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    Home / Central Data Catalog / MLI_2016_RDTM_V01_M
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Do Patients Value High-Quality Medical Care? Experimental Evidence from Malaria Diagnosis and Treatment 2016

Mali, 2016 - 2017
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Reference ID
MLI_2016_RDTM_v01_M
Producer(s)
Carolina Lopez, Anja Sautmann, Simone Schaner
Metadata
DDI/XML JSON
Created on
Feb 05, 2024
Last modified
Feb 05, 2024
Page views
71414
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  • Study Description
  • Data Dictionary
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  • Data files
  • LSS_info_CSComCensus_clean.dta
  • LSS_info_CSComs_Agent_Training_corrected.dta
  • LSS_info_DocPat_analysis_datasets_allcont.dta
  • LSS_info_DoctorEndlineInterview_allcont.dta
  • LSS_info_PreTest_Doctors_individual_level_allcont.dta
  • LSS_info_PostTest_Doctors_individual_level_allcont.dta

Data file: LSS_info_DocPat_analysis_datasets_allcont.dta

The constructed dataset used in the main analysis, collected in enumerator clinic visits (6 per clinic). Datasets were merged at the patient level:
1. Day-of clinic records: clinic information filled out by the enumerator in the morning of the visit. Instrument: MorningCSComID_Questionnaire (variables with suffix _m)
2. In-clinic patient survey: entry and exit interviews with patients at the clinic. Instrument: CSComPatientInterview_Questionnaire
3. Home survey: home follow-up with subset of patients. Instrument: HomePatientInterview_Questionnaire (variables with suffix _h)
4. Intervention schedule: treatment assignment for each clinic-day (“official schedule”) (variables with suffix _os).

Cases: 1973
Variables: 5067

Variables

NBref_under_treat_optA
Under treatment A: Positive RDT (HOME) AND NOT mal treatment
NBref_over_under_treat_optA
Over treatment A OR Under treatment A
NBref_match_treat_RDT
Treatment matches RDT result NBref_
NBref_over_treat_optB1
Over treatment B1: Negative RDT (HOME) AND any mal treatment
NBref_symp_sev_mal_simp_trt
Positive RDT (HOME) & symptoms of severe malaria & simple treatment
NBref_under_treat_optB1_B2
Under treat B1-B2: Pos RDT and NOT mal treat OR Pos RDT and symp of sev mal and
NBref_over_under_treat_optB1
Over treatment B1 OR Under treatment B1
NBref_Nsymp_sev_mal_sev_treat
Not symptoms of severe malaria and severe treatment
NBref_over_treat_optB2
Over treat B2: Neg test, any mal treat OR no symp of sev mal and sev treat
NBref_under_treat_optB2
Over treatment A OR Under treatment A
NBref_over_under_treat_optB2
Over treatment B2 OR Under treatment B2
NBref_ACT_only
NBref_mono_only
NBref_quinine_only
NBref_quinine_ACT
NBref_mono_ACT
NBref_other_combo
NBcscom_mal_correct
Correct treatment, WHO-Mali standards
NBcscom_correct_simple_mal
Stock out: correct simple malaria treatment
NBcscom_correct_severe_mal
Stock out: correct severe malaria treatment
NBcscom_correct_sev_simple_mal
Stock out: any correct malaria treatment
NBcscom_RDT_H_POS_corr_treat
Positive RDT (HOME) AND correct treatment
NBcscom_RDT_H_NEG_no_treat
Negative RDT (HOME) AND NOT treatment
NBcscom_corr_treat_RDT_result
No treatment and neg RDT OR correct treatment and pos RDT
NBcscom_corr_treat_RDT_resultP
NBcscom_corr_treat_RDT_resultN
NBcscom_over_treat_optA_B1
Over treatment A-B1: Negative RDT (HOME) AND any mal treatment
NBcscom_under_treat_optA
Under treatment A: Positive RDT (HOME) AND NOT mal treatment
NBcscom_over_under_treat_optA
Over treatment A OR Under treatment A
NBcscom_match_treat_RDT
Treatment matches RDT result NBcscom_
NBcscom_over_treat_optB1
Over treatment B1: Negative RDT (HOME) AND any mal treatment
NBcscom_symp_sev_mal_simp_trt
Positive RDT (HOME) & symptoms of severe malaria & simple treatment
NBcscom_under_treat_optB1_B2
Under treat B1-B2: Pos RDT and NOT mal treat OR Pos RDT and symp of sev mal and
NBcscom_over_under_treat_optB1
Over treatment B1 OR Under treatment B1
NBcscom_Nsymp_sev_mal_sev_treat
Not symptoms of severe malaria and severe treatment
NBcscom_over_treat_optB2
Over treat B2: Neg test, any mal treat OR no symp of sev mal and sev treat
NBcscom_under_treat_optB2
Over treatment A OR Under treatment A
NBcscom_over_under_treat_optB2
Over treatment B2 OR Under treatment B2
NBcscom_ACT_only
NBcscom_mono_only
NBcscom_quinine_only
NBcscom_quinine_ACT
NBcscom_mono_ACT
NBcscom_other_combo
decline_mal
Decline any mal treat (RX but not bought)
decline_sev_mal
Decline sev mal treat (RX but not bought)
decline_simple_mal
Decline simple mal treat (RX but not bought)
decline_corr_mal
Decline any (correct) mal treat (RX but not bought)
decline_corr_sev_mal
Decline sev (correct) mal treat (RX but not bought)
decline_corr_simple_mal
Decline simple (correct) mal treat (RX but not bought)
decline_mal_prescrip
Decline any mal treat (only w/ prescription)
decline_mal_RDT_POS
Decline any mal treat (+RDT, only w/ pres cription)
decline_mal_RDT_NEG
Decline any mal treat (-RDT, only w/ prescription)
switch2simple
no_mal_test_treat
No malaria test and any antimalarials
decline_antibiot
Decline antibiotics
decline_antibiot_prescrip
Decline antibiotics (only w/ prescription)
cost_artesunate
Cost Meds (reported): artesunate
isantimal1
RXisantimal1
isantimal2
RXisantimal2
isantimal3
RXisantimal3
isantimal4
RXisantimal4
isantimal5
RXisantimal5
isantimal6
RXisantimal6
isantimal7
RXisantimal7
isantimal8
RXisantimal8
isantimal9
RXisantimal9
isantimal10
RXisantimal10
isantimal11
RXisantimal11
isantimal12
RXisantimal12
isantimal13
RXisantimal13
isantimal14
RXisantimal14
isantimal15
RXisantimal15
cost_artesunate_injectable
Cost Meds (reported): artesunate_injectable
cost_artesunate_tablet
Cost Meds (reported): artesunate_tablet
cost_amodiaquine
Cost Meds (reported): amodiaquine
cost_amoquin
Cost Meds (reported): amoquin
cost_camoquin
Cost Meds (reported): camoquin
cost_novaquin
Cost Meds (reported): novaquin
cost_artemether
Cost Meds (reported): artemether
cost_artemether_injectable
Cost Meds (reported): artemether_injectable
cost_artemether_tablet
Cost Meds (reported): artemether_tablet
cost_artemet_lumefant
Cost Meds (reported): artemet_lumefant
cost_artemet_lumefant_injec
Cost Meds (reported): artemet_lumefant_injec
cost_artemet_lumefant_tablet
Cost Meds (reported): artemet_lumefant_tablet
cost_artekin
Cost Meds (reported): artekin
cost_artesiane
Cost Meds (reported): artesiane
cost_artefan
Cost Meds (reported): artefan
cost_coartem
Cost Meds (reported): coartem
cost_cta_adolescent
Cost Meds (reported): cta_adolescent
cost_cta_adulte
Cost Meds (reported): cta_adulte
cost_cta_enfant
Cost Meds (reported): cta_enfant
cost_malacur
Cost Meds (reported): malacur
cost_combiart_adult
Cost Meds (reported): combiart_adult
cost_combiart
Cost Meds (reported): combiart
cost_sp
Cost Meds (reported): sp
cost_laritem
Cost Meds (reported): laritem
cost_unspecified_ACT
Cost Meds (reported): unspecified_ACT
cost_quinine_injectable
Cost Meds (reported): quinine_injectable
cost_quinine_tablet
Cost Meds (reported): quinine_tablet
cost_all_other_meds
Cost of non-antimalarial meds
cost_quinine
Cost Meds (reported): quinine
cost_ACT_treat_simple
ACT total costs, if treatment prescribed for simple malaria
cost_ACT
ACT total costs
pre_discount_ACT
ACT: Retail price, pre-discount
post_discount_ACT
ACT: Final price, post-discount
pre_discount_ACT2
ACT: Retail price, pre-discount (uses amount_voucher, not amount_approved_vouche
post_discount_ACT2
ACT: Final price, post-discount (uses amount_voucher, not amount_approved_vouche
cost_meds_pre_discount
Retail Cost Medications
cost_meds_post_discount
Cost to Patient of Medications
cost_meds_pre_discount2
Retail Cost Medications (uses amount_voucher, not amount_approved_vouchers)
cost_meds_post_discount2
Cost of Patient of Medications (uses amount_voucher, not amount_approved_voucher
totalcost_alt_pre
Meds + Equipment + Tests : Retail Cost
totalcost_alt_post
Meds + Equipment + Tests : Cost to Patient
totalcost_alt_pre2
Meds + Equipment + Tests : Retail Cost (uses amount_voucher, not amount_approved
totalcost_alt_post2
Meds + Equipment + Tests : Cost to Patient (uses amount_voucher, not amount_appr
costs_nonmeds
Other Costs (Tests, Equipment, Services etc.)
reported_totalcost_pre
Total Cost (Reported) + Reimbursed ACT Revenue
num_antimals
RXnum_antimals
num_other_meds_bought
Number Non-Antimalarials Bought
num_other_meds_presc
Number Non-Antimalarials Prescribed
taking_unspecified_ACT
Taking med (home survey): unspecified_ACT
taking_artekin
Taking med (home survey): artekin
taking_artefan
Taking med (home survey): artefan
taking_coartem
Taking med (home survey): coartem
taking_cta_adolescent
Taking med (home survey): cta_adolescent
taking_cta_adulte
Taking med (home survey): cta_adulte
taking_cta_enfant
Taking med (home survey): cta_enfant
taking_malacur
Taking med (home survey): malacur
taking_combiart_adult
Taking med (home survey): combiart_adult
taking_combiart
Taking med (home survey): combiart
taking_laritem
Taking med (home survey): laritem
taking_artesunate_injectable
Taking med (home survey): artesunate_injectable
taking_artesunate_tablet
Taking med (home survey): artesunate_tablet
taking_amodiaquine
Taking med (home survey): amodiaquine
taking_amoquin
Taking med (home survey): amoquin
taking_camoquin
Taking med (home survey): camoquin
taking_novaquin
Taking med (home survey): novaquin
taking_artemether_tablet
Taking med (home survey): artemether_tablet
taking_artemether_injectable
Taking med (home survey): artemether_injectable
taking_artemet_lumefant_injec
Taking med (home survey): artemet_lumefant_injec
taking_artemet_lumefant_tablet
Taking med (home survey): artemet_lumefant_tablet
taking_quinine_tablet
Taking med (home survey): quinine_tablet
taking_quinine_injectable
Taking med (home survey): quinine_injectable
taking_sp
Taking med (home survey): sp
taking_treat_simple_mal_alt
Taking simple mal treat, w/o voucher correction
taking_treat_simple_mal
Taking simple mal treat, voucher correction
taking_ACT_tablets
Taking simple mal, w/o voucher correction
taking_treat_severe_mal_alt
Taking severe mal treat, w/o voucher correction
taking_treat_severe_mal
Taking severe mal treat, voucher correction
RDT_NEG_treat_simple
=1 if simple mal treat and -RDT
RDT_NEG_treat_severe
=1 if severe mal treat and -RDT
RDT_POS_no_symp_treat_severe
=1 if severe mal treat and no severe symp and +RDT
overtreatment
At least one (1)/(2)/(3)
severe_overtreatment
At least one (2)/(3)
RXRDT_NEG_treat_simple
=1 if simple mal treat and -RDT
RXRDT_NEG_treat_severe
=1 if severe mal treat and -RDT
RXRDT_POS_no_symp_treat_severe
=1 if severe mal treat and no severe symp and +RDT
RXovertreatment
At least one (1)/(2)/(3)
RXsevere_overtreatment
At least one (2)/(3)
pred_mal_pos
Pr(varx)
expected_mal_match
Expected treatment match quality - correct purchased malaria treatment
RXexpected_mal_match
Expected treatment match quality - correct prescribed malaria treatment
expected_mal_match_any
Expected treatment match quality - any purchased malaria treatment
RXexpected_mal_match_any
Expected treatment match quality - any prescribed malaria treatment
expected_mal_match_any_pos
Expected match: malaria positive and treated
RXexpected_mal_match_any_pos
Expected match: malaria positive and prescribed treatment
expected_mal_match_any_neg
Expected match: malaria negative and not treated
RXexpected_mal_match_any_neg
Expected match: malaria negative and not prescribed treatment
prior_match_pred
Expected Match Between Prior and Malaria Status
prior_match_home
Actual Match Between Prior and Malaria Status -- RDT Tested Subsample
above_med_pos
High Malaria Prob.
below_med_pos
Low Malaria Prob.
doctor_voucher_high
Doctor Voucher $\times$ High Malaria Risk
doctor_voucher_low
Doctor Voucher $\times$ Low Malaria Risk
patient_voucher_high
Patient Voucher $\times$ High Malaria Risk
patient_voucher_low
Patient Voucher $\times$ Low Malaria Risk
patient_info_high
Patient Infomation $\times$ High Malaria Risk
patient_info_low
Patient Infomation $\times$ Low Malaria Risk
infotreat_high
Doctor Information $\times$ High Malaria Risk
infotreat_low
Doctor Information $\times$ Low Malaria Risk
patient_info_x_doctor_info_high
1 if treatment involves PI * DI $\times$ High Malaria Risk
patient_info_x_doctor_info_low
1 if treatment involves PI * DI $\times$ Low Malaria Risk
DD1
date_morning_survey== 20772.0000
DD2
date_morning_survey== 20773.0000
DD3
date_morning_survey== 20774.0000
DD4
date_morning_survey== 20775.0000
DD5
date_morning_survey== 20776.0000
DD6
date_morning_survey== 20777.0000
DD7
date_morning_survey== 20779.0000
DD8
date_morning_survey== 20780.0000
DD9
date_morning_survey== 20781.0000
DD10
date_morning_survey== 20782.0000
DD11
date_morning_survey== 20783.0000
DD12
date_morning_survey== 20784.0000
DD13
date_morning_survey== 20787.0000
DD14
date_morning_survey== 20788.0000
DD15
date_morning_survey== 20789.0000
DD16
date_morning_survey== 20790.0000
DD17
date_morning_survey== 20791.0000
DD18
date_morning_survey== 20793.0000
DD19
date_morning_survey== 20794.0000
DD20
date_morning_survey== 20795.0000
DD21
date_morning_survey== 20796.0000
DD22
date_morning_survey== 20797.0000
DD23
date_morning_survey== 20798.0000
DD24
date_morning_survey== 20801.0000
DD25
date_morning_survey== 20802.0000
DD26
date_morning_survey== 20803.0000
DD27
date_morning_survey== 20804.0000
DD28
date_morning_survey== 20805.0000
DD29
date_morning_survey== 20808.0000
DD30
date_morning_survey== 20809.0000
DD31
date_morning_survey== 20810.0000
DD32
date_morning_survey== 20811.0000
DD33
date_morning_survey== 20812.0000
DD34
date_morning_survey== 20815.0000
DD35
date_morning_survey== 20816.0000
SD1
Info strata: 1
SD2
Info strata: 2
SD3
Info strata: 3
SD4
Info strata: 4
SD5
Info strata: 5
SD6
Info strata: 6
SD7
Info strata: 7
SD8
Info strata: 8
SD9
Info strata: 9
SD10
Info strata: 10
SD11
Info strata: 11
SD12
Info strata: 12
SD13
Info strata: 13
SD14
Info strata: 14
SD15
Info strata: 15
SD16
Info strata: 16
SD17
Info strata: 17
SD18
Info strata: 18
SD19
Info strata: 19
SD20
Info strata: 20
SD21
Info strata: 21
SD22
Info strata: 22
SD23
Info strata: 23
SD24
Info strata: 24
SD25
Info strata: 25
SD26
Info strata: 26
SD27
Info strata: 27
SD28
Info strata: 28
SD29
Info strata: 29
trueorfalse_1
(mean) trueorfalse_1
meds_correct_simple_mal_1
(mean) meds_correct_simple_mal_1
low_parasite_test_90more_1
(mean) low_parasite_test_90more_1
high_parasite_test_90_more_1
(mean) high_parasite_test_90_more_1
symp_correct_severe_mal_1
(mean) symp_correct_severe_mal_1
interval_15_2030_1
(mean) interval_15_2030_1
correct_knowledge_1
(mean) correct_knowledge_1
avg_pat
Average Patient Load
frac_test_rdt
Fraction Patients Receiving RDT
frac_test_ge
Fraction Patients Receiving Microscopy
frac_pos_tested
Fraction Tested Patients Malaria Positive
can_do_ge
MSStrueorfalse_1
Dummy=1 if trueorfalse_1 missing
M0trueorfalse_1
(mean) trueorfalse_1 -- missings coded to sample mean
MSSmeds_correct_simple_mal_1
Dummy=1 if meds_correct_simple_mal_1 missing
M0meds_correct_simple_mal_1
(mean) meds_correct_simple_mal_1 -- missings coded to sample mean
MSSlow_parasite_test_90more_1
Dummy=1 if low_parasite_test_90more_1 missing
M0low_parasite_test_90more_1
(mean) low_parasite_test_90more_1 -- missings coded to sample mean
MSShigh_parasite_test_90_more_1
Dummy=1 if high_parasite_test_90_more_1 missing
M0high_parasite_test_90_more_1
(mean) high_parasite_test_90_more_1 -- missings coded to sample mean
MSSsymp_correct_severe_mal_1
Dummy=1 if symp_correct_severe_mal_1 missing
M0symp_correct_severe_mal_1
(mean) symp_correct_severe_mal_1 -- missings coded to sample mean
MSSinterval_15_2030_1
Dummy=1 if interval_15_2030_1 missing
M0interval_15_2030_1
(mean) interval_15_2030_1 -- missings coded to sample mean
MSScorrect_knowledge_1
Dummy=1 if correct_knowledge_1 missing
M0correct_knowledge_1
(mean) correct_knowledge_1 -- missings coded to sample mean
MSScan_do_ge
Dummy=1 if can_do_ge missing
M0can_do_ge
can_do_ge -- missings coded to sample mean
MSSfrac_test_rdt
Dummy=1 if frac_test_rdt missing
M0frac_test_rdt
Fraction Patients Receiving RDT -- missings coded to sample mean
MSSfrac_test_ge
Dummy=1 if frac_test_ge missing
M0frac_test_ge
Fraction Patients Receiving Microscopy -- missings coded to sample mean
MSSfrac_pos_tested
Dummy=1 if frac_pos_tested missing
M0frac_pos_tested
Fraction Tested Patients Malaria Positive -- missings coded to sample mean
MSSavg_pat
Dummy=1 if avg_pat missing
M0avg_pat
Average Patient Load -- missings coded to sample mean
MSSthinks_malaria
Dummy=1 if thinks_malaria missing
Total: 5067
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