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Merged
andrewbaxter439 merged 17 commits into from
Jun 20, 2025
Merged

Add financial distress #198

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18e44b8
Add process to update financial distress
igelstorm May 30, 2025
ab22c2f
Add financial distress parameters
igelstorm Jun 2, 2025
e7ca48b
Update financial distress after MCS
igelstorm Jun 2, 2025
6e287f9
Add financial distress to input data
igelstorm Jun 2, 2025
5a21266
Get financial distress from initial population data
igelstorm Jun 3, 2025
c06d81b
Impute financial distress when missing
igelstorm Jun 3, 2025
299dfa8
Remove unneeded getter/setter
igelstorm Jun 3, 2025
fe73817
Ensure financial distress is set when cloning or giving birth to people
igelstorm Jun 4, 2025
903f010
Newborns inherit their mother's financial distress
igelstorm Jun 4, 2025
fa41d11
Add ethnicity (dot) variable into simulation
igelstorm Jun 9, 2025
b5d4a27
Update financial distress estimates
igelstorm Jun 9, 2025
640ad01
Remove predictors no longer used by financial distress process
igelstorm Jun 9, 2025
339a6a6
Add financial distress variable to training data
igelstorm Jun 12, 2025
5a9be0d
Update expected output for integration test
igelstorm Jun 12, 2025
210f99a
Update financial distress before health/mental health
igelstorm Jun 18, 2025
77816cc
Update financial distress parameters
igelstorm Jun 19, 2025
38ccb25
Update expected output
igelstorm Jun 19, 2025
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8 changes: 4 additions & 4 deletions input/InitialPopulations/compile/01_prepare_UKHLS_pooled_data.do
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Expand Up @@ -62,23 +62,23 @@ foreach w of global UKHLSwaves {
`w'_fimnmisc_dv `w'_fimnprben_dv `w'_fimninvnet_dv `w'_fimnsben_dv `w'_fimnlabgrs_dv `w'_fimnpen_dv `w'_jbstat `w'_hiqual_dv `w'_jbhrs ///
`w'_j2hrs `w'_jshrs /*`w'_scsfl*/ `w'_scghq1_dv `w'_scghq2_dv `w'_jbsic07_cc `w'_bendis* `w'_scghq1_dv `w'_scghq2_dv ///
/*`w'_indinus_lw `w'_indscus_lw `w'_indpxub_xw `w'_indpxui_xw `w'_relup `w'_currpart* `w'_lmcbm* `w'_lmcby4* */ `w'_sf12mcs_dv `w'_sf12pcs_dv ///
`w'_sclfsato ///
`w'_sclfsato `w'_finnow ///
using `w'_indresp.dta, clear
}
else if (`waveno'<6) {
use pidp `w'_hidp `w'_pno `w'_buno_dv `w'_jbhrs `w'_jbot `w'_jshrs `w'_scghq1_dv `w'_scghq2_dv `w'_fimngrs_dv `w'_fimnnet_dv `w'_fimnlabnet_dv ///
`w'_fimnmisc_dv `w'_fimnprben_dv `w'_fimninvnet_dv `w'_fimnsben_dv `w'_fimnlabgrs_dv `w'_fimnpen_dv `w'_jbstat `w'_hiqual_dv `w'_jbhrs ///
`w'_j2hrs `w'_jshrs `w'_scsf1 `w'_scghq1_dv `w'_scghq2_dv `w'_jbsic07_cc `w'_bendis* `w'_scghq1_dv `w'_scghq2_dv ///
`w'_indinus_lw `w'_indscus_lw `w'_indpxub_xw /*`w'_indpxui_xw*/ `w'_relup `w'_currpart* `w'_lmcbm* `w'_lmcby4* `w'_sf12mcs_dv `w'_sf12pcs_dv ///
`w'_sclfsato ///
`w'_sclfsato `w'_finnow ///
using `w'_indresp.dta, clear
}
else if (`waveno'<13) {
use pidp `w'_hidp `w'_pno `w'_buno_dv `w'_jbhrs `w'_jbot `w'_jshrs `w'_scghq1_dv `w'_scghq2_dv `w'_fimngrs_dv `w'_fimnnet_dv `w'_fimnlabnet_dv ///
`w'_fimnmisc_dv `w'_fimnprben_dv `w'_fimninvnet_dv `w'_fimnsben_dv `w'_fimnlabgrs_dv `w'_fimnpen_dv `w'_jbstat `w'_hiqual_dv `w'_jbhrs ///
`w'_j2hrs `w'_jshrs `w'_scsf1 `w'_scghq1_dv `w'_scghq2_dv `w'_jbsic07_cc `w'_bendis* `w'_scghq1_dv `w'_scghq2_dv ///
`w'_indinus_lw `w'_indscus_lw /*`w'_indpxub_xw*/ `w'_indpxui_xw `w'_relup `w'_currpart* `w'_lmcbm* `w'_lmcby4* `w'_sf12mcs_dv `w'_sf12pcs_dv ///
`w'_sclfsato ///
`w'_sclfsato `w'_finnow ///
using `w'_indresp.dta, clear
}

Expand All @@ -87,7 +87,7 @@ foreach w of global UKHLSwaves {
`w'_fimnmisc_dv `w'_fimnprben_dv `w'_fimninvnet_dv `w'_fimnsben_dv `w'_fimnlabgrs_dv `w'_fimnpen_dv `w'_jbstat `w'_hiqual_dv `w'_jbhrs ///
/*`w'_j2hrs*/ `w'_jshrs `w'_scsf1 `w'_scghq1_dv `w'_scghq2_dv `w'_jbsic07_cc `w'_bendis* `w'_scghq1_dv `w'_scghq2_dv ///
`w'_indinus_lw `w'_indscus_lw /*`w'_indpxub_xw `w'_indpxui_xw*/ `w'_relup `w'_currpart* `w'_lmcbm* `w'_lmcby4* `w'_indpxui_xw `w'_sf12mcs_dv `w'_sf12pcs_dv ///
`w'_sclfsato ///
`w'_sclfsato `w'_finnow ///
using `w'_indresp.dta, clear
gen m_j2hrs=-9 /*m_j2hrs not available in wave 13*/
}
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27 changes: 26 additions & 1 deletion input/InitialPopulations/compile/02_create_UKHLS_variables.do
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Expand Up @@ -1408,6 +1408,31 @@ gen econ_benefits_uc=econ_benefits
replace econ_benefits_uc=0 if benefits_uc==0
label var econ_benefits_uc "Household income includes UC benefits"


/***************************** Financial Distress ***************************************************************************/
// This is a measure of subjective financial distress, corresponding to answering 4 or 5 to the question below:
// How well would you say you yourself are managing financially these days? Would you say you are...
// 1. Living comfortably
// 2. Doing alright
// 3. Just about getting by
// 4. Finding it quite difficult
// 5. Finding it very difficult

recode finnow (1 2 3 = 0) (4 5 = 1) (else = .), gen(financial_distress)
lab var financial_distress "DEMOGRAPHIC: Financial Distress"

// Impute financial distress when missing
preserve
drop if dgn < 0 | dag < 0 | dhe < 0 | drgn1 < 0
eststo predict_financial_distress: logit financial_distress c.dag i.dgn i.drgn1 i.swv i.dhe c.dls i.unemp i.dhh_owned c.yhhnb_asinh, vce(robust)
restore
estimates restore predict_financial_distress
predict financial_distress_prediction

replace financial_distress = 1 if missing(financial_distress) & financial_distress_prediction >= 0.5
replace financial_distress = 0 if missing(financial_distress) & financial_distress_prediction < 0.5


/*****************Was in continuous education sample***************************/
//Generated from age_dv and ded variables. 1 includes first instance of not being in education.
/*This variable is created in Cara’s SAS file in the following way:
Expand Down Expand Up @@ -1484,7 +1509,7 @@ keep ivfio idhh idperson idpartner idfather idmother dct drgn1 dwt dnc02 dnc dgn
dimxwt dhhwt jbhrs jshrs j2hrs jbstat les_c3 les_c4 lessp_c3 lessp_c4 lesdf_c4 ydses_c5 month scghq2_dv ///
ypnbihs_dv yptciihs_dv yplgrs_dv ynbcpdf_dv ypncp ypnoab swv sedex ssscp sprfm sedag stm dagsp lhw l1_lhw pno ppno hgbioad1 hgbioad2 der adultchildflag ///
econ_benefits econ_benefits_nonuc econ_benefits_uc ///
sedcsmpl sedrsmpl scedsmpl dhh_owned dukfr dchpd dagpns dagpns_sp CPI lesnr_c2 dlltsd_sp ypnoab_lvl *_flag Int_Date dhe_mcs dhe_pcs dls dot unemp
sedcsmpl sedrsmpl scedsmpl dhh_owned dukfr dchpd dagpns dagpns_sp CPI lesnr_c2 dlltsd_sp ypnoab_lvl *_flag Int_Date dhe_mcs dhe_pcs dls dot unemp financial_distress

sort swv idhh idperson

Expand Down
6 changes: 3 additions & 3 deletions input/InitialPopulations/compile/09_finalise_input_data.do
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Original file line number Diff line number Diff line change
Expand Up @@ -185,19 +185,19 @@ forvalues yy = $firstSimYear/$lastSimYear {
stm lesdf_c4 ppno dhm scghq2_dv dhh_owned lhw l1_lhw drgn1 dct dwt_sampling les_c4 dhm_ghq lessp_c4 adultchildflag multiplier dwt ///
potential_earnings_hourly l1_potential_earnings_hourly liquid_wealth tot_pen nvmhome need_socare formal_socare_hrs partner_socare_hrs daughter_socare_hrs son_socare_hrs other_socare_hrs formal_socare_cost ///
econ_benefits econ_benefits_nonuc econ_benefits_uc ///
ypncp ypnoab aidhrs carewho dhe_mcs dhe_pcs dls dot unemp
ypncp ypnoab aidhrs carewho dhe_mcs dhe_pcs dls dot unemp financial_distress

order idhh idbenefitunit idperson idpartner idmother idfather pno swv dgn dag dcpst dnc02 dnc ded deh_c3 sedex jbstat les_c3 dlltsd dhe ydses_c5 yplgrs_dv ypnbihs_dv yptciihs_dv dhhtp_c4 ssscp dcpen ///
dcpyy dcpex dcpagdf ynbcpdf_dv der sedag sprfm dagsp dehsp_c3 dhesp lessp_c3 dehm_c3 dehf_c3 stm lesdf_c4 ppno dhm scghq2_dv dhh_owned lhw l1_lhw drgn1 dct dwt_sampling les_c4 dhm_ghq lessp_c4 adultchildflag ///
multiplier dwt potential_earnings_hourly l1_potential_earnings_hourly liquid_wealth tot_pen nvmhome need_socare formal_socare_hrs partner_socare_hrs daughter_socare_hrs son_socare_hrs other_socare_hrs formal_socare_cost ///
econ_benefits econ_benefits_nonuc econ_benefits_uc ///
ypncp ypnoab aidhrs carewho dhe_mcs dhe_pcs dls dot unemp
ypncp ypnoab aidhrs carewho dhe_mcs dhe_pcs dls dot unemp financial_distress

recode idhh idbenefitunit idperson idpartner idmother idfather pno swv dgn dag dcpst dnc02 dnc ded deh_c3 sedex jbstat les_c3 dlltsd dhe ydses_c5 yplgrs_dv ypnbihs_dv yptciihs_dv dhhtp_c4 ssscp ///
dcpen dcpyy dcpex dcpagdf ynbcpdf_dv der sedag sprfm dagsp dehsp_c3 dhesp lessp_c3 dehm_c3 dehf_c3 stm lesdf_c4 ppno dhm scghq2_dv dhh_owned lhw l1_lhw drgn1 dct dwt_sampling les_c4 dhm_ghq lessp_c4 ///
adultchildflag multiplier dwt potential_earnings_hourly l1_potential_earnings_hourly liquid_wealth tot_pen nvmhome need_socare formal_socare_hrs partner_socare_hrs daughter_socare_hrs son_socare_hrs other_socare_hrs ///
econ_benefits econ_benefits_nonuc econ_benefits_uc ///
formal_socare_cost ypncp ypnoab aidhrs carewho dhe_mcs dhe_pcs dls dot unemp (missing=-9)
formal_socare_cost ypncp ypnoab aidhrs carewho dhe_mcs dhe_pcs dls dot unemp financial_distress (missing=-9)

gsort idhh idbenefitunit idperson
save "$dir_data/population_initial_UK_$year.dta", replace
Expand Down
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