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Table 2 Description of input variables in the antibiotic over-treatment analysis

From: Integrated paediatric fever management and antibiotic over-treatment in Malawi health facilities: data mining a national facility census

Input

Description

Source

Main

 RDT done

RDT done prior to consultation (yes or no)

Provider interview

 RDT result

RDT result (positive or negative)

Provider interview

Patient

 Caregiver sex

Gender (male or female)

Exit interview

 Child sex

Gender (male or female)

Observation

 Caregiver age

Age (numeric: 11–74 years)

Exit interview

 Diarrhoea

Diarrhea complaint (yes or no)

Exit interview

 CDB

Cough or difficult breathing (yes or no)

Exit interview

 Danger sign

Any danger sign complaint (yes or no)

Exit interview

 Temperature

Temperature (numeric: 35°–40.8°)

Re-examination

 Illness duration

Illness duration (numeric: 0–60 days)

Exit interview

 Nearest facility

Nearest facility to home (yes or no)

Exit interview

 Clinical examination

Counted breaths for 60 s (yes or no)

Observation

 Consultation length

Derived from consultation start and end times (numeric: 0–307 min)

Observation

 Consultation start hour

Derived from consultation start time (numeric: 7:00–17:00)

Observation

 Wait time

Reported wait from arrival to consultation (numeric: 0–600 min)

Exit interview

Provider

 Provider sex

Gender (male or female)

Observation

 Job qualification

Doctor/clinical officer/technician or medical assistant or nurse/midwife/HSA

Observation

 Supervisor status

Supervisor or in-charge (yes or no)

Provider interview

 Experience

Year received current job qualification (numeric: 1950–2014)

Provider interview

 Work hours

Average work hours per week (numeric: 1–90 h per week)

Provider interview

 Training

RDT training (ever received or not)

Provider interview

 Training

IMCI training (ever received or not)

Provider interview

 Supervision

Provider supervision (ever received or not)

Provider interview

 Supervision quality

Discussed work issues during most recent supervisory visit (yes or no)

Provider interview

Facility

 Malaria risk

PfPR in 2–10 year olds (numeric: 0.0–0.4)

Malaria Atlas Project

 Transmission season

Transmission season (peak or off-peak)

MARA

 Location

Residence (urban or rural)

Facility audit

 Region

Region (central or north or south)

Facility audit

 Facility type

Hospital (central, district, rural, other) or other facility (centre, post, dispensary, clinic)

Facility audit

 Managing authority

Government or CHAM/other

Facility audit

 Management

Routine management meetings (yes or no)

Facility audit

 Staffing

Total staff doctors (numeric: 0–119)

Facility audit

 External supervision

External supervisory visit to facility (ever received or not)

Facility audit

 User fees

Routine general user fees (yes or no)

Facility audit

 Medicine stocks

Antibiotic (any type available or not)

Facility audit

 Medicine stocks

Anti-malarial (any type available or not)

Facility audit

 Supply stocks

RDT (observed valid or not in either service area or laboratory)

Facility audit

 Supply stocks

Facility or staff timer (available or not)

Facility audit

 Guidelines

RDT job aid or guidelines (available or not)

Facility audit

 Guidelines

IMCI guidelines (available or not)

Facility audit