Table A3.

Marginal Effect of Increasing Maturity by Patient-Centered Medical Home Domain (Relative to Early Stage Transformation) by Patient Comorbidity Status

Marginal Effect of Maturity on Utilization Measures (P Value)
Intermediate-Stage DomainLate-Stage Domain
Diabetes mellitus
    Total utilization*
        Health care organization
            Average across comorbidity statuses0.140 (.063)0.152 (.025)
            0 Comorbidities0.115 (.113)0.121 (.055)
            1 Comorbidity0.179 (.094)0.197 (.040)
            ≥ 2 Comorbidities0.279 (.054)0.336 (.028)
        Delivery system redesign
            Average across comorbidity statuses0.026 (.435)0.102 (.066)
            0 Comorbidities0.043 (.124)0.091 (.054)
            1 Comorbidity−0.007 (.906)0.097 (.222)
            ≥ 2 Comorbidities−0.016 (.907)0.234 (.301)
        Clinical information system
            Average across comorbidity statuses0.070 (.134)−0.005 (.940)
            0 Comorbidities0.062 (.171)0.011 (.830)
            1 Comorbidity0.050 (.533)−0.038 (.670)
            ≥ 2 Comorbidities0.247 (.284)−0.024 (.924)
        Decision support
            Average across comorbidity statuses−0.180 (.001)−0.218 (.000)
            0 Comorbidities−0.194 (.001)−0.248 (.000)
            1 Comorbidity−0.182 (.082)−0.204 (.098)
            ≥ 2 Comorbidities−0.063 (.797)−0.015 (.947)
        Self-management system
            Average across comorbidity statuses0.103 (.007)0.149 (.011)
            0 Comorbidities0.129 (.001)0.166 (.003)
            1 Comorbidity0.117 (.116)0.160 (.101)
            ≥ 2 Comorbidities−0.207 (.095)−0.036 (.877)
    Number of prescriptions*
        Health care organization
            Average across comorbidity statuses−0.001 (.991)−0.001 (.985)
            0 Comorbidities−0.011 (.839)−0.004 (.943)
            1 Comorbidity0.007 (.951)0.011 (.916)
            ≥ 2 Comorbidities−0.023 (.855)−0.033 (.795)
        Delivery system redesign
            Average across comorbidity statuses0.037 (.330)0.160 (.015)
            0 Comorbidities0.036 (.368)0.107 (.102)
            1 Comorbidity0.041 (.508)0.263 (.008)
            ≥ 2 Comorbidities0.101 (.179)0.383 (.001)
        Clinical information system
            Average across comorbidity statuses0.059 (.225)0.010 (.879)
            0 Comorbidities0.048 (.375)0.008 (.898)
            1 Comorbidity0.083 (.303)0.049 (.615)
            ≥ 2 Comorbidities0.035 (.737)−0.077 (.534)
        Decision support
            Average across comorbidity statuses0.012 (.816)−0.101 (.089)
            0 Comorbidities0.087 (.133)−0.060 (.328)
            1 Comorbidity−0.135 (.113)−0.184 (.055)
            ≥ 2 Comorbidities−0.194 (.026)−0.205 (.077)
Diabetes mellitus
    Number of prescriptions*
        Self-management system
            Average across comorbidity statuses−0.009 (.849)0.054 (.412)
            0 Comorbidities−0.018 (.706)0.090 (.192)
            1 Comorbidity−0.015 (.817)−0.044 (.668)
            ≥ 2 Comorbidities0.042 (.618)−0.033 (.805)
    Number of outpatient visits*
        Health care organization
            Average across comorbidity statuses0.160 (.108)0.150 (.097)
            0 Comorbidities0.121 (.282)0.125 (.228)
            1 Comorbidity0.175 (.098)0.130 (.149)
            ≥ 2 Comorbidities0.457 (.000)0.452 (.000)
        Delivery system redesign
            Average across comorbidity statuses0.063 (.132)0.092 (.153)
            0 Comorbidities0.059 (.154)0.080 (.251)
            1 Comorbidity0.080 (.101)0.081 (.364)
            ≥ 2 Comorbidities0.064 (.482)0.325 (.019)
        Clinical information system
            Average across comorbidity statuses−0.083 (.101)−0.303 (.000)
            0 Comorbidities−0.064 (.211)−0.316 (.000)
            1 Comorbidity−0.140 (.145)−0.266 (.003)
            ≥ 2 Comorbidities−0.024 (.842)−0.258 (.063)
        Decision support
            Average across comorbidity statuses−0.137 (.160)−0.102 (.293)
            0 Comorbidities−0.162 (.174)−0.144 (.229)
            1 Comorbidity−0.100 (.374)−0.039 (.733)
            ≥ 2 Comorbidities−0.084 (.478)0.045 (.706)
        Self-management system
            Average across comorbidity statuses0.085 (.047)0.093 (.168)
            0 Comorbidities0.120 (.019)0.128 (.088)
            1 Comorbidity0.059 (.315)0.048 (.629)
            ≥ 2 Comorbidities−0.156 (.034)−0.144 (.306)
    ≥1 Inpatient admission
        Health care organization
            Average across comorbidity statuses0.021 (.253)0.037 (.035)
            0 Comorbidities0.029 (.006)0.034 (.000)
            1 Comorbidity0.035 (.460)0.041 (.337)
            ≥ 2 Comorbidities−0.077 (.434)0.043 (.676)
        Delivery system redesign
            Average across comorbidity statuses−0.003 (.749)0.005 (.674)
            0 Comorbidities0.002 (.765)0.009 (.469)
            1 Comorbidity−0.025 (.326)−0.030 (.408)
            ≥ 2 Comorbidities−0.005 (.951)0.066 (.525)
        Clinical information system
            Average across comorbidity statuses0.019 (.117)0.004 (.758)
            0 Comorbidities−0.001 (.963)−0.006 (.643)
            1 Comorbidity0.073 (.013)0.027 (.291)
            ≥ 2 Comorbidities0.068 (.501)0.006 (.959)
Diabetes mellitus
    ≥1 Inpatient admission
        Decision support
            Average across comorbidity statuses−0.033 (.078)−0.038 (.045)
            0 Comorbidities−0.035 (.041)−0.024 (.175)
            1 Comorbidity−0.042 (.468)−0.103 (.080)
            ≥ 2 Comorbidities0.010 (.926)0.017 (.869)
        Self-management system
            Average across comorbidity statuses0.015 (.223)0.017 (.283)
            0 Comorbidities0.024 (.020)0.004 (.736)
            1 Comorbidity0.013 (.546)0.104 (.015)
            ≥ 2 Comorbidities−0.055 (.433)−0.062 (.595)
    ≥1 Emergency department visit
        Health care organization
            Average across comorbidity statuses0.025 (.099)0.027 (.068)
            0 Comorbidities0.016 (.160)0.019 (.061)
            1 Comorbidity−0.002 (.959)−0.005 (.885)
            ≥ 2 Comorbidities0.228 (.006)0.210 (.009)
        Delivery system redesign
            Average across comorbidity statuses0.016 (.192)−0.020 (.264)
            0 Comorbidities0.025 (.033)−0.005 (.793)
            1 Comorbidity−0.009 (.755)−0.078 (.038)
            ≥ 2 Comorbidities−0.016 (.706)0.004 (.939)
        Clinical information system
            Average across comorbidity statuses0.014 (.296)0.012 (.458)
            0 Comorbidities0.040 (.005)0.015 (.283)
            1 Comorbidity−0.029 (.517)0.040 (.346)
            ≥ 2 Comorbidities−0.079 (.280)−0.079 (.283)
        Decision support
            Average across comorbidity statuses0.003 (.882)0.020 (.386)
            0 Comorbidities−0.047 (.005)−0.028 (.150)
            1 Comorbidity0.098 (.059)0.124 (.028)
            ≥ 2 Comorbidities0.114 (.210)0.094 (.301)
        Self-management system
            Average across comorbidity statuses−0.014 (.317)0.009 (.653)
            0 Comorbidities−0.007 (.628)0.013 (.563)
            1 Comorbidity−0.007 (.822)−0.002 (.971)
            ≥ 2 Comorbidities−0.093 (.065)−0.007 (.926)
Cardiovascular disease
    Total utilization*
        Health care organization
            Average across comorbidity statuses0.041 (.696)0.003 (.976)
            0 Comorbidities0.056 (.733)0.021 (.896)
            1 Comorbidity−0.029 (.778)−0.042 (.663)
            ≥ 2 Comorbidities0.231 (.413)0.136 (.605)
        Delivery system redesign
            Average across comorbidity statuses0.001 (.988)−0.066 (.638)
            0 Comorbidities0.062 (.495)−0.036 (.800)
            1 Comorbidity−0.098 (.262)−0.321 (.157)
            ≥ 2 Comorbidities0.055 (.741)0.425 (.076)
Cardiovascular disease
    Total utilization*
        Clinical information system
            Average across comorbidity statuses0.097 (.330)0.065 (.601)
            No comorbidities0.105 (.351)0.040 (.760)
            One comorbidity0.224 (.146)0.339 (.055)
            Two or more comorbidities−0.191 (.450)−0.354 (.082)
        Decision support
            Average across comorbidity statuses0.013 (.923)−0.003 (.982)
            0 Comorbidities−0.038 (.825)−0.048 (.753)
            1 Comorbidity−0.079 (.680)−0.142 (.467)
            ≥ 2 Comorbidities0.197 (.516)0.256 (.453)
        Self-management system
            Average across comorbidity statuses−0.038 (.697)−0.021 (.866)
            0 Comorbidities−0.093 (.482)−0.112 (.474)
            1 Comorbidity0.142 (.279)0.256 (.176)
            ≥ 2 Comorbidities−0.221 (.335)−0.355 (.298)
    Number of prescriptions*
        Health care organization
            Average across comorbidity statuses−0.040 (.607)−0.014 (.855)
            0 Comorbidities0.007 (.932)0.004 (.956)
            1 Comorbidity−0.058 (.535)−0.015 (.861)
            ≥ 2 Comorbidities−0.216 (.025)−0.154 (.110)
        Delivery system redesign
            Average across comorbidity statuses−0.083 (.057)−0.149 (.072)
            0 Comorbidities−0.180 (.001)−0.267 (.008)
            1 Comorbidity−0.021 (.734)−0.123 (.285)
            ≥ 2 Comorbidities0.186 (.039)0.273 (0036)
        Clinical information system
            Average across comorbidity statuses0.215 (.004)0.151 (.104)
            0 Comorbidities0.311 (.002)0.152 (.201)
            1 Comorbidity0.131 (.155)0.201 (.064)
            ≥ 2 Comorbidities−0.148 (.449)−0.004 (.981)
        Decision support
            Average across comorbidity statuses−0.165 (.096)−0.256 (.012)
            0 Comorbidities−0.196 (.127)−0.366 (.005)
            1 Comorbidity−0.154 (.192)−0.060 (.623)
            ≥ 2 Comorbidities−0.033 (.884)−0.146 (.524)
        Self-management system
            Average across comorbidity statuses0.036 (.605)0.184 (.052)
            0 Comorbidities0.068 (.413)0.372 (.002)
            1 Comorbidity0.087 (.271)−0.002 (.987)
            ≥ 2 Comorbidities−0.155 (.213)−0.261 (.217)
    Number of outpatient visits*
        Health care organization
            Average across comorbidity statuses0.198 (.031)0.057 (.486)
            0 Comorbidities0.290 (.017)0.093 (.457)
            1 Comorbidity0.068 (.611)−0.024 (.819)
            ≥ 2 Comorbidities0.378 (.165)0.348 (.184)
Cardiovascular disease
    Number of outpatient visits*
        Delivery system redesign
            Average across comorbidity statuses0.009 (.895)−0.141 (.209)
            0 Comorbidities0.006 (.947)−0.137 (.280)
            1 Comorbidity−0.024 (.801)−0.286 (.171)
            ≥ 2 Comorbidities0.167 (.147)0.242 (.106)
        Clinical information system
            Average across comorbidity statuses0.006 (.964)−0.020 (.866)
            0 Comorbidities0.010 (.945)−0.055 (.710)
            1 Comorbidity0.080 (.609)0.107 (.514)
            ≥ 2 Comorbidities−0.205 (.393)−0.118 (.464)
        Decision support
            Average across comorbidity statuses−0.133 (.343)−0.066 (.664)
            0 Comorbidities−0.092 (.560)−0.022 (.902)
            1 Comorbidity−0.236 (.194)−0.198 (.298)
            ≥ 2 Comorbidities−0.191 (.485)−0.082 (.783)
        Self-management system
            Average across comorbidity statuses0.027 (.757)0.036 (.770)
            0 Comorbidities0.000 (.999)−0.044 (.760)
            1 Comorbidity0.155 (.156)0.276 (.098)
            ≥ 2 Comorbidities−0.145 (.376)−0.319 (.249)
    ≥1 Inpatient admission
        Health care organization
            Average across comorbidity statuses−0.026 (.662)−0.033 (.554)
            0 Comorbidities0.001 (.987)0.003 (.964)
            1 Comorbidity−0.087 (.044)−0.095 (.016)
            ≥ 2 Comorbidities0.109 (.558)0.102 (.580)
        Delivery system redesign
            Average across comorbidity statuses0.003 (.890)−0.011 (.821)
            0 Comorbidities0.045 (.127)0.045 (.127)
            1 Comorbidity−0.057 (.083)−0.057 (.083)
            ≥ 2 Comorbidities0.018 (.804)0.018 (.804)
        Clinical information system
            Average across comorbidity statuses−0.013 (.713)−0.001 (.986)
            0 Comorbidities−0.006 (.893)0.004 (.932)
            1 Comorbidity0.044 (.388)0.112 (.025)
            ≥ 2 Comorbidities−0.089 (.359)−0.185 (.042)
        Decision support
            Average across comorbidity statuses0.081 (.067)0.069 (.121)
            0 Comorbidities0.006 (.919)0.014 (.785)
            1 Comorbidity0.124 (.050)0.041 (.529)
            ≥ 2 Comorbidities0.144 (.355)0.219 (.191)
        Self-management system
            Average across comorbidity statuses−0.027 (.476)−0.042 (.353)
            0 Comorbidities−0.036 (.458)−0.078 (.143)
            1 Comorbidity0.011 (.824)0.074 (.306)
            ≥ 2 Comorbidities−0.123 (.141)−0.225 (.092)
Cardiovascular disease
    ≥1 Emergency department visit
        Health care organization
            Average across comorbidity statuses−0.008 (.928)−0.013 (.873)
            0 Comorbidities−0.026 (.681)0.020 (.744)
            1 Comorbidity0.011 (.855)−0.024 (.682)
            ≥ 2 Comorbidities0.104 (.727)0.033 (.911)
        Delivery system redesign
            Average across comorbidity statuses−0.041 (.068)−0.017 (.641)
            0 Comorbidities−0.037 (.232)−0.072 (.105)
            1 Comorbidity−0.039 (.215)0.021 (.746)
            ≥ 2 Comorbidities−0.042 (.685)0.110 (.390)
        Clinical information system
            Average across comorbidity statuses−0.040 (.332)−0.032 (.479)
            0 Comorbidities0.027 (.522)0.038 (.424)
            1 Comorbidity−0.083 (.234)−0.040 (.536)
            ≥ 2 Comorbidities−0.031 (.840)−0.185 (.209)
        Decision support
            Average across comorbidity statuses0.109 (.033)0.105 (.032)
            0 Comorbidities−0.002 (.968)0.015 (.763)
            1 Comorbidity0.182 (.002)0.145 (.016)
            ≥ 2 Comorbidities0.145 (.480)0.149 (.497)
        Self-management system
            Average across comorbidity statuses−0.027 (.497)−0.041 (.428)
            0 Comorbidities−0.078 (.114)−0.130 (.014)
            1 Comorbidity0.027 (.543)0.060 (.431)
            ≥ 2 Comorbidities−0.008 (.949)0.083 (.690)
  • * Approximate percentage change (0.10 = 10%) in outcome variable when a clinic moves from early stage to intermediate- or late-stage transformation.

  • Estimated percentage-point change (0.10 = 10 percentage points) in probability of outcome when a clinic moves from early stage to intermediate- or late-stage transformation.