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. 1996 Summer;17(4):23–42.

Table 4. Multivariate Analysis of Ambulatory Service Use.

Independent Variables Dependent Variables

Total Visits Visits to Other Providers Laboratory Services Imaging Services

Average of All Patients for Each Practice
Intercept ***9.55 **2.79 -0.77 *2.79
PCS Specialty1
Internal Medicine, Solo ***0.54 ***0.57 ***2.03 ***0.57
General or Family Practice, Group **-0.31 -0.04 -0.05 0.67
Internal Medicine, Group ***0.70 ***0.89 ***3.77 ***1.02
Multispecialty Group 0.04 ***0.74 ***1.41 ***0.78
Primary-Care Group *0.30 *0.19 0.58 0.16
Metropolitan Region2 **-0.17 ***0.23 **0.57 -0.04
PCS Practice Size3
Above 70th Percentile ***-0.26 ***-0.24 ***-0.97 ***-0.19
Below 30th Percentile ***0.26 ***0.42 *0.45 0.09
PCS Practice Mean Age ***-0.13 ***-0.05 -0.12 *-0.03
PCS Female Caseload3
Above 70th Percentile 0.08 0.01 0.28 0.03
Below 30th Percentile -0.06 ***0.19 -0.12 **0.13
PCS Practice Mean Number of Comorbidities per Patient ***1.33 ***0.52 ***3.58 ***0.44
State of Practice4
Alabama ***0.42 **0.14 ***1.52 *0.12
Maryland ***1.47 ***0.72 0.02 -0.10
Adjusted R2 0.42 0.40 0.33 0.18
Mean 7.13 2.96 9.52 2.87
*

p < 0.05.

**

p < 0.01.

***

p < 0.001.

1

Reference group is general or family practice, solo.

2

Reference group is rural.

3

Reference group is 30th to 70th percentile.

4

Reference group is Iowa.

NOTE: PCS is primary-care source. N=2,972.

SOURCE: Health Care Financing Administration, Bureau of Data Management and Strategy: Data from the National Claims History file, July 1, 1990-June 30, 1991; data analysis by Parente, S.T., Weiner, J.P., Garnick, D.W., et al., 1996.