Table 3 Fixed Effect Regression on Inter-district Mobility in India.
From: Understanding patients' mobility for treatment seeking in India
(1) | (2) | (3) | (4) | ||||||
|---|---|---|---|---|---|---|---|---|---|
Null Model | SE | Overall | SE | Male | SE | Female | SE | ||
Nature of diseases | Other® | ||||||||
CVDs | 0.118*** | 0.005 | 0.089*** | 0.005 | 0.101*** | 0.007 | 0.072*** | 0.008 | |
NCDs | 0.112*** | 0.004 | 0.078*** | 0.004 | 0.087*** | 0.006 | 0.071*** | 0.006 | |
Disability | 0.112*** | 0.006 | 0.089*** | 0.005 | 0.099*** | 0.008 | 0.078*** | 0.007 | |
Infectious | − 0.031*** | 0.005 | − 0.008 | 0.005 | − 0.003 | 0.007 | − 0.012 | 0.006 | |
Injuries | 0.041*** | 0.005 | − 0.015** | 0.005 | − 0.019** | 0.007 | − 0.004 | 0.008 | |
Insurance | No® | 0 | (.) | 0 | (.) | 0 | (.) | ||
Yes | 0.010* | 0.004 | 0.01 | 0.006 | 0.009 | 0.006 | |||
Type of hospital | Government® | 0 | (.) | 0 | (.) | 0 | (.) | ||
NGO/Charity | 0.150*** | 0.01 | 0.128*** | 0.014 | 0.175*** | 0.014 | |||
Private | 0.076*** | 0.006 | 0.067*** | 0.009 | 0.085*** | 0.009 | |||
Duration of stay | Up to 2 days® | 0 | (.) | 0 | (.) | 0 | (.) | ||
Up to 1w | 0.056*** | 0.004 | 0.058*** | 0.005 | 0.054*** | 0.005 | |||
More than 1w | 0.176*** | 0.004 | 0.178*** | 0.006 | 0.172*** | 0.006 | |||
Cost of medicine | Not received | 0 | (.) | 0 | (.) | 0 | (.) | ||
Free/partly free | − 0.064** | 0.024 | − 0.099** | 0.034 | − 0.023 | 0.035 | |||
On payment | − 0.038 | 0.024 | − 0.080* | 0.034 | 0.011 | 0.035 | |||
Cost of surgery | Not received ® | 0 | (.) | 0 | (.) | 0 | (.) | ||
Free/partly free | 0.094*** | 0.006 | 0.084*** | 0.008 | 0.106*** | 0.008 | |||
On payment | 0.073*** | 0.004 | 0.078*** | 0.006 | 0.069*** | 0.006 | |||
Cost of X-ray/ECG/EEG | Not received ® | 0 | (.) | 0 | (.) | 0 | (.) | ||
Free/partly free | 0.035*** | 0.006 | 0.040*** | 0.009 | 0.032*** | 0.008 | |||
On payment | 0.022** | 0.007 | 0.026* | 0.011 | 0.022* | 0.01 | |||
Cost of other tests | Not received ® | 0 | (.) | 0 | (.) | 0 | (.) | ||
Free/partly free | 0.019** | 0.007 | 0.013 | 0.01 | 0.022* | 0.01 | |||
On payment | 0.014 | 0.009 | 0.015 | 0.012 | 0.007 | 0.012 | |||
Free advice | Not received ® | ||||||||
Yes | − 0.004 | 0.006 | − 0.012 | 0.008 | 0.003 | 0.008 | |||
Social Group | ST | ||||||||
SC | 0.015* | 0.007 | 0.026** | 0.01 | 0.001 | 0.01 | |||
OBC | 0.025*** | 0.007 | 0.041*** | 0.009 | 0.007 | 0.01 | |||
Others | 0.028*** | 0.007 | 0.038*** | 0.01 | 0.017 | 0.01 | |||
Religion | Hinduism® | ||||||||
Islam | 0.003 | 0.005 | 0.007 | 0.007 | − 0.004 | 0.007 | |||
Christianity | − 0.009 | 0.009 | 0.002 | 0.013 | − 0.017 | 0.012 | |||
Others | 0.019* | 0.009 | 0.041** | 0.013 | − 0.003 | 0.013 | |||
Usual Monthly per cap. Cons. Exp | 0.006*** | 0.001 | 0.006*** | 0.002 | 0.005** | 0.002 | |||
Age (in years) | 0 | 0 | 0 | 0.001 | 0 | 0.001 | |||
Age square (in years) | 0 | 0 | 0 | 0 | 0 | 0 | |||
Place of residence | Rural® | ||||||||
Urban | − 0.020*** | 0.003 | − 0.025*** | 0.005 | − 0.014** | 0.005 | |||
Gender | Female | ||||||||
Male | 0.017*** | 0.003 | |||||||
Marital status | Never married® | ||||||||
Currently married | − 0.002 | 0.006 | 0.01 | 0.009 | − 0.011 | 0.01 | |||
Widow/divorced | − 0.022** | 0.008 | − 0.016 | 0.013 | − 0.030** | 0.012 | |||
Levels of education | Non-literate® | ||||||||
Primary & below | 0.003 | 0.004 | 0.003 | 0.006 | 0.002 | 0.006 | |||
Upper primary | 0.011* | 0.005 | 0.014* | 0.007 | 0.005 | 0.007 | |||
Secondary | 0.017*** | 0.005 | 0.017* | 0.007 | 0.015* | 0.007 | |||
HS and above | 0.024*** | 0.005 | 0.033*** | 0.007 | 0.011 | 0.007 | |||
r2 | 0.153 | 0.21 | 0.22 | 0.224 | |||||
N | 64,779 | 62,338 | 33,089 | 29,248 | |||||