.4

60.9%

62.7%

1.8

−2.2

−2.9 [−4.4, −1.3]

< 0.001

  Other regions

276,780

74.5%

72.5%

−2.0

60.9%

62.7%

1.8

−3.8

−2.5% [−5.8, 0.8]

0.142

 # EDs in 3-mile vicinity

  0 or 1

267,308

70.9%

68.0%

−2.9

63.3%

65.0%

1.7

−4.6

−2.6 [−4.9, −1.2]

0.001

  2 or more

93,698

51.4%

49.0%

−2.4

49.3%

50.9%

1.6

−4.0

−2.9 [−5.6, −0.2]

0.037

 Urban location, %

  Zip code in largest 16 cities

74,464

38.6%

39.2%

0.6

44.5%

46.6%

2.1

−1.4

−2.5 [−4.9, −0.3]

0.032

  Other zip codes

286,542

69.6%

67.8%

−1.8

63.7%

65.4%

1.8

−3.5

−2.7 [−4.1, −1.3]

0.001

Socioeconomic status subgroups

 Medicaid (dual) coverage

  With Medicaid coverage

153,522

61.7%

61.7%

0.0

56.9%

57.6%

0.7

−0.7

−1.8 [−3.83–0.3]

0.022

  Without Medicaid coverage

207,484

66.6%

64.7%

−1.9

62.3%

64.6%

2.3

−4.2

−3.6 [−6.0, −2.1]

< 0.001

 Zip code poverty rate

  Lowest poverty tertile

112,254

65.0%

64.2%

−0.8

62.9%

64.8%

1.9

−2.7

−2.8 [−5.4, − 0.1]

0.04

  Middle poverty tertile

98,335

71.8%

69.7%

−2.1

63.4%

63.5%

0.1

−2.2

−3.0 [−5.5, −0.5]

0.023

  Highest poverty tertile

150,361

60.1%

58.6%

−1.5

56.4%

59.5%

3.1

−4.6

−2.7 [−4.2, − 1.1]

0.002

 Zip codes with > 25% census population black, %

69,383

42.6%

41.3%

−1.3

52.5%

54.7%

2.1

−3.4

−1.3 [−4.0, 1.3]

0.297

 Zip codes with > 25% census population Hispanic, %

111,757

67.2%

65.7%

−1.5

57.6%

58.8%

1.2

−2.7

−4.0 [−5.2, − 2.8]

< 0.001

  1. 1) % EMS transports to reference ED in Massachusetts and comparison states are observed measures
  2. 2) Unadjusted relative change is the difference in the above %s between Massachusetts and comparison states
  3. 3) Adjusted relative change is obtained from 3-way difference-in-differences linear probability models with the dichotmous indicator of transport to reference ED as the outcome. A separate model for each set of subgroups (e.g., Type of EMS transport). See Online Supplement for the estimation model details