I have an ordinal dependent variable, a grouping of the number of joints with pain. If I fit a a gologit2 model with option pl, I get identical output to an ologit model. However, with an unconstrained model, if I fit a gologit2 model with option npl, I do not get the same results as an mlogit model. Why?
My interest in this model is in the dep(ression) term. Note that in the gologit2 model it appears protective, and in the mlogit model it is associated with increased risk (as it should be).
Graeme Tucker
. gologit2 jointcat age bmi dep i.edn sf1_ asthma i.pa sex diabetes smoker anxiety i.osteo i.income pension [pw=wt] , vce(cluster id) or
Generalized Ordered Logit Estimates Number of obs = 2,727
Wald chi2(69) = 472.50
Prob > chi2 = 0.0000
Log pseudolikelihood = -3328.3 Pseudo R2 = 0.1009
(Std. Err. adjusted for 2,036 clusters in id)
----------------------------------------------------------------------------------------------------------------
| Robust
jointcat | Odds Ratio Std. Err. z P>|z| [95% Conf. Interval]
-----------------------------------------------+----------------------------------------------------------------
4-6 |
age | .9794932 .0072446 -2.80 0.005 .9653964 .9937959
bmi | .9666104 .0145221 -2.26 0.024 .9385627 .9954964
dep | .3901502 .0748663 -4.90 0.000 .2678514 .5682895
|
edn |
Trade/apprenticeship | 1.054599 .3079988 0.18 0.856 .5949652 1.869319
Certificate/diploma | .9181697 .1988541 -0.39 0.693 .6005824 1.403697
Bachelor degree or higher | 1.619228 .3655151 2.14 0.033 1.04031 2.520306
|
sf1_ | .379819 .0690861 -5.32 0.000 .2659193 .5425049
asthma | .5589972 .123899 -2.62 0.009 .3620304 .8631261
|
pa |
Active but not sufficiently active for health | 1.032043 .2002906 0.16 0.871 .7055102 1.509705
Sufficiently active for health | .7180748 .1523106 -1.56 0.118 .473829 1.088223
|
sex | .8469321 .1479436 -0.95 0.342 .6013942 1.192719
diabetes | 1.163357 .2371364 0.74 0.458 .7801992 1.734683
smoker | .7802446 .1217418 -1.59 0.112 .5746687 1.059361
anxiety | .7782564 .2113233 -0.92 0.356 .4570801 1.325113
|
osteo |
Osteoporosis | .4168925 .1210954 -3.01 0.003 .2359252 .7366715
Don't know/ not stated | 1.155519 .654133 0.26 0.798 .3809924 3.504593
|
income |
$12,001 to $20,000 | 1.576793 .6798163 1.06 0.291 .6773125 3.670798
$20,001 to $40,000 | 1.384754 .5521583 0.82 0.414 .6338162 3.025392
$40,001 to $60,000 | 1.533337 .6672004 0.98 0.326 .6535137 3.597664
$60,001 to $80,000 | 1.549335 .6997618 0.97 0.332 .6392899 3.754854
More than $80,000 | 3.034188 1.418101 2.37 0.018 1.213984 7.58354
Not stated | 1.026652 .4714337 0.06 0.954 .4174034 2.525172
|
pension | 1.177217 .2558259 0.75 0.453 .7689147 1.802331
_cons | 65.664 54.5371 5.04 0.000 12.89329 334.4191
-----------------------------------------------+----------------------------------------------------------------
2-3 |
age | .9861962 .0058217 -2.35 0.019 .9748516 .9976729
bmi | .9566471 .0106593 -3.98 0.000 .9359817 .9777687
dep | .6819255 .1131742 -2.31 0.021 .4925714 .9440711
|
edn |
Trade/apprenticeship | 1.425037 .2951698 1.71 0.087 .9495448 2.138634
Certificate/diploma | .7531101 .1162878 -1.84 0.066 .5564477 1.019278
Bachelor degree or higher | 1.822836 .3378584 3.24 0.001 1.267592 2.621294
|
sf1_ | .2853915 .0630546 -5.68 0.000 .1850869 .4400542
asthma | .7535789 .1304938 -1.63 0.102 .5366981 1.058102
|
pa |
Active but not sufficiently active for health | 1.037002 .1768659 0.21 0.831 .74234 1.448626
Sufficiently active for health | .6993341 .1121068 -2.23 0.026 .5107788 .9574952
|
sex | .8430427 .1086312 -1.33 0.185 .654888 1.085256
diabetes | 1.00751 .1687732 0.04 0.964 .7255384 1.399067
smoker | .8374958 .1056003 -1.41 0.160 .6541151 1.072287
anxiety | .9242658 .2212894 -0.33 0.742 .578097 1.477723
|
osteo |
Osteoporosis | .5376649 .1174422 -2.84 0.004 .3504158 .8249729
Don't know/ not stated | .5866788 .268959 -1.16 0.245 .2388761 1.440881
|
income |
$12,001 to $20,000 | 1.772012 .7006991 1.45 0.148 .8163563 3.846393
$20,001 to $40,000 | 1.449292 .5429635 0.99 0.322 .6954427 3.020303
$40,001 to $60,000 | 1.341675 .532918 0.74 0.459 .6159523 2.922453
$60,001 to $80,000 | 1.317693 .546643 0.67 0.506 .5843792 2.971214
More than $80,000 | 1.395132 .5576951 0.83 0.405 .6373133 3.054061
Not stated | .7058026 .301059 -0.82 0.414 .3059176 1.628403
|
pension | 1.00358 .1652565 0.02 0.983 .7267533 1.385852
_cons | 10.61056 7.70141 3.25 0.001 2.558086 44.01105
-----------------------------------------------+----------------------------------------------------------------
1 |
age | .9795931 .0068913 -2.93 0.003 .9661792 .9931933
bmi | .9617368 .0132121 -2.84 0.005 .9361871 .9879838
dep | .4472497 .1148906 -3.13 0.002 .2703281 .739961
|
edn |
Trade/apprenticeship | 1.379135 .3844781 1.15 0.249 .7985588 2.381806
Certificate/diploma | 1.00379 .1877769 0.02 0.984 .6956811 1.448356
Bachelor degree or higher | 2.139797 .4323633 3.76 0.000 1.44006 3.179543
|
sf1_ | .2757956 .0846773 -4.20 0.000 .1510928 .5034207
asthma | .6429028 .1423962 -1.99 0.046 .4164983 .9923787
|
pa |
Active but not sufficiently active for health | .8771243 .191287 -0.60 0.548 .5720415 1.344915
Sufficiently active for health | .8053993 .1659279 -1.05 0.294 .5378327 1.206078
|
sex | .8666268 .1344095 -0.92 0.356 .6394624 1.17449
diabetes | 1.077818 .236048 0.34 0.732 .701661 1.655629
smoker | .9058696 .1344346 -0.67 0.505 .6772423 1.211678
anxiety | .8957074 .3295407 -0.30 0.765 .4355115 1.842183
|
osteo |
Osteoporosis | .6762433 .1775105 -1.49 0.136 .4042657 1.131199
Don't know/ not stated | .3721351 .2103714 -1.75 0.080 .1228878 1.126919
|
income |
$12,001 to $20,000 | 1.027841 .5238961 0.05 0.957 .3784986 2.791181
$20,001 to $40,000 | 1.039662 .4725029 0.09 0.932 .4266191 2.533635
$40,001 to $60,000 | .9052672 .4345047 -0.21 0.836 .3533639 2.319164
$60,001 to $80,000 | 1.034682 .5195088 0.07 0.946 .3867435 2.768159
More than $80,000 | .890918 .4264127 -0.24 0.809 .3486858 2.276362
Not stated | .8089087 .4093885 -0.42 0.675 .2999899 2.181184
|
pension | 1.177691 .2653922 0.73 0.468 .757205 1.831679
_cons | 4.724545 3.761565 1.95 0.051 .9923266 22.49393
----------------------------------------------------------------------------------------------------------------
Note: _cons estimates baseline odds.
. mlogit jointcat age bmi dep i.edn sf1_ asthma i.pa sex diabetes smoker anxiety i.osteo i.income pension [pw=wt] , vce(cluster id) rrr baseoutcome(4)
Iteration 0: log pseudolikelihood = -3766.7674
Iteration 1: log pseudolikelihood = -3416.51
Iteration 2: log pseudolikelihood = -3379.5241
Iteration 3: log pseudolikelihood = -3378.7169
Iteration 4: log pseudolikelihood = -3378.7162
Iteration 5: log pseudolikelihood = -3378.7162
Multinomial logistic regression Number of obs = 2,727
Wald chi2(69) = 441.80
Prob > chi2 = 0.0000
Log pseudolikelihood = -3378.7162 Pseudo R2 = 0.1030
(Std. Err. adjusted for 2,036 clusters in id)
----------------------------------------------------------------------------------------------------------------
| Robust
jointcat | RRR Std. Err. z P>|z| [95% Conf. Interval]
-----------------------------------------------+----------------------------------------------------------------
4_6 |
age | 1.036761 .0096243 3.89 0.000 1.018068 1.055797
bmi | 1.074883 .019771 3.93 0.000 1.036822 1.11434
dep | 4.243047 1.219357 5.03 0.000 2.415803 7.452365
|
edn |
Trade/apprenticeship | .760332 .2664762 -0.78 0.434 .3825425 1.511217
Certificate/diploma | 1.136693 .302476 0.48 0.630 .6747411 1.914915
Bachelor degree or higher | .3718793 .1046642 -3.51 0.000 .2142073 .6456095
|
sf1_ | 6.797719 2.269404 5.74 0.000 3.533388 13.07781
asthma | 2.378593 .6927281 2.98 0.003 1.344067 4.209391
|
pa |
Active but not sufficiently active for health | 1.015569 .2697355 0.06 0.954 .6034343 1.709184
Sufficiently active for health | 1.593989 .4279161 1.74 0.082 .9418354 2.697712
|
sex | 1.32749 .2853553 1.32 0.188 .8710805 2.023039
diabetes | .849253 .2344682 -0.59 0.554 .4943459 1.45896
smoker | 1.363192 .2704338 1.56 0.118 .9240458 2.01104
anxiety | 1.484848 .6610965 0.89 0.375 .6204446 3.553539
|
osteo |
Osteoporosis | 2.712504 .9650428 2.80 0.005 1.350622 5.447624
Don't know/ not stated | 2.027536 1.48646 0.96 0.335 .4818609 8.531303
|
income |
$12,001 to $20,000 | .6591869 .4399156 -0.62 0.532 .1782173 2.438188
$20,001 to $40,000 | .7673286 .4694919 -0.43 0.665 .2312979 2.545606
$40,001 to $60,000 | .8153318 .5277369 -0.32 0.752 .2292874 2.89927
$60,001 to $80,000 | .7181715 .4778251 -0.50 0.619 .1949367 2.645836
More than $80,000 | .4474894 .296304 -1.21 0.225 .1222255 1.638339
Not stated | 1.393372 .9507262 0.49 0.627 .3658261 5.307125
|
pension | .7953064 .2309513 -0.79 0.430 .4501442 1.405133
_cons | .0047684 .0051108 -4.99 0.000 .0005835 .0389674
-----------------------------------------------+----------------------------------------------------------------
2_3 |
age | 1.020224 .0083316 2.45 0.014 1.004024 1.036685
bmi | 1.051763 .0164636 3.22 0.001 1.019984 1.084531
dep | 1.653601 .4134177 2.01 0.044 1.013028 2.699232
|
edn |
Trade/apprenticeship | .5892348 .173073 -1.80 0.072 .3313365 1.04787
Certificate/diploma | 1.176401 .2445243 0.78 0.434 .7827558 1.768008
Bachelor degree or higher | .4204412 .0980657 -3.71 0.000 .2661748 .6641154
|
sf1_ | 4.352846 1.49939 4.27 0.000 2.215985 8.55027
asthma | 1.407778 .338524 1.42 0.155 .8787158 2.255381
|
pa |
Active but not sufficiently active for health | 1.094137 .2489621 0.40 0.693 .7004665 1.709054
Sufficiently active for health | 1.393773 .2947881 1.57 0.116 .9207884 2.109718
|
sex | 1.107256 .1914985 0.59 0.556 .7889219 1.55404
diabetes | .954024 .2283128 -0.20 0.844 .5968339 1.524983
smoker | 1.113897 .1878848 0.64 0.523 .8003321 1.550316
anxiety | 1.227461 .4695717 0.54 0.592 .579931 2.598001
|
osteo |
Osteoporosis | 1.236368 .3336241 0.79 0.432 .7285473 2.098156
Don't know/ not stated | 3.147137 1.892815 1.91 0.057 .9682086 10.22969
|
income |
$12,001 to $20,000 | .7871697 .4505604 -0.42 0.676 .2563642 2.417015
$20,001 to $40,000 | .877213 .4572188 -0.25 0.802 .3158231 2.436499
$40,001 to $60,000 | 1.193452 .6441708 0.33 0.743 .4143481 3.437515
$60,001 to $80,000 | 1.024806 .5804651 0.04 0.965 .3376824 3.110102
More than $80,000 | 1.268613 .6803389 0.44 0.657 .443447 3.629245
Not stated | 1.636346 .970103 0.83 0.406 .5119677 5.23007
|
pension | .9057467 .2157995 -0.42 0.678 .56781 1.444809
_cons | .0702752 .0672265 -2.78 0.006 .0107777 .4582232
-----------------------------------------------+----------------------------------------------------------------
1 |
age | 1.014911 .008406 1.79 0.074 .998569 1.031521
bmi | 1.015144 .0174174 0.88 0.381 .9815745 1.049862
dep | 1.989391 .5843013 2.34 0.019 1.118703 3.537736
|
edn |
Trade/apprenticeship | .8306563 .2788478 -0.55 0.580 .4302062 1.603859
Certificate/diploma | .826352 .1859039 -0.85 0.397 .5317052 1.284279
Bachelor degree or higher | .5925781 .1424129 -2.18 0.029 .3699801 .9491018
|
sf1_ | 1.818395 .5769021 1.88 0.059 .9764203 3.38641
asthma | 1.487441 .3748721 1.58 0.115 .9076445 2.437607
|
pa |
Active but not sufficiently active for health | 1.304954 .3629822 0.96 0.339 .7565325 2.250935
Sufficiently active for health | 1.030397 .2738413 0.11 0.910 .6120501 1.734692
|
sex | .9755547 .1829759 -0.13 0.895 .6754598 1.408976
diabetes | .8844831 .2152513 -0.50 0.614 .5489563 1.425087
smoker | .9595969 .1715418 -0.23 0.818 .675965 1.362239
anxiety | 1.290782 .5440507 0.61 0.545 .5650422 2.948664
|
osteo |
Osteoporosis | .8513535 .2707415 -0.51 0.613 .4564747 1.587827
Don't know/ not stated | 2.197583 1.404351 1.23 0.218 .6280444 7.689537
|
income |
$12,001 to $20,000 | 1.620713 1.021803 0.77 0.444 .4710355 5.576462
$20,001 to $40,000 | 1.342267 .7535038 0.52 0.600 .4466866 4.033434
$40,001 to $60,000 | 1.539405 .8804714 0.75 0.451 .5017686 4.722831
$60,001 to $80,000 | 1.244647 .7473012 0.36 0.715 .3836848 4.03755
More than $80,000 | 1.466208 .8338315 0.67 0.501 .4809701 4.469648
Not stated | 1.030301 .6460677 0.05 0.962 .301442 3.521474
|
pension | .7899527 .2029652 -0.92 0.359 .4774182 1.307083
_cons | .2227356 .2165704 -1.54 0.122 .0331245 1.49772
-----------------------------------------------+----------------------------------------------------------------
0 | (base outcome)
----------------------------------------------------------------------------------------------------------------
Note: _cons estimates baseline relative risk for each outcome.
My interest in this model is in the dep(ression) term. Note that in the gologit2 model it appears protective, and in the mlogit model it is associated with increased risk (as it should be).
Graeme Tucker
. gologit2 jointcat age bmi dep i.edn sf1_ asthma i.pa sex diabetes smoker anxiety i.osteo i.income pension [pw=wt] , vce(cluster id) or
Generalized Ordered Logit Estimates Number of obs = 2,727
Wald chi2(69) = 472.50
Prob > chi2 = 0.0000
Log pseudolikelihood = -3328.3 Pseudo R2 = 0.1009
(Std. Err. adjusted for 2,036 clusters in id)
----------------------------------------------------------------------------------------------------------------
| Robust
jointcat | Odds Ratio Std. Err. z P>|z| [95% Conf. Interval]
-----------------------------------------------+----------------------------------------------------------------
4-6 |
age | .9794932 .0072446 -2.80 0.005 .9653964 .9937959
bmi | .9666104 .0145221 -2.26 0.024 .9385627 .9954964
dep | .3901502 .0748663 -4.90 0.000 .2678514 .5682895
|
edn |
Trade/apprenticeship | 1.054599 .3079988 0.18 0.856 .5949652 1.869319
Certificate/diploma | .9181697 .1988541 -0.39 0.693 .6005824 1.403697
Bachelor degree or higher | 1.619228 .3655151 2.14 0.033 1.04031 2.520306
|
sf1_ | .379819 .0690861 -5.32 0.000 .2659193 .5425049
asthma | .5589972 .123899 -2.62 0.009 .3620304 .8631261
|
pa |
Active but not sufficiently active for health | 1.032043 .2002906 0.16 0.871 .7055102 1.509705
Sufficiently active for health | .7180748 .1523106 -1.56 0.118 .473829 1.088223
|
sex | .8469321 .1479436 -0.95 0.342 .6013942 1.192719
diabetes | 1.163357 .2371364 0.74 0.458 .7801992 1.734683
smoker | .7802446 .1217418 -1.59 0.112 .5746687 1.059361
anxiety | .7782564 .2113233 -0.92 0.356 .4570801 1.325113
|
osteo |
Osteoporosis | .4168925 .1210954 -3.01 0.003 .2359252 .7366715
Don't know/ not stated | 1.155519 .654133 0.26 0.798 .3809924 3.504593
|
income |
$12,001 to $20,000 | 1.576793 .6798163 1.06 0.291 .6773125 3.670798
$20,001 to $40,000 | 1.384754 .5521583 0.82 0.414 .6338162 3.025392
$40,001 to $60,000 | 1.533337 .6672004 0.98 0.326 .6535137 3.597664
$60,001 to $80,000 | 1.549335 .6997618 0.97 0.332 .6392899 3.754854
More than $80,000 | 3.034188 1.418101 2.37 0.018 1.213984 7.58354
Not stated | 1.026652 .4714337 0.06 0.954 .4174034 2.525172
|
pension | 1.177217 .2558259 0.75 0.453 .7689147 1.802331
_cons | 65.664 54.5371 5.04 0.000 12.89329 334.4191
-----------------------------------------------+----------------------------------------------------------------
2-3 |
age | .9861962 .0058217 -2.35 0.019 .9748516 .9976729
bmi | .9566471 .0106593 -3.98 0.000 .9359817 .9777687
dep | .6819255 .1131742 -2.31 0.021 .4925714 .9440711
|
edn |
Trade/apprenticeship | 1.425037 .2951698 1.71 0.087 .9495448 2.138634
Certificate/diploma | .7531101 .1162878 -1.84 0.066 .5564477 1.019278
Bachelor degree or higher | 1.822836 .3378584 3.24 0.001 1.267592 2.621294
|
sf1_ | .2853915 .0630546 -5.68 0.000 .1850869 .4400542
asthma | .7535789 .1304938 -1.63 0.102 .5366981 1.058102
|
pa |
Active but not sufficiently active for health | 1.037002 .1768659 0.21 0.831 .74234 1.448626
Sufficiently active for health | .6993341 .1121068 -2.23 0.026 .5107788 .9574952
|
sex | .8430427 .1086312 -1.33 0.185 .654888 1.085256
diabetes | 1.00751 .1687732 0.04 0.964 .7255384 1.399067
smoker | .8374958 .1056003 -1.41 0.160 .6541151 1.072287
anxiety | .9242658 .2212894 -0.33 0.742 .578097 1.477723
|
osteo |
Osteoporosis | .5376649 .1174422 -2.84 0.004 .3504158 .8249729
Don't know/ not stated | .5866788 .268959 -1.16 0.245 .2388761 1.440881
|
income |
$12,001 to $20,000 | 1.772012 .7006991 1.45 0.148 .8163563 3.846393
$20,001 to $40,000 | 1.449292 .5429635 0.99 0.322 .6954427 3.020303
$40,001 to $60,000 | 1.341675 .532918 0.74 0.459 .6159523 2.922453
$60,001 to $80,000 | 1.317693 .546643 0.67 0.506 .5843792 2.971214
More than $80,000 | 1.395132 .5576951 0.83 0.405 .6373133 3.054061
Not stated | .7058026 .301059 -0.82 0.414 .3059176 1.628403
|
pension | 1.00358 .1652565 0.02 0.983 .7267533 1.385852
_cons | 10.61056 7.70141 3.25 0.001 2.558086 44.01105
-----------------------------------------------+----------------------------------------------------------------
1 |
age | .9795931 .0068913 -2.93 0.003 .9661792 .9931933
bmi | .9617368 .0132121 -2.84 0.005 .9361871 .9879838
dep | .4472497 .1148906 -3.13 0.002 .2703281 .739961
|
edn |
Trade/apprenticeship | 1.379135 .3844781 1.15 0.249 .7985588 2.381806
Certificate/diploma | 1.00379 .1877769 0.02 0.984 .6956811 1.448356
Bachelor degree or higher | 2.139797 .4323633 3.76 0.000 1.44006 3.179543
|
sf1_ | .2757956 .0846773 -4.20 0.000 .1510928 .5034207
asthma | .6429028 .1423962 -1.99 0.046 .4164983 .9923787
|
pa |
Active but not sufficiently active for health | .8771243 .191287 -0.60 0.548 .5720415 1.344915
Sufficiently active for health | .8053993 .1659279 -1.05 0.294 .5378327 1.206078
|
sex | .8666268 .1344095 -0.92 0.356 .6394624 1.17449
diabetes | 1.077818 .236048 0.34 0.732 .701661 1.655629
smoker | .9058696 .1344346 -0.67 0.505 .6772423 1.211678
anxiety | .8957074 .3295407 -0.30 0.765 .4355115 1.842183
|
osteo |
Osteoporosis | .6762433 .1775105 -1.49 0.136 .4042657 1.131199
Don't know/ not stated | .3721351 .2103714 -1.75 0.080 .1228878 1.126919
|
income |
$12,001 to $20,000 | 1.027841 .5238961 0.05 0.957 .3784986 2.791181
$20,001 to $40,000 | 1.039662 .4725029 0.09 0.932 .4266191 2.533635
$40,001 to $60,000 | .9052672 .4345047 -0.21 0.836 .3533639 2.319164
$60,001 to $80,000 | 1.034682 .5195088 0.07 0.946 .3867435 2.768159
More than $80,000 | .890918 .4264127 -0.24 0.809 .3486858 2.276362
Not stated | .8089087 .4093885 -0.42 0.675 .2999899 2.181184
|
pension | 1.177691 .2653922 0.73 0.468 .757205 1.831679
_cons | 4.724545 3.761565 1.95 0.051 .9923266 22.49393
----------------------------------------------------------------------------------------------------------------
Note: _cons estimates baseline odds.
. mlogit jointcat age bmi dep i.edn sf1_ asthma i.pa sex diabetes smoker anxiety i.osteo i.income pension [pw=wt] , vce(cluster id) rrr baseoutcome(4)
Iteration 0: log pseudolikelihood = -3766.7674
Iteration 1: log pseudolikelihood = -3416.51
Iteration 2: log pseudolikelihood = -3379.5241
Iteration 3: log pseudolikelihood = -3378.7169
Iteration 4: log pseudolikelihood = -3378.7162
Iteration 5: log pseudolikelihood = -3378.7162
Multinomial logistic regression Number of obs = 2,727
Wald chi2(69) = 441.80
Prob > chi2 = 0.0000
Log pseudolikelihood = -3378.7162 Pseudo R2 = 0.1030
(Std. Err. adjusted for 2,036 clusters in id)
----------------------------------------------------------------------------------------------------------------
| Robust
jointcat | RRR Std. Err. z P>|z| [95% Conf. Interval]
-----------------------------------------------+----------------------------------------------------------------
4_6 |
age | 1.036761 .0096243 3.89 0.000 1.018068 1.055797
bmi | 1.074883 .019771 3.93 0.000 1.036822 1.11434
dep | 4.243047 1.219357 5.03 0.000 2.415803 7.452365
|
edn |
Trade/apprenticeship | .760332 .2664762 -0.78 0.434 .3825425 1.511217
Certificate/diploma | 1.136693 .302476 0.48 0.630 .6747411 1.914915
Bachelor degree or higher | .3718793 .1046642 -3.51 0.000 .2142073 .6456095
|
sf1_ | 6.797719 2.269404 5.74 0.000 3.533388 13.07781
asthma | 2.378593 .6927281 2.98 0.003 1.344067 4.209391
|
pa |
Active but not sufficiently active for health | 1.015569 .2697355 0.06 0.954 .6034343 1.709184
Sufficiently active for health | 1.593989 .4279161 1.74 0.082 .9418354 2.697712
|
sex | 1.32749 .2853553 1.32 0.188 .8710805 2.023039
diabetes | .849253 .2344682 -0.59 0.554 .4943459 1.45896
smoker | 1.363192 .2704338 1.56 0.118 .9240458 2.01104
anxiety | 1.484848 .6610965 0.89 0.375 .6204446 3.553539
|
osteo |
Osteoporosis | 2.712504 .9650428 2.80 0.005 1.350622 5.447624
Don't know/ not stated | 2.027536 1.48646 0.96 0.335 .4818609 8.531303
|
income |
$12,001 to $20,000 | .6591869 .4399156 -0.62 0.532 .1782173 2.438188
$20,001 to $40,000 | .7673286 .4694919 -0.43 0.665 .2312979 2.545606
$40,001 to $60,000 | .8153318 .5277369 -0.32 0.752 .2292874 2.89927
$60,001 to $80,000 | .7181715 .4778251 -0.50 0.619 .1949367 2.645836
More than $80,000 | .4474894 .296304 -1.21 0.225 .1222255 1.638339
Not stated | 1.393372 .9507262 0.49 0.627 .3658261 5.307125
|
pension | .7953064 .2309513 -0.79 0.430 .4501442 1.405133
_cons | .0047684 .0051108 -4.99 0.000 .0005835 .0389674
-----------------------------------------------+----------------------------------------------------------------
2_3 |
age | 1.020224 .0083316 2.45 0.014 1.004024 1.036685
bmi | 1.051763 .0164636 3.22 0.001 1.019984 1.084531
dep | 1.653601 .4134177 2.01 0.044 1.013028 2.699232
|
edn |
Trade/apprenticeship | .5892348 .173073 -1.80 0.072 .3313365 1.04787
Certificate/diploma | 1.176401 .2445243 0.78 0.434 .7827558 1.768008
Bachelor degree or higher | .4204412 .0980657 -3.71 0.000 .2661748 .6641154
|
sf1_ | 4.352846 1.49939 4.27 0.000 2.215985 8.55027
asthma | 1.407778 .338524 1.42 0.155 .8787158 2.255381
|
pa |
Active but not sufficiently active for health | 1.094137 .2489621 0.40 0.693 .7004665 1.709054
Sufficiently active for health | 1.393773 .2947881 1.57 0.116 .9207884 2.109718
|
sex | 1.107256 .1914985 0.59 0.556 .7889219 1.55404
diabetes | .954024 .2283128 -0.20 0.844 .5968339 1.524983
smoker | 1.113897 .1878848 0.64 0.523 .8003321 1.550316
anxiety | 1.227461 .4695717 0.54 0.592 .579931 2.598001
|
osteo |
Osteoporosis | 1.236368 .3336241 0.79 0.432 .7285473 2.098156
Don't know/ not stated | 3.147137 1.892815 1.91 0.057 .9682086 10.22969
|
income |
$12,001 to $20,000 | .7871697 .4505604 -0.42 0.676 .2563642 2.417015
$20,001 to $40,000 | .877213 .4572188 -0.25 0.802 .3158231 2.436499
$40,001 to $60,000 | 1.193452 .6441708 0.33 0.743 .4143481 3.437515
$60,001 to $80,000 | 1.024806 .5804651 0.04 0.965 .3376824 3.110102
More than $80,000 | 1.268613 .6803389 0.44 0.657 .443447 3.629245
Not stated | 1.636346 .970103 0.83 0.406 .5119677 5.23007
|
pension | .9057467 .2157995 -0.42 0.678 .56781 1.444809
_cons | .0702752 .0672265 -2.78 0.006 .0107777 .4582232
-----------------------------------------------+----------------------------------------------------------------
1 |
age | 1.014911 .008406 1.79 0.074 .998569 1.031521
bmi | 1.015144 .0174174 0.88 0.381 .9815745 1.049862
dep | 1.989391 .5843013 2.34 0.019 1.118703 3.537736
|
edn |
Trade/apprenticeship | .8306563 .2788478 -0.55 0.580 .4302062 1.603859
Certificate/diploma | .826352 .1859039 -0.85 0.397 .5317052 1.284279
Bachelor degree or higher | .5925781 .1424129 -2.18 0.029 .3699801 .9491018
|
sf1_ | 1.818395 .5769021 1.88 0.059 .9764203 3.38641
asthma | 1.487441 .3748721 1.58 0.115 .9076445 2.437607
|
pa |
Active but not sufficiently active for health | 1.304954 .3629822 0.96 0.339 .7565325 2.250935
Sufficiently active for health | 1.030397 .2738413 0.11 0.910 .6120501 1.734692
|
sex | .9755547 .1829759 -0.13 0.895 .6754598 1.408976
diabetes | .8844831 .2152513 -0.50 0.614 .5489563 1.425087
smoker | .9595969 .1715418 -0.23 0.818 .675965 1.362239
anxiety | 1.290782 .5440507 0.61 0.545 .5650422 2.948664
|
osteo |
Osteoporosis | .8513535 .2707415 -0.51 0.613 .4564747 1.587827
Don't know/ not stated | 2.197583 1.404351 1.23 0.218 .6280444 7.689537
|
income |
$12,001 to $20,000 | 1.620713 1.021803 0.77 0.444 .4710355 5.576462
$20,001 to $40,000 | 1.342267 .7535038 0.52 0.600 .4466866 4.033434
$40,001 to $60,000 | 1.539405 .8804714 0.75 0.451 .5017686 4.722831
$60,001 to $80,000 | 1.244647 .7473012 0.36 0.715 .3836848 4.03755
More than $80,000 | 1.466208 .8338315 0.67 0.501 .4809701 4.469648
Not stated | 1.030301 .6460677 0.05 0.962 .301442 3.521474
|
pension | .7899527 .2029652 -0.92 0.359 .4774182 1.307083
_cons | .2227356 .2165704 -1.54 0.122 .0331245 1.49772
-----------------------------------------------+----------------------------------------------------------------
0 | (base outcome)
----------------------------------------------------------------------------------------------------------------
Note: _cons estimates baseline relative risk for each outcome.
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