Hierarchical logistic regressions of beneficial online activities based on in-home internet, computer, and smartphone access.
2021 . | 2023 . | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
B . | SE . | Wald . | p . | OR . | B . | SE . | Wald . | p . | OR . | ||
a. Outcome Variable: Job Searches | |||||||||||
Yes = 6,484; No = 30,075 | Yes = 6,167; No = 30,481 | ||||||||||
Step 1: Sociodemographic Controls | χ²(22) = 4292.55, p < .001; Nagelkerke R2 = .18 | χ²(22) = 4400.28, p < .001; Nagelkerke R2 = .19 | |||||||||
Step 2: Access Variables | Δχ2(3) = 62.00, p < .001; ΔNagelkerke R2 = .003 | Δχ2(3) = 47.05, p < .001; ΔNagelkerke R2 = .002 | |||||||||
Home Internet | 0.13* | 0.05 | 5.22 | .02 | 1.13 | 0.01 | 0.05 | 0.05 | .82 | 1.01 | |
Computer | 0.28*** | 0.05 | 32.12 | <.001 | 1.32 | 0.31*** | 0.05 | 40.66 | <.001 | 1.37 | |
Smartphone | 0.15* | 0.08 | 4.22 | .04 | 1.17 | 0.03 | 0.08 | 0.13 | .72 | 1.03 | |
b. Outcome Variable: Government Resources | |||||||||||
Yes = 13,868; No = 22,691 | Yes = 14,436; No = 22,212 | ||||||||||
Step 1: Sociodemographic Controls | χ²(22) = 2301.51, p < .001; Nagelkerke R2 = .08 | χ²(22) = 2848.79, p < .001; Nagelkerke R2 = .10 | |||||||||
Step 2: Access Variables | Δχ2(3) = 344.16, p < .001; ΔNagelkerke R2 = .01 | Δχ2(3) = 382.80, p < .001; ΔNagelkerke R2 = .01 | |||||||||
Home Internet | 0.32*** | 0.04 | 56.89 | <.001 | 1.37 | 0.34*** | 0.04 | 63.22 | <.001 | 1.40 | |
Computer | 0.43*** | 0.04 | 139.39 | <.001 | 1.54 | 0.50*** | 0.04 | 198.55 | <.001 | 1.64 | |
Smartphone | 0.27*** | 0.05 | 29.14 | <.001 | 1.30 | 0.18** | 0.06 | 10.61 | .001 | 1.20 | |
c. Outcome Variable: Health Information Seeking | |||||||||||
Yes = 39,737; No = 33,237 | Yes = 41,616; No = 31,713 | ||||||||||
Step 1: Sociodemographic Controls | χ²(22) = 5634.41, p < .001; Nagelkerke R2 = .10 | χ²(22) = 6301.29, p < .001; Nagelkerke R2 = .11 | |||||||||
Step 2: Access Variables | Δχ2(3) = 1553.08, p < .001; ΔNagelkerke R2 = .03 | Δχ2(3) = 1663.76 p < .001; ΔNagelkerke R2 = .03 | |||||||||
Home Internet | 0.48*** | 0.03 | 274.57 | <.001 | 1.61 | 0.52*** | 0.03 | 323.87 | <.001 | 1.68 | |
Computer | 0.62*** | 0.03 | 626.19 | <.001 | 1.86 | 0.65*** | 0.02 | 767.83 | <.001 | 1.92 | |
Smartphone | 0.35*** | 0.03 | 108.33 | <.001 | 1.42 | 0.33*** | 0.04 | 75.67 | <.001 | 1.39 | |
d. Outcome Variable: Patient-Provider Communication | |||||||||||
Yes = 35,897; No = 37,077 | Yes = 38,197; No = 35,132 | ||||||||||
Step 1: Sociodemographic Controls | χ²(22) = 5787.80, p < .001; Nagelkerke R2 = .10 | χ²(22) = 5983.24, p < .001; Nagelkerke R2 = .11 | |||||||||
Step 2: Access Variables | Δχ2(3) = 1533.87, p < .001; ΔNagelkerke R2 = .03 | Δχ2(3) = 1768.45, p < .001; ΔNagelkerke R2 = .03 | |||||||||
Home Internet | 0.54*** | 0.03 | 326.75 | <.001 | 1.72 | 0.60*** | 0.03 | 388.15 | <.001 | 1.81 | |
Computer | 0.52*** | 0.03 | 414.83 | <.001 | 1.68 | 0.67*** | 0.02 | 764.44 | <.001 | 1.95 | |
Smartphone | 0.55*** | 0.04 | 240.95 | <.001 | 1.73 | 0.31*** | 0.04 | 64.92 | <.001 | 1.37 | |
e. Outcome Variable: Medical Records | |||||||||||
Yes = 39,651; No = 33,323 | Yes = 44,543; No = 28,786 | ||||||||||
Step 1: Sociodemographic Controls | χ²(22) = 9050.82, p < .001; NagelkerkeR2 = .16 | χ²(22) = 9049.09, p < .001; Nagelkerke R2 = .16 | |||||||||
Step 2: Access Variables | Δχ2(3) = 2022.84, p < .001; ΔNagelkerke R2 = .03 | Δχ2(3) = 2252.79 p < .001; ΔNagelkerke R2 = .04 | |||||||||
Home Internet | 0.59*** | 0.03 | 382.16 | <.001 | 1.80 | 0.62*** | 0.03 | 443.36 | <.001 | 1.86 | |
Computer | 0.70*** | 0.03 | 740.81 | <.001 | 2.02 | 0.77*** | 0.02 | 1046.44 | <.001 | 2.16 | |
Smartphone | 0.47*** | 0.04 | 177.86 | <.001 | 1.59 | 0.38*** | 0.04 | 98.71 | <.001 | 1.47 |
2021 . | 2023 . | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
B . | SE . | Wald . | p . | OR . | B . | SE . | Wald . | p . | OR . | ||
a. Outcome Variable: Job Searches | |||||||||||
Yes = 6,484; No = 30,075 | Yes = 6,167; No = 30,481 | ||||||||||
Step 1: Sociodemographic Controls | χ²(22) = 4292.55, p < .001; Nagelkerke R2 = .18 | χ²(22) = 4400.28, p < .001; Nagelkerke R2 = .19 | |||||||||
Step 2: Access Variables | Δχ2(3) = 62.00, p < .001; ΔNagelkerke R2 = .003 | Δχ2(3) = 47.05, p < .001; ΔNagelkerke R2 = .002 | |||||||||
Home Internet | 0.13* | 0.05 | 5.22 | .02 | 1.13 | 0.01 | 0.05 | 0.05 | .82 | 1.01 | |
Computer | 0.28*** | 0.05 | 32.12 | <.001 | 1.32 | 0.31*** | 0.05 | 40.66 | <.001 | 1.37 | |
Smartphone | 0.15* | 0.08 | 4.22 | .04 | 1.17 | 0.03 | 0.08 | 0.13 | .72 | 1.03 | |
b. Outcome Variable: Government Resources | |||||||||||
Yes = 13,868; No = 22,691 | Yes = 14,436; No = 22,212 | ||||||||||
Step 1: Sociodemographic Controls | χ²(22) = 2301.51, p < .001; Nagelkerke R2 = .08 | χ²(22) = 2848.79, p < .001; Nagelkerke R2 = .10 | |||||||||
Step 2: Access Variables | Δχ2(3) = 344.16, p < .001; ΔNagelkerke R2 = .01 | Δχ2(3) = 382.80, p < .001; ΔNagelkerke R2 = .01 | |||||||||
Home Internet | 0.32*** | 0.04 | 56.89 | <.001 | 1.37 | 0.34*** | 0.04 | 63.22 | <.001 | 1.40 | |
Computer | 0.43*** | 0.04 | 139.39 | <.001 | 1.54 | 0.50*** | 0.04 | 198.55 | <.001 | 1.64 | |
Smartphone | 0.27*** | 0.05 | 29.14 | <.001 | 1.30 | 0.18** | 0.06 | 10.61 | .001 | 1.20 | |
c. Outcome Variable: Health Information Seeking | |||||||||||
Yes = 39,737; No = 33,237 | Yes = 41,616; No = 31,713 | ||||||||||
Step 1: Sociodemographic Controls | χ²(22) = 5634.41, p < .001; Nagelkerke R2 = .10 | χ²(22) = 6301.29, p < .001; Nagelkerke R2 = .11 | |||||||||
Step 2: Access Variables | Δχ2(3) = 1553.08, p < .001; ΔNagelkerke R2 = .03 | Δχ2(3) = 1663.76 p < .001; ΔNagelkerke R2 = .03 | |||||||||
Home Internet | 0.48*** | 0.03 | 274.57 | <.001 | 1.61 | 0.52*** | 0.03 | 323.87 | <.001 | 1.68 | |
Computer | 0.62*** | 0.03 | 626.19 | <.001 | 1.86 | 0.65*** | 0.02 | 767.83 | <.001 | 1.92 | |
Smartphone | 0.35*** | 0.03 | 108.33 | <.001 | 1.42 | 0.33*** | 0.04 | 75.67 | <.001 | 1.39 | |
d. Outcome Variable: Patient-Provider Communication | |||||||||||
Yes = 35,897; No = 37,077 | Yes = 38,197; No = 35,132 | ||||||||||
Step 1: Sociodemographic Controls | χ²(22) = 5787.80, p < .001; Nagelkerke R2 = .10 | χ²(22) = 5983.24, p < .001; Nagelkerke R2 = .11 | |||||||||
Step 2: Access Variables | Δχ2(3) = 1533.87, p < .001; ΔNagelkerke R2 = .03 | Δχ2(3) = 1768.45, p < .001; ΔNagelkerke R2 = .03 | |||||||||
Home Internet | 0.54*** | 0.03 | 326.75 | <.001 | 1.72 | 0.60*** | 0.03 | 388.15 | <.001 | 1.81 | |
Computer | 0.52*** | 0.03 | 414.83 | <.001 | 1.68 | 0.67*** | 0.02 | 764.44 | <.001 | 1.95 | |
Smartphone | 0.55*** | 0.04 | 240.95 | <.001 | 1.73 | 0.31*** | 0.04 | 64.92 | <.001 | 1.37 | |
e. Outcome Variable: Medical Records | |||||||||||
Yes = 39,651; No = 33,323 | Yes = 44,543; No = 28,786 | ||||||||||
Step 1: Sociodemographic Controls | χ²(22) = 9050.82, p < .001; NagelkerkeR2 = .16 | χ²(22) = 9049.09, p < .001; Nagelkerke R2 = .16 | |||||||||
Step 2: Access Variables | Δχ2(3) = 2022.84, p < .001; ΔNagelkerke R2 = .03 | Δχ2(3) = 2252.79 p < .001; ΔNagelkerke R2 = .04 | |||||||||
Home Internet | 0.59*** | 0.03 | 382.16 | <.001 | 1.80 | 0.62*** | 0.03 | 443.36 | <.001 | 1.86 | |
Computer | 0.70*** | 0.03 | 740.81 | <.001 | 2.02 | 0.77*** | 0.02 | 1046.44 | <.001 | 2.16 | |
Smartphone | 0.47*** | 0.04 | 177.86 | <.001 | 1.59 | 0.38*** | 0.04 | 98.71 | <.001 | 1.47 |
Hierarchical logistic regressions of beneficial online activities based on in-home internet, computer, and smartphone access.
2021 . | 2023 . | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
B . | SE . | Wald . | p . | OR . | B . | SE . | Wald . | p . | OR . | ||
a. Outcome Variable: Job Searches | |||||||||||
Yes = 6,484; No = 30,075 | Yes = 6,167; No = 30,481 | ||||||||||
Step 1: Sociodemographic Controls | χ²(22) = 4292.55, p < .001; Nagelkerke R2 = .18 | χ²(22) = 4400.28, p < .001; Nagelkerke R2 = .19 | |||||||||
Step 2: Access Variables | Δχ2(3) = 62.00, p < .001; ΔNagelkerke R2 = .003 | Δχ2(3) = 47.05, p < .001; ΔNagelkerke R2 = .002 | |||||||||
Home Internet | 0.13* | 0.05 | 5.22 | .02 | 1.13 | 0.01 | 0.05 | 0.05 | .82 | 1.01 | |
Computer | 0.28*** | 0.05 | 32.12 | <.001 | 1.32 | 0.31*** | 0.05 | 40.66 | <.001 | 1.37 | |
Smartphone | 0.15* | 0.08 | 4.22 | .04 | 1.17 | 0.03 | 0.08 | 0.13 | .72 | 1.03 | |
b. Outcome Variable: Government Resources | |||||||||||
Yes = 13,868; No = 22,691 | Yes = 14,436; No = 22,212 | ||||||||||
Step 1: Sociodemographic Controls | χ²(22) = 2301.51, p < .001; Nagelkerke R2 = .08 | χ²(22) = 2848.79, p < .001; Nagelkerke R2 = .10 | |||||||||
Step 2: Access Variables | Δχ2(3) = 344.16, p < .001; ΔNagelkerke R2 = .01 | Δχ2(3) = 382.80, p < .001; ΔNagelkerke R2 = .01 | |||||||||
Home Internet | 0.32*** | 0.04 | 56.89 | <.001 | 1.37 | 0.34*** | 0.04 | 63.22 | <.001 | 1.40 | |
Computer | 0.43*** | 0.04 | 139.39 | <.001 | 1.54 | 0.50*** | 0.04 | 198.55 | <.001 | 1.64 | |
Smartphone | 0.27*** | 0.05 | 29.14 | <.001 | 1.30 | 0.18** | 0.06 | 10.61 | .001 | 1.20 | |
c. Outcome Variable: Health Information Seeking | |||||||||||
Yes = 39,737; No = 33,237 | Yes = 41,616; No = 31,713 | ||||||||||
Step 1: Sociodemographic Controls | χ²(22) = 5634.41, p < .001; Nagelkerke R2 = .10 | χ²(22) = 6301.29, p < .001; Nagelkerke R2 = .11 | |||||||||
Step 2: Access Variables | Δχ2(3) = 1553.08, p < .001; ΔNagelkerke R2 = .03 | Δχ2(3) = 1663.76 p < .001; ΔNagelkerke R2 = .03 | |||||||||
Home Internet | 0.48*** | 0.03 | 274.57 | <.001 | 1.61 | 0.52*** | 0.03 | 323.87 | <.001 | 1.68 | |
Computer | 0.62*** | 0.03 | 626.19 | <.001 | 1.86 | 0.65*** | 0.02 | 767.83 | <.001 | 1.92 | |
Smartphone | 0.35*** | 0.03 | 108.33 | <.001 | 1.42 | 0.33*** | 0.04 | 75.67 | <.001 | 1.39 | |
d. Outcome Variable: Patient-Provider Communication | |||||||||||
Yes = 35,897; No = 37,077 | Yes = 38,197; No = 35,132 | ||||||||||
Step 1: Sociodemographic Controls | χ²(22) = 5787.80, p < .001; Nagelkerke R2 = .10 | χ²(22) = 5983.24, p < .001; Nagelkerke R2 = .11 | |||||||||
Step 2: Access Variables | Δχ2(3) = 1533.87, p < .001; ΔNagelkerke R2 = .03 | Δχ2(3) = 1768.45, p < .001; ΔNagelkerke R2 = .03 | |||||||||
Home Internet | 0.54*** | 0.03 | 326.75 | <.001 | 1.72 | 0.60*** | 0.03 | 388.15 | <.001 | 1.81 | |
Computer | 0.52*** | 0.03 | 414.83 | <.001 | 1.68 | 0.67*** | 0.02 | 764.44 | <.001 | 1.95 | |
Smartphone | 0.55*** | 0.04 | 240.95 | <.001 | 1.73 | 0.31*** | 0.04 | 64.92 | <.001 | 1.37 | |
e. Outcome Variable: Medical Records | |||||||||||
Yes = 39,651; No = 33,323 | Yes = 44,543; No = 28,786 | ||||||||||
Step 1: Sociodemographic Controls | χ²(22) = 9050.82, p < .001; NagelkerkeR2 = .16 | χ²(22) = 9049.09, p < .001; Nagelkerke R2 = .16 | |||||||||
Step 2: Access Variables | Δχ2(3) = 2022.84, p < .001; ΔNagelkerke R2 = .03 | Δχ2(3) = 2252.79 p < .001; ΔNagelkerke R2 = .04 | |||||||||
Home Internet | 0.59*** | 0.03 | 382.16 | <.001 | 1.80 | 0.62*** | 0.03 | 443.36 | <.001 | 1.86 | |
Computer | 0.70*** | 0.03 | 740.81 | <.001 | 2.02 | 0.77*** | 0.02 | 1046.44 | <.001 | 2.16 | |
Smartphone | 0.47*** | 0.04 | 177.86 | <.001 | 1.59 | 0.38*** | 0.04 | 98.71 | <.001 | 1.47 |
2021 . | 2023 . | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
B . | SE . | Wald . | p . | OR . | B . | SE . | Wald . | p . | OR . | ||
a. Outcome Variable: Job Searches | |||||||||||
Yes = 6,484; No = 30,075 | Yes = 6,167; No = 30,481 | ||||||||||
Step 1: Sociodemographic Controls | χ²(22) = 4292.55, p < .001; Nagelkerke R2 = .18 | χ²(22) = 4400.28, p < .001; Nagelkerke R2 = .19 | |||||||||
Step 2: Access Variables | Δχ2(3) = 62.00, p < .001; ΔNagelkerke R2 = .003 | Δχ2(3) = 47.05, p < .001; ΔNagelkerke R2 = .002 | |||||||||
Home Internet | 0.13* | 0.05 | 5.22 | .02 | 1.13 | 0.01 | 0.05 | 0.05 | .82 | 1.01 | |
Computer | 0.28*** | 0.05 | 32.12 | <.001 | 1.32 | 0.31*** | 0.05 | 40.66 | <.001 | 1.37 | |
Smartphone | 0.15* | 0.08 | 4.22 | .04 | 1.17 | 0.03 | 0.08 | 0.13 | .72 | 1.03 | |
b. Outcome Variable: Government Resources | |||||||||||
Yes = 13,868; No = 22,691 | Yes = 14,436; No = 22,212 | ||||||||||
Step 1: Sociodemographic Controls | χ²(22) = 2301.51, p < .001; Nagelkerke R2 = .08 | χ²(22) = 2848.79, p < .001; Nagelkerke R2 = .10 | |||||||||
Step 2: Access Variables | Δχ2(3) = 344.16, p < .001; ΔNagelkerke R2 = .01 | Δχ2(3) = 382.80, p < .001; ΔNagelkerke R2 = .01 | |||||||||
Home Internet | 0.32*** | 0.04 | 56.89 | <.001 | 1.37 | 0.34*** | 0.04 | 63.22 | <.001 | 1.40 | |
Computer | 0.43*** | 0.04 | 139.39 | <.001 | 1.54 | 0.50*** | 0.04 | 198.55 | <.001 | 1.64 | |
Smartphone | 0.27*** | 0.05 | 29.14 | <.001 | 1.30 | 0.18** | 0.06 | 10.61 | .001 | 1.20 | |
c. Outcome Variable: Health Information Seeking | |||||||||||
Yes = 39,737; No = 33,237 | Yes = 41,616; No = 31,713 | ||||||||||
Step 1: Sociodemographic Controls | χ²(22) = 5634.41, p < .001; Nagelkerke R2 = .10 | χ²(22) = 6301.29, p < .001; Nagelkerke R2 = .11 | |||||||||
Step 2: Access Variables | Δχ2(3) = 1553.08, p < .001; ΔNagelkerke R2 = .03 | Δχ2(3) = 1663.76 p < .001; ΔNagelkerke R2 = .03 | |||||||||
Home Internet | 0.48*** | 0.03 | 274.57 | <.001 | 1.61 | 0.52*** | 0.03 | 323.87 | <.001 | 1.68 | |
Computer | 0.62*** | 0.03 | 626.19 | <.001 | 1.86 | 0.65*** | 0.02 | 767.83 | <.001 | 1.92 | |
Smartphone | 0.35*** | 0.03 | 108.33 | <.001 | 1.42 | 0.33*** | 0.04 | 75.67 | <.001 | 1.39 | |
d. Outcome Variable: Patient-Provider Communication | |||||||||||
Yes = 35,897; No = 37,077 | Yes = 38,197; No = 35,132 | ||||||||||
Step 1: Sociodemographic Controls | χ²(22) = 5787.80, p < .001; Nagelkerke R2 = .10 | χ²(22) = 5983.24, p < .001; Nagelkerke R2 = .11 | |||||||||
Step 2: Access Variables | Δχ2(3) = 1533.87, p < .001; ΔNagelkerke R2 = .03 | Δχ2(3) = 1768.45, p < .001; ΔNagelkerke R2 = .03 | |||||||||
Home Internet | 0.54*** | 0.03 | 326.75 | <.001 | 1.72 | 0.60*** | 0.03 | 388.15 | <.001 | 1.81 | |
Computer | 0.52*** | 0.03 | 414.83 | <.001 | 1.68 | 0.67*** | 0.02 | 764.44 | <.001 | 1.95 | |
Smartphone | 0.55*** | 0.04 | 240.95 | <.001 | 1.73 | 0.31*** | 0.04 | 64.92 | <.001 | 1.37 | |
e. Outcome Variable: Medical Records | |||||||||||
Yes = 39,651; No = 33,323 | Yes = 44,543; No = 28,786 | ||||||||||
Step 1: Sociodemographic Controls | χ²(22) = 9050.82, p < .001; NagelkerkeR2 = .16 | χ²(22) = 9049.09, p < .001; Nagelkerke R2 = .16 | |||||||||
Step 2: Access Variables | Δχ2(3) = 2022.84, p < .001; ΔNagelkerke R2 = .03 | Δχ2(3) = 2252.79 p < .001; ΔNagelkerke R2 = .04 | |||||||||
Home Internet | 0.59*** | 0.03 | 382.16 | <.001 | 1.80 | 0.62*** | 0.03 | 443.36 | <.001 | 1.86 | |
Computer | 0.70*** | 0.03 | 740.81 | <.001 | 2.02 | 0.77*** | 0.02 | 1046.44 | <.001 | 2.16 | |
Smartphone | 0.47*** | 0.04 | 177.86 | <.001 | 1.59 | 0.38*** | 0.04 | 98.71 | <.001 | 1.47 |
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