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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
70853
Downloads
373
  • 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

MISS_costitemb4_meds
MISS_costitemd4_meds
costitemb5_meds
costitemd5_meds
MISS_costitemb5_meds
MISS_costitemd5_meds
costitemb6_meds
costitemd6_meds
MISS_costitemb6_meds
MISS_costitemd6_meds
costitemb7_meds
costitemd7_meds
MISS_costitemb7_meds
MISS_costitemd7_meds
costitemb8_meds
costitemd8_meds
MISS_costitemb8_meds
costitemb9_meds
costitemd9_meds
costitemb10_meds
costitemd10_meds
MISS_costitemb10_meds
MISS_costitemd10_meds
costitemb11_meds
costitemd11_meds
costitemb12_meds
costitemd12_meds
costitemb13_meds
costitemd13_meds
costitemb14_meds
costitemd14_meds
cost_meds_total
Meds, total cost: including FREE (=0 if no meds on records,=. if no records sho
costitemb1_eq
costitemd1_eq
MISS_costitemb1_eq
costitemb2_eq
costitemd2_eq
MISS_costitemd2_eq
costitemb3_eq
costitemd3_eq
costitemb4_eq
costitemd4_eq
MISS_costitemb4_eq
costitemb5_eq
costitemd5_eq
MISS_costitemb5_eq
costitemb6_eq
costitemd6_eq
MISS_costitemd6_eq
costitemb7_eq
costitemd7_eq
MISS_costitemd7_eq
costitemb8_eq
costitemd8_eq
MISS_costitemd8_eq
costitemb9_eq
costitemd9_eq
costitemb10_eq
costitemd10_eq
costitemb11_eq
costitemd11_eq
costitemb12_eq
costitemd12_eq
costitemb13_eq
costitemd13_eq
costitemb14_eq
costitemd14_eq
cost_equip_total
Equip, total cost: including FREE (=0 if no equip on records,=. if no records s
vouchers_received_used
Vouchers received & used
vouchers_received_not_used
Vouchers received but not used
patient_video_received
Patient information video
no_intervention_received
No intervention received
vouchers_received
Vouchers received (unconditional on use)
voucher_received_notused_PV
PV: Received but did not use vouchers according to match with admin records
voucher_received_notused_DV
DV: Received but did not use vouchers according to match with admin records
used_vouchers_admin
Used voucher based on match w/ admin voucher data
injection_IV
Equipment that indicates use of injection or IV
meds_with_injection
Meds that could involve the use of IV/injections
RDTresult_POS
Positive RDT (home)
RDTresult_NEG
Negative RDT (home)
rent_value_H
Monthly rent / market rent of owned home
total_hh_members_H
Total number household members
income_percap_H
Monthly income per capita
piped_water_H
Household has piped water
illness_better_H
Illness is cured or significantly better
explaindiagnosis_H
Clearly Explained Diagnosis
treatbasedresults_H
Based Treatment on Test Results
diffaddmed_H
Should Have Given Different/Additional Medications
fewermed_H
Should Have Given Fewer Medications
agree_explain_test_H
Agrees doc clearly explained the med tests and their results
agree_more_tests_H
Agrees that doc should have done more tests before prescribing
agree_fewer_tests_H
Agrees that doc should have done fewer tests before prescribing
agree_explained_diag_H
Agrees doctor explained diagnosis
agree_only_health_H
Agrees doctors only have health of patients in mind
agree_care_costs_H
Agrees doctors pay attention to cost of meds they prescribe
agree_care_fin_H
Agrees doctors worry about financial situation of the CSCOM
agree_doc_listen_H
Agrees doctors listen to patients and give whatever meds patient would like
agree_med_noneed_H
Agrees doctors prescribe medicines that are not needed
agree_treat_test_H
Agrees doc based treatment on results of tests
agree_diff_med_H
Agrees doc should have given different/addl medication
agree_fewer_med_H
Agrees doc should have given fewer medicines
disagree_explain_test_H
Disagrees doc clearly explained the med tests and their results
disagree_more_tests_H
Disagrees that doc should have done more tests before prescribing
disagree_fewer_tests_H
Disagrees that doc should have done fewer tests before prescribing
disagree_explained_diag_H
Disagrees doctor explained diagnosis
disagree_only_health_H
Disagrees doctors only have health of patients in mind
disagree_care_costs_H
Disagrees doctors pay attention to cost of meds they prescribe
disagree_care_fin_H
Disagrees doctors worry about financial situation of the CSCOM
disagree_doc_listen_H
Disagrees doctors listen to patients and give whatever meds patient would like
disagree_med_noneed_H
Disagrees doctors prescribe medicines that are not needed
disagree_treat_test_H
Disagrees doc based treatment on results of tests
disagree_diff_med_H
Disagrees doc should have given different/addl medication
disagree_fewer_med_H
Disagrees doc should have given fewer medicines
quality_treat_beliefs_all
Quality treatment received - Index
quality_treat_beliefs_disagree
Quality treatment received (disagree) - Index
quality_treat_beliefs_agree
Quality treatment received (agree) - Index
doctors_behaviour_all
Doctors behaviour - Index
doctors_behaviour_disagree
Doctors behaviour (disagree) - Index
doctors_behaviour_agree
Doctors behaviour (agree) - Index
malariaresult_H
thinks_malaria_H
Thinks RDT will show malaria positive
thinks_nomalaria_H
Thinks RDT will show malaria negative
guess_correct_H
Respondent guesses correct RDT result
guess_strong_correct_H
Respondent guesses correct RDT result (only correct if is certain of RDT result)
patient_info
Patient Infomation
patient_voucher
Patient Voucher
doctor_voucher
Doctor Voucher
patient_info_x_doctor_info
1 if treatment involves PI * DI
patient_voucher_x_doctor_info
1 if treatment involves PV * DI
doctor_voucher_x_doctor_info
1 if treatment involves DV * DI
DI_x_PI_scheduled
1 if treatment PI * DI scheduled
DI_x_PV_scheduled
1 if treatment PV * DI scheduled
DI_x_DV_scheduled
1 if treatment DV * DI scheduled
DI_x_PI_PV_scheduled
1 if treatment PI-PV * DI scheduled
DI_x_PI_DV_scheduled
1 if treatment PI-DV * DI scheduled
treat_morning_clean
Morning survey treatment with within-team discrepancies resolved
PI_morning
Treat includes patient info per morning survey - based on treat_morning_clean
PV_morning
Treat includes patient vouchers per morning survey - based on treat_morning_clea
DV_morning
Treat includes doctor vouchers per morning survey - based on treat_morning_clean
DI_x_PI_morning
1 if DI * PI per morning survey - based on treat_morning_clean
DI_x_PV_morning
1 if DI * PV per morning survey - based on treat_morning_clean
DI_x_DV_morning
1 if DI * DV per morning survey - based on treat_morning_clean
newcough
Cough
has_valid_rdt_H
Has RDT result (home survey)
in_home_survey
In home survey
officerdum_1
surveyorid_M== 1.0000
officerdum_2
surveyorid_M== 3.0000
officerdum_3
surveyorid_M== 4.0000
officerdum_4
surveyorid_M== 5.0000
officerdum_5
surveyorid_M== 6.0000
officerdum_6
surveyorid_M== 7.0000
officerdum_7
surveyorid_M== 8.0000
officerdum_8
surveyorid_M== 9.0000
officerdum_9
surveyorid_M== 10.0000
officerdum_10
surveyorid_M== 12.0000
officerdum_11
surveyorid_M== 13.0000
officerdum_12
surveyorid_M== 14.0000
officerdum_13
surveyorid_M== 15.0000
officerdum_14
surveyorid_M== 17.0000
officerdum_15
surveyorid_M== 18.0000
officerdum_16
surveyorid_M== 19.0000
officerdum_17
surveyorid_M== 20.0000
officerdum_18
surveyorid_M== 21.0000
officerdum_19
surveyorid_M== 22.0000
officerdum_20
surveyorid_M== 23.0000
officerdum_21
surveyorid_M== 24.0000
officerdum_22
surveyorid_M== 27.0000
officerdum_23
surveyorid_M== 28.0000
officerdum_24
surveyorid_M== 29.0000
officerdum_25
surveyorid_M== 30.0000
officerdum_26
surveyorid_M== 31.0000
officerdum_27
surveyorid_M== 32.0000
officerdum_28
surveyorid_M== 33.0000
officerdum_29
surveyorid_M== 34.0000
officerdum_30
surveyorid_M== 35.0000
officerdum_31
surveyorid_M== 36.0000
officerdum_32
surveyorid_M== 37.0000
officerdum_33
surveyorid_M== 38.0000
officerdum_34
surveyorid_M== 39.0000
officerdum_35
surveyorid_M== 40.0000
officerdum_36
surveyorid_M== 42.0000
officerdum_37
surveyorid_M== 43.0000
officerdum_38
surveyorid_M== 44.0000
officerdum_39
surveyorid_M== 45.0000
officerdum_40
surveyorid_M== 46.0000
diagnosed_before
Has Prior Diagnosis
HH_frac_job
Share HH Members Working
HH_frac_14under
Share HH Under 15
HH_frac_nets
Mosquito Nets Per Capita
referral_observation
Patient referred to hospital or placed under observation at CSCOM
cscom_day
IDs each cscomXday cluster
log_reported_totalcost
Log Total Cost
agepatient2
Age Patient Squared
agepatient3
Age Patient Cubed
agepatient_less15
Patient Under 15 Years Old
under5
Patient Under 5 Years Old
u5_age
Under 5 $\times$ Age
u5_age2
Under 5 $\times$ Age Squared
Aexplaintests_H
Agrees: Clearly Explained Test Results
Dexplaintests_H
Disagrees: Clearly Explained Test Results
NAexplaintests_H
Negative of Agree: Clearly Explained Test Results
Atreatbasedresults_H
Agrees: Based Treatment on Test Results
Dtreatbasedresults_H
Disagrees: Based Treatment on Test Results
NAtreatbasedresults_H
Negative of Agree: Based Treatment on Test Results
Aexplaindiagnosis_H
Agrees: Clearly Explained Diagnosis
Dexplaindiagnosis_H
Disagrees: Clearly Explained Diagnosis
NAexplaindiagnosis_H
Negative of Agree: Clearly Explained Diagnosis
Adoctorspatients_H
Agrees: CSCom doctors have only the health of their patients on their minds.
Ddoctorspatients_H
Disagrees: CSCom doctors have only the health of their patients on their minds.
NAdoctorspatients_H
Negative of Agree: CSCom doctors have only the health of their patients on their
Adoctorscosts_H
Agrees: CSCom doctors pay attention to the cost of the medications they prescrib
Ddoctorscosts_H
Disagrees: CSCom doctors pay attention to the cost of the medications they presc
NAdoctorscosts_H
Negative of Agree: CSCom doctors pay attention to the cost of the medications th
Adoctorslisten_H
Agrees: CSCom doctors listen to patients and give them whatever medications they
Ddoctorslisten_H
Disagrees: CSCom doctors listen to patients and give them whatever medications t
NAdoctorslisten_H
Negative of Agree: CSCom doctors listen to patients and give them whatever medic
Aaddmedicaltesting_H
Agrees: Should Have Done More Tests
Daddmedicaltesting_H
Disagrees: Should Have Done More Tests
NAaddmedicaltesting_H
Negative of Agree: Should Have Done More Tests
Afewermedicaltests_H
Agrees: Should Have Done Fewer Tests
Dfewermedicaltests_H
Disagrees: Should Have Done Fewer Tests
NAfewermedicaltests_H
Negative of Agree: Should Have Done Fewer Tests
Adiffaddmed_H
Agrees: Should Have Given Different/Additional Medications
Ddiffaddmed_H
Disagrees: Should Have Given Different/Additional Medications
NAdiffaddmed_H
Negative of Agree: Should Have Given Different/Additional Medications
Afewermed_H
Agrees: Should Have Given Fewer Medications
Dfewermed_H
Disagrees: Should Have Given Fewer Medications
NAfewermed_H
Negative of Agree: Should Have Given Fewer Medications
Adfinsit_H
Agrees: CSCom doctors worry about the financial situation of the clinic and phar
Ddfinsit_H
Disagrees: CSCom doctors worry about the financial situation of the clinic and p
NAdfinsit_H
Negative of Agree: CSCom doctors worry about the financial situation of the clin
Admednot_H
Agrees: CSCom doctors often prescribe medications people don't need.
Ddmednot_H
Disagrees: CSCom doctors often prescribe medications people don't need.
NAdmednot_H
Negative of Agree: CSCom doctors often prescribe medications people don't need.
DSsat_index_H
Dissatisfaction Only: Overall Index
Ssat_index_H
Satisfaction Only: Overall Index
Asat_index_H
Satisfaction: Overall Index (Agree Dummies Only)
DSsat_index_tests_H
Dissatisfaction Only Sub-Index: Tests
Ssat_index_tests_H
Satisfaction Only Sub-Index: Tests
Asat_index_tests_H
Satisfaction: Tests (Agree Dummies Only)
DSsat_index_meds_H
Dissatisfaction Only Sub-Index: Medications
Ssat_index_meds_H
Satisfaction Only Sub-Index: Medications
Asat_index_meds_H
Satisfaction: Medications (Agree Dummies Only)
sat_index_levels
Satisfaction Index: Likert Values
sat_index_tests_levels
Satisfaction Tests Sub-Index: Likert Values
sat_index_meds_levels
Satisfaction Meds Sub-Index: Likert Values
satisfaction_index_H
Satisfaction: Overall Index (Sat+Dissat)
satisfaction_index_tests_H
Satisfaction Sub-Index: Tests (Sat+Dissat)
satisfaction_index_meds_H
Satisfaction Sub-Index: Medications (Sat+Dissat)
amodiaquine_aggreg
Amodiaquine: several brands
artemether_T
Artemether: several brands (tablet)
artemether_I
Artemether: (injectable)
artesunate_T
Artesunate:(tablet)
artesunate_I
Artesunate:(injectable)
quinine_T
Quinine:(tablet)
quinine_I
Quinine:(injectable)
artemet_lumefant_T
Artemether-lumefantrine:(tablet)
artemet_lumefant_alt_T
artemet_lumefant_I
Artemether-lumefantrine:(injectable)
ACT_al_I
ACT: artemether-lumefantrine (injectable)
ACT_ar_am_I
ACT: artesunate (injectable) + amodiaquine
ACT_artm_am_I
ACT: artemether (injectable) + amodiaquine
ACT_artemether_sp_I
ACT: artemether (injectable) + SP
ACT_artesunate_sp_I
ACT: artesunate (injectable) + SP
ACT_al_T
ACT: artemether-lumefantrine (tablet)
ACT_al_alt_T
ACT_ar_am_T
ACT: artesunate (tablet) + amodiaquine
ACT_artm_am_T
ACT: artemether (tablet) + amodiaquine
ACT_artemether_sp_T
ACT: artemether (tablet) + SP
ACT_artesunate_sp_T
ACT: artesunate (tablet) + SP
specified_ACT_other
ACTs: brand names (others)
treat_ACT
ACT (tab or injected)
treat_ACT_alt
ACT (tab or injected), w/o voucher correction
treat_arte_mono
Artemisinin Monotherapy (tab or injected)
treat_quinine
Quinine (tab or injected)
treat_other_antimal
Other antimalarial (not ACT, monotherapy, or quinine (tab or injected)
treat_simple_mal
Simp malaria treat: unspec,spec,ACTs,antimalarials:short/prolonged action (table
treat_simple_mal_alt
Sev malaria treat: quinine, artemether, artesunate, artem-lumef (inject), w/o vo
treat_severe_mal
Sev malaria treat: quinine, artemether, artesunate, artemether-lumefantrine (inj
treat_severe_mal_alt
treat_sev_simple_mal
Any treatment for malaria: severe or simple
treat_sev_simple_mal_alt
Any treatment for malaria alt: severe or simple, w/o voucher correction
antibiot
Bought antibiotics
U_amodiaquine_aggreg
Amodiaquine: several brands
U_artemether_T
Artemether: several brands (tablet)
U_artemether_I
Artemether: (injectable)
U_artesunate_T
Artesunate:(tablet)
U_artesunate_I
Artesunate:(injectable)
U_quinine_T
Quinine:(tablet)
U_quinine_I
Quinine:(injectable)
U_artemet_lumefant_T
Artemether-lumefantrine:(tablet)
U_artemet_lumefant_alt_T
U_artemet_lumefant_I
Artemether-lumefantrine:(injectable)
U_ACT_al_I
ACT: artemether-lumefantrine (injectable)
U_ACT_ar_am_I
ACT: artesunate (injectable) + amodiaquine
U_ACT_artm_am_I
ACT: artemether (injectable) + amodiaquine
U_ACT_artemether_sp_I
ACT: artemether (injectable) + SP
U_ACT_artesunate_sp_I
ACT: artesunate (injectable) + SP
U_ACT_al_T
ACT: artemether-lumefantrine (tablet)
U_ACT_al_alt_T
Total: 5067
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