Table 1.
Market measures at the hospital referral region level | 2006 | 2007 | 2008 | 2009 | 2010 | Linear slope |
Mean (SD) | Mean (SD) | Mean (SD) | Mean (SD) | Mean (SD) | β (95% CI) | |
All hospitals | ||||||
Number of vendors | 3.70 (2.00) | 4.00 (2.10) | 4.07 (2.10)* | 4.21 (2.14)§ | 4.22 (2.17)§ | 0.12 (0.10 to 0.14)‡ |
HHI** †† | 41.81 (21.56) | 39.82 (20.67) | 39.74 (20.65) | 38.37 (19.86)* | 38.28 (19.59)* | −1.02 (−1.30 to −0.75)‡ |
% Hospitals using paper | 23.06 (21.47) | 15.21 (17.73)§ | 12.47 (15.73)§ | 8.28 (13.82)§ | 7.62 (12.68)§ | −3.78 (−4.13 to −3.43)‡ |
Small hospitals (≤99 beds) | ||||||
Number of vendors | 1.96 (1.40) | 2.16 (1.43) | 2.25 (1.48)* | 2.43 (1.58)§ | 2.48 (1.62)§ | 0.13 (0.11 to 0.15)‡ |
HHI | 64.29 (29.12) | 62.46 (28.64) | 62.47 (29.14) | 59.74 (29.50)† | 59.23 (29.39)† | −1.94 (−2.40 to −1.48)‡ |
% Hospitals using paper | 35.25 (33.97) | 26.13 (31.02)§ | 22.68 (29.40)§ | 16.97 (26.03)§ | 16.14 (25.38)§ | −4.74 (−5.44 to −4.05)‡ |
Medium hospitals (100–249 beds) | ||||||
Number of vendors | 2.23 (1.51) | 2.44 (1.57) | 2.44 (1.52)† | 2.59 (1.53)§ | 2.59 (1.57)§ | 0.09 (0.07 to 0.10)‡ |
HHI | 62.05 (29.45) | 58.99 (1.54) | 58.63 (28.31) | 56.77 (28.26)* | 57.15 (28.44)* | −1.58 (−1.96 to −1.21)‡ |
% Hospitals using paper | 18.70 (25.57) | 9.62 (18.79)§ | 7.77 (16.63)§ | 3.44 (10.89)§ | 2.98 (9.41)§ | −3.76 (−4.25 to −3.28)‡ |
Large hospitals (≥ 250 beds) | ||||||
Number of vendors | 2.16 (1.35) | 2.20 (1.45) | 2.21 (1.49) | 2.20 (1.43) | 2.22 (1.43) | 0.03 (0.01 to 0.04)‡ |
HHI | 65.35 (29.83) | 65.08 (29.88) | 65.47 (30.18) | 64.99 (29.75) | 65.06 (29.63) | −0.44 (−0.71 to −0.18)‡ |
% Hospitals using paper | 11.25 (24.45) | 6.28 (19.69)§ | 2.86 (12.89)§ | 0.66 (6.86)§ | 0.68 (6.92)§ | −2.68 (−3.14 to −2.21)‡ |
Statistically significantly different from 2006 (base year) at the 95% level.
Statistically significantly different from 2006 (base year) at the 90% level.
Statistically significant slope at the 99% level.
Statistically significantly different from 2006 (base year) at the 99% level.
Based on the vendors supplying data from a clinical repository that was live and operational, in the process of installation, or under contract centralized data repositories to hospitals.
Herfindahl–Hirschman Index.
Paper records were excluded in the HHI calculation.
HHI, Herfindahl–Hirschman Index.