Table 5.
Full OLS estimates of ADL measures on MCS
Each ADL | ADL Counts | ||||||
---|---|---|---|---|---|---|---|
(1) | (2) | (3) | (4) | (5) | (6) | (7) | |
MCS | MCS | MCS | MCS | MCS | MCS | MCS | |
N | 473282 | 473282 | 473282 | 473282 | 473282 | 473282 | 473282 |
R-Squared | 0.281 | 0.279 | 0.269 | 0.276 | 0.277 | 0.273 | 0.302 |
MCS_Baseline | 0.469*** | 0.470*** | 0.473*** | 0.470*** | 0.471*** | 0.473*** | 0.461*** |
(0.00) | (0.00) | (0.00) | (0.00) | (0.00) | (0.00) | (0.00) | |
Male | 0.0491 | 0.125*** | 0.0689* | 0.0959** | 0.0916** | 0.0906** | 0.143*** |
(0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | |
Race Category | |||||||
White | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
(.) | (.) | (.) | (.) | (.) | (.) | (.) | |
Black | -0.332*** | -0.351*** | -0.381*** | -0.461*** | -0.496*** | -0.380*** | -0.440*** |
(0.06) | (0.06) | (0.06) | (0.06) | (0.06) | (0.06) | (0.06) | |
Other | -0.630*** | -0.612*** | -0.579*** | -0.676*** | -0.636*** | -0.582*** | -0.683*** |
(0.14) | (0.14) | (0.14) | (0.13) | (0.14) | (0.13) | (0.14) | |
Asian | -1.554*** | -1.551*** | -1.517*** | -1.608*** | -1.569*** | -1.479*** | -1.533*** |
(0.25) | (0.26) | (0.26) | (0.25) | (0.26) | (0.25) | (0.26) | |
Hispanic | -1.336*** | -1.271*** | -1.319*** | -1.311*** | -1.362*** | -1.323*** | -1.222*** |
(0.13) | (0.13) | (0.13) | (0.13) | (0.13) | (0.13) | (0.13) | |
American Native | -0.747* | -0.745* | -0.782* | -0.761* | -0.715* | -0.827* | -0.655* |
(0.33) | (0.34) | (0.33) | (0.34) | (0.34) | (0.33) | (0.33) | |
Unknown | -0.0378 | -0.0135 | -0.0384 | -0.136 | -0.188 | -0.0831 | -0.128 |
(0.21) | (0.21) | (0.21) | (0.21) | (0.21) | (0.21) | (0.21) | |
Education Category | |||||||
<High School | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
(.) | (.) | (.) | (.) | (.) | (.) | (.) | |
High Schoor or GED | 0.888*** | 0.907*** | 0.941*** | 0.949*** | 0.914*** | 0.936*** | 0.840*** |
(0.04) | (0.04) | (0.04) | (0.04) | (0.04) | (0.04) | (0.04) | |
Some College or 2 year degree | 1.127*** | 1.166*** | 1.189*** | 1.206*** | 1.156*** | 1.196*** | 1.090*** |
(0.04) | (0.04) | (0.04) | (0.04) | (0.04) | (0.04) | (0.04) | |
Four Year College Degree or More | 1.230*** | 1.274*** | 1.298*** | 1.316*** | 1.238*** | 1.307*** | 1.174*** |
(0.04) | (0.05) | (0.05) | (0.05) | (0.05) | (0.05) | (0.04) | |
Missing | 0.599*** | 0.632*** | 0.677*** | 0.665*** | 0.608*** | 0.669*** | 0.612*** |
(0.13) | (0.13) | (0.13) | (0.13) | (0.13) | (0.13) | (0.13) | |
Income Category | |||||||
<$10,000 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
(.) | (.) | (.) | (.) | (.) | (.) | (.) | |
$10,000-$19,999 | 0.453*** | 0.486*** | 0.497*** | 0.511*** | 0.515*** | 0.488*** | 0.415*** |
(0.07) | (0.07) | (0.07) | (0.07) | (0.07) | (0.07) | (0.07) | |
20000-29999 | 0.799*** | 0.841*** | 0.869*** | 0.863*** | 0.852*** | 0.862*** | 0.733*** |
(0.07) | (0.07) | (0.07) | (0.07) | (0.07) | (0.07) | (0.07) | |
30000-49999 | 1.121*** | 1.178*** | 1.210*** | 1.181*** | 1.158*** | 1.201*** | 1.025*** |
(0.07) | (0.07) | (0.07) | (0.07) | (0.07) | (0.07) | (0.07) | |
>50000 | 1.487*** | 1.543*** | 1.595*** | 1.524*** | 1.490*** | 1.576*** | 1.343*** |
(0.07) | (0.07) | (0.07) | (0.07) | (0.07) | (0.07) | (0.07) | |
Don't Know | 0.756*** | 0.787*** | 0.785*** | 0.757*** | 0.755*** | 0.799*** | 0.681*** |
(0.07) | (0.07) | (0.07) | (0.07) | (0.07) | (0.07) | (0.07) | |
Missing | 1.254*** | 1.300*** | 1.330*** | 1.306*** | 1.292*** | 1.335*** | 1.166*** |
(0.07) | (0.07) | (0.07) | (0.07) | (0.07) | (0.07) | (0.07) | |
Marital Status | |||||||
Married | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
(.) | (.) | (.) | (.) | (.) | (.) | (.) | |
Divorced | 0.238*** | 0.219*** | 0.280*** | 0.246*** | 0.246*** | 0.261*** | 0.189*** |
(0.04) | (0.04) | (0.04) | (0.04) | (0.04) | (0.04) | (0.04) | |
Separated | -0.0561 | -0.0302 | 0.0317 | -0.00125 | 0.00732 | 0.00686 | -0.0312 |
(0.14) | (0.14) | (0.14) | (0.14) | (0.14) | (0.14) | (0.14) | |
Widowed | 0.657*** | 0.591*** | 0.599*** | 0.641*** | 0.698*** | 0.612*** | 0.689*** |
(0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | |
Never Married | 0.253*** | 0.201** | 0.260*** | 0.245*** | 0.234*** | 0.250*** | 0.210** |
(0.07) | (0.07) | (0.07) | (0.07) | (0.07) | (0.07) | (0.07) | |
Missing | 0.622*** | 0.558*** | 0.623*** | 0.673*** | 0.675*** | 0.607*** | 0.606*** |
(0.14) | (0.14) | (0.14) | (0.14) | (0.14) | (0.14) | (0.14) | |
Medical History | |||||||
Hypertension | -0.0462* | -0.0577* | -0.0595* | -0.0335 | 0.0355 | -0.0587* | -0.00416 |
(0.02) | (0.02) | (0.02) | (0.02) | (0.02) | (0.02) | (0.02) | |
Angina/Coronary Artery Disease | -0.252*** | -0.271*** | -0.262*** | -0.257*** | -0.183*** | -0.284*** | -0.212*** |
(0.05) | (0.05) | (0.05) | (0.05) | (0.05) | (0.05) | (0.05) | |
Congestive Heart Failure | -0.458*** | -0.521*** | -0.587*** | -0.517*** | -0.395*** | -0.543*** | -0.326*** |
(0.07) | (0.07) | (0.07) | (0.07) | (0.07) | (0.07) | (0.07) | |
Myocardial Infarction Question | -0.0771 | -0.0833 | -0.111* | -0.0764 | -0.0423 | -0.104* | -0.0249 |
(0.05) | (0.05) | (0.05) | (0.05) | (0.05) | (0.05) | (0.05) | |
Other Heart Conditions Question | -0.161*** | -0.169*** | -0.191*** | -0.111*** | -0.0870** | -0.175*** | -0.0829** |
(0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | |
Stroke | -0.427*** | -0.472*** | -0.547*** | -0.425*** | -0.382*** | -0.532*** | -0.235*** |
(0.06) | (0.06) | (0.06) | (0.06) | (0.06) | (0.06) | (0.06) | |
COPD | -0.309*** | -0.382*** | -0.431*** | -0.395*** | -0.241*** | -0.437*** | -0.243*** |
(0.04) | (0.04) | (0.04) | (0.04) | (0.04) | (0.04) | (0.04) | |
Inflammatory Bowel Disease | -0.870*** | -0.856*** | -0.853*** | -0.831*** | -0.839*** | -0.833*** | -0.807*** |
(0.07) | (0.07) | (0.07) | (0.07) | (0.07) | (0.07) | (0.07) | |
Arthritis of Hip/Knee | -0.102*** | -0.113*** | -0.177*** | 0.0510 | 0.130*** | -0.126*** | 0.140*** |
(0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | |
Arthritis of Hand/Wrist | -0.340*** | -0.333*** | -0.343*** | -0.294*** | -0.302*** | -0.348*** | -0.269*** |
(0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | |
Osteoporosis | -0.273*** | -0.294*** | -0.319*** | -0.266*** | -0.256*** | -0.297*** | -0.231*** |
(0.04) | (0.04) | (0.04) | (0.04) | (0.04) | (0.04) | (0.04) | |
Sciatica | -0.432*** | -0.437*** | -0.462*** | -0.384*** | -0.311*** | -0.441*** | -0.318*** |
(0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | |
Diabetes | -0.313*** | -0.332*** | -0.362*** | -0.287*** | -0.256*** | -0.346*** | -0.225*** |
(0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | |
Any Cancer | -0.0151 | -0.0238 | -0.0126 | -0.0111 | 0.0172 | -0.0318 | 0.0268 |
(0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | |
Hypertension_Missing | -0.0542 | -0.0668 | -0.0558 | -0.0909 | -0.101 | -0.0621 | -0.0643 |
(0.16) | (0.16) | (0.16) | (0.16) | (0.16) | (0.16) | (0.15) | |
Angina/Coronary Artery Disease_Missing | -0.138 | -0.184 | -0.182 | -0.185 | -0.180 | -0.174 | -0.159 |
(0.14) | (0.14) | (0.14) | (0.14) | (0.14) | (0.13) | (0.13) | |
Congestive Heart Failure_Missing | 0.110 | 0.158 | 0.162 | 0.0801 | 0.134 | 0.146 | 0.101 |
(0.14) | (0.14) | (0.14) | (0.14) | (0.14) | (0.14) | (0.14) | |
Myocardial Infarction Question_Missing | 0.0627 | 0.0874 | 0.0315 | 0.0584 | 0.0456 | 0.0374 | 0.115 |
(0.16) | (0.17) | (0.16) | (0.16) | (0.16) | (0.16) | (0.16) | |
Other Heart Conditions Question_Missing | -0.369** | -0.350* | -0.412** | -0.352** | -0.362** | -0.349* | -0.357** |
(0.14) | (0.14) | (0.14) | (0.13) | (0.13) | (0.14) | (0.13) | |
Stroke_Missing | -0.328 | -0.336 | -0.326 | -0.359* | -0.341 | -0.353 | -0.307 |
(0.18) | (0.18) | (0.18) | (0.18) | (0.18) | (0.18) | (0.18) | |
COPD_Missing | 0.0833 | 0.0297 | 0.0664 | 0.0850 | 0.105 | 0.0739 | 0.0820 |
(0.18) | (0.18) | (0.18) | (0.18) | (0.18) | (0.18) | (0.18) | |
Inflammatory Bowel Disease_Missing | -0.441** | -0.407** | -0.439** | -0.440** | -0.419** | -0.429** | -0.429** |
(0.14) | (0.14) | (0.14) | (0.14) | (0.13) | (0.14) | (0.14) | |
Arthritis of Hip/Knee_Missing | -0.349* | -0.322* | -0.350* | -0.260 | -0.237 | -0.375** | -0.216 |
(0.14) | (0.14) | (0.14) | (0.14) | (0.14) | (0.14) | (0.14) | |
Arthritis of Hand/Wrist_Missing | 0.00572 | -0.0161 | -0.0130 | 0.00754 | -0.00123 | -0.0300 | 0.0255 |
(0.12) | (0.12) | (0.12) | (0.12) | (0.12) | (0.13) | (0.12) | |
Osteoporosis_Missing | -0.344* | -0.395** | -0.387** | -0.329* | -0.346* | -0.381** | -0.339** |
(0.13) | (0.13) | (0.14) | (0.13) | (0.13) | (0.13) | (0.13) | |
Sciatica_Missing | -0.176 | -0.147 | -0.179 | -0.151 | -0.0944 | -0.143 | -0.125 |
(0.14) | (0.14) | (0.14) | (0.14) | (0.14) | (0.14) | (0.13) | |
Diabetes_Missing | -0.114 | -0.0676 | -0.143 | -0.125 | -0.0910 | -0.128 | -0.110 |
(0.16) | (0.16) | (0.16) | (0.16) | (0.16) | (0.16) | (0.16) | |
Any Cancer_Missing | -0.273 | -0.263 | -0.225 | -0.242 | -0.246 | -0.250 | -0.260 |
(0.17) | (0.17) | (0.17) | (0.17) | (0.17) | (0.17) | (0.17) | |
Housing Category | |||||||
Owned or being bought by you | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
(.) | (.) | (.) | (.) | (.) | (.) | (.) | |
Owned or being bought by someone in your family | -0.178** | -0.207*** | -0.236*** | -0.207*** | -0.180*** | -0.225*** | -0.115* |
(0.05) | (0.05) | (0.05) | (0.05) | (0.05) | (0.05) | (0.05) | |
Rented for money | -0.361*** | -0.395*** | -0.417*** | -0.386*** | -0.337*** | -0.394*** | -0.292*** |
(0.05) | (0.05) | (0.05) | (0.05) | (0.05) | (0.05) | (0.05) | |
Live without payment of rent | -0.268** | -0.270* | -0.324** | -0.266* | -0.288** | -0.326** | -0.214* |
(0.10) | (0.10) | (0.10) | (0.10) | (0.10) | (0.10) | (0.10) | |
None of the above | -0.682*** | -0.705*** | -0.718*** | -0.708*** | -0.679*** | -0.692*** | -0.632*** |
(0.07) | (0.07) | (0.07) | (0.07) | (0.07) | (0.07) | (0.07) | |
Missing | -0.201* | -0.206* | -0.247* | -0.202* | -0.174 | -0.217* | -0.142 |
(0.09) | (0.10) | (0.10) | (0.10) | (0.10) | (0.10) | (0.10) | |
BMI Category | |||||||
Underweight ( < 20) | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
(.) | (.) | (.) | (.) | (.) | (.) | (.) | |
Normal (20-24) | 0.223*** | 0.256*** | 0.246*** | 0.324*** | 0.291*** | 0.309*** | 0.208*** |
(0.06) | (0.06) | (0.06) | (0.06) | (0.06) | (0.06) | (0.06) | |
Overweight (25-29) | 0.421*** | 0.469*** | 0.454*** | 0.605*** | 0.573*** | 0.537*** | 0.459*** |
(0.06) | (0.06) | (0.06) | (0.06) | (0.06) | (0.06) | (0.06) | |
Obese (30-34) | 0.545*** | 0.598*** | 0.546*** | 0.803*** | 0.805*** | 0.659*** | 0.686*** |
(0.06) | (0.06) | (0.06) | (0.06) | (0.06) | (0.06) | (0.06) | |
Morbid Obesity (>=35) | 0.724*** | 0.765*** | 0.653*** | 1.045*** | 1.146*** | 0.807*** | 1.015*** |
(0.08) | (0.08) | (0.08) | (0.08) | (0.08) | (0.08) | (0.08) | |
Missing | 0.155 | 0.206 | 0.140 | 0.328** | 0.319** | 0.259* | 0.270* |
(0.11) | (0.11) | (0.11) | (0.11) | (0.11) | (0.11) | (0.11) | |
Current Smoker | -0.661*** | -0.705*** | -0.668*** | -0.732*** | -0.607*** | -0.699*** | -0.645*** |
(0.04) | (0.04) | (0.04) | (0.04) | (0.04) | (0.04) | (0.04) | |
Current Smoker_Missing | 0.0593 | 0.0597 | 0.0393 | 0.0404 | 0.0419 | 0.0488 | 0.0317 |
(0.14) | (0.14) | (0.14) | (0.14) | (0.14) | (0.14) | (0.13) | |
Bone Density Test for Osteoporosis | 0.193*** | 0.226*** | 0.230*** | 0.224*** | 0.218*** | 0.235*** | 0.186*** |
(0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | |
Bone Density Test for Osteoporosis_Missing | -0.261** | -0.240* | -0.282** | -0.278** | -0.313** | -0.282** | -0.262** |
(0.10) | (0.10) | (0.10) | (0.10) | (0.10) | (0.10) | (0.09) | |
Urine Leakage | -0.589*** | -0.594*** | -0.636*** | -0.509*** | -0.513*** | -0.592*** | -0.460*** |
(0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | |
Urine Leakage_Missing | -0.513*** | -0.497*** | -0.518*** | -0.490*** | -0.472*** | -0.517*** | -0.423*** |
(0.11) | (0.11) | (0.11) | (0.11) | (0.10) | (0.11) | (0.10) | |
Talked with Doctor About Physical Activities | 0.155*** | 0.175*** | 0.194*** | 0.164*** | 0.147*** | 0.181*** | 0.132*** |
(0.02) | (0.03) | (0.02) | (0.02) | (0.02) | (0.02) | (0.02) | |
Talked with Doctor About Physical Activities_Missing | 0.0273 | 0.0383 | 0.0442 | 0.0251 | 0.0212 | 0.0348 | 0.00178 |
(0.08) | (0.08) | (0.08) | (0.08) | (0.08) | (0.08) | (0.08) | |
ADL Items | |||||||
Bathing | -7.931*** | ||||||
(0.09) | |||||||
Dressing | -8.718*** | ||||||
(0.10) | |||||||
Eating | -10.13*** | ||||||
(0.15) | |||||||
Getting In/Out of Chairs | -5.340*** | ||||||
(0.06) | |||||||
Walking | -4.368*** | ||||||
(0.05) | |||||||
Using the Toilet | -8.992*** | ||||||
(0.11) | |||||||
ADL Scale | |||||||
0 | 0 | ||||||
(.) | |||||||
1 | -2.293*** | ||||||
(0.05) | |||||||
2 | -4.278*** | ||||||
(0.07) | |||||||
3 | -6.707*** | ||||||
(0.13) | |||||||
4 | -9.397*** | ||||||
(0.17) | |||||||
5 | -11.80*** | ||||||
(0.22) | |||||||
6 | -13.36*** | ||||||
(0.22) | |||||||
Benefit Duration Less than 1 Year | -0.0816** | -0.0810** | -0.0750** | -0.0930*** | -0.107*** | -0.0746** | -0.104*** |
(0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | (0.03) | |
Plan Duration Less than 5 Year | 0.00172 | 0.0116 | 0.0144 | 0.00296 | -0.00632 | 0.00208 | -0.00469 |
(0.04) | (0.04) | (0.04) | (0.04) | (0.04) | (0.04) | (0.04) | |
Year Trend | 0.158*** | 0.157*** | 0.161*** | 0.152*** | 0.159*** | 0.156*** | 0.148*** |
(0.01) | (0.01) | (0.01) | (0.01) | (0.01) | (0.01) | (0.01) | |
Constant | 26.71*** | 26.46*** | 26.60*** | 26.66*** | 26.43*** | 27.65*** | |
(0.16) | (0.16) | (0.15) | (0.16) | (0.16) | (0.15) |