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The Firm Adoption of Technology (FAT) Survey, 2022

Cambodia, 2022
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Reference ID
KHM_2022_FAT_v01_M
DOI
https://doi.org/10.48529/enjx-z086
Producer(s)
Xavier Cirera, Diego Comin, Marcio Cruz
Collection(s)
The Firm Adoption of Technology (FAT) Survey
Metadata
Documentation in PDF DDI/XML JSON
Created on
Mar 05, 2026
Last modified
Apr 23, 2026
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8799
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139

Data file: fat_cambodia_disclosure

Firm-level Adoption of Technology (FAT) Cambodia survey dataset

Cases: 795
Variables: 828

Variables

c6_1b5
Air filtration - Other
c6_1c
Air filtration - MOST used method
c6_1d
Years using c6_1b3, c6_1b4
c6_2b1
Weighting - Beam Scales
c6_2b2
Weighting - Analog Scales
c6_2b3
Weighting - Electronic Scales
c6_2b4
Weighting - Automated Weighing
c6_2b5
Weighting - Other
c6_2c
Weighting - MOST used method
c6_2d
Years using c6_2b4
c6_3b1
Mixing/compounding - Manual
c6_3b2
Mixing/compounding - Planetary Mixers OR homogenizers
c6_3b3
Mixing/compounding - High Speed, High Shear Granulators
c6_3b4
Mixing/compounding - Fluid Bed Processors (not with syrups)
c6_3b5
Mixing/compounding - Fully Automated Compounding
c6_3b6
Mixing/compounding - Other
c6_3c
Mixing/compounding - MOST used method
c6_3d
Years using c6_3b3, c6_3b4, c6_3b5
c6_4a1
Compression/encapsulation - in house
c6_4a2
Compression/encapsulation - outsourced (another unit - same firm)
c6_4a3
Compression/encapsulation - outsourced (another firm)
c6_4b1
Compression/encapsulation - Manual
c6_4b2
Compression/encapsulation - Motorized
c6_4b3
Compression/encapsulation - Automated
c6_4b4
Compression/encapsulation - Integrated
c6_4b5
Compression/encapsulation - Other
c6_4c
Compression/encapsulation - MOST used method
c6_4d
Years using c6_4b3, c6_4b4
c6_5a1
Quality control - in-house
c6_5a2
Quality control - outsourced (another unit - same firm)
c6_5a3
Quality control - outsourced (another firm)
c6_5b1
Quality control - Manual, titrimetric/chromatographic
c6_5b2
Quality control - Elec. chromatography
c6_5b3
Quality control - Elec. chromatography w data acquisition
c6_5b4
Quality control - Other
c6_5c
Quality Control - MOST used method
c6_5d
Years using c6_5b2, c6_5b3
c6_6a1
Package pharma. products - in house
c6_6a2
Package pharma. products - outsourced (another unit - same firm)
c6_6a3
Package pharma. products - outsourced (another firm)
c6_6b1
Packaging - Manual filling pills or syrups
c6_6b2
Packaging - Slat Counters, Cottoners, etc; machine filling
c6_6b3
Packaging - Automated, integrated packaging lines
c6_6b4
Packaging - Other
c6_6c
Packaging - MOST used method
c6_6d
Years using c6_6b2, c6_6b3
c7_1a1
Cust. supp. - in house
c7_1a2
Cust. supp. - outsourced (another unit - same firm)
c7_1a3
Cust. supp. - outsourced (another firm)
c7_1b1
Cust. serv. - Store
c7_1b2
Cust. serv. - Phone or Help Desk
c7_1b3
Cust. serv. - Social Media
c7_1b4
Cust. serv. - Online requests
c7_1b5
Cust. serv. - Chatbots
c7_1b6
Cust. serv. - Other
c7_1c
Service procedure - MOST used method
c7_1d
Years using c7_1b3, c7_1b4, c7_1b5
c7_2a1
Pricing - in house
c7_2a2
Pricing - outsourced (another unit - same firm)
c7_2a3
Pricing - outsourced (another firm)
c7_2b1
Pricing - Manual Cost
c7_2b2
Pricing - Automated markup
c7_2b3
Pricing - Automated promotional
c7_2b4
Pricing - Dynamic pricing systems
c7_2b5
Pricing - Personalized pricing (predictive analytics)
c7_2b6
Pricing - Other
c7_2c
Pricing - MOST used method
c7_2d
Years using c7_2b4, c7_2b5
c7_2da
Regulation - price mechanism
c7_2db
Agency regulating price
c7_3a1
Merchandising - in house
c7_3a2
Merchandising - outsourced (another unit - same firm)
c7_3a3
Merchandising - outsourced (another firm)
c7_3b1
Merchandising - Manually selection
c7_3b2
Merchandising - Category mgt.
c7_3b3
Merchandising - Retail Merch. Systems or Digital Merch.
c7_3b4
Merchandising - Product trend analytics
c7_3b5
Merchandising - Other
c7_3c
Merchandising - MOST used method
c7_3d
Years using c7_3b3, c7_3b4
c7_4a1
Mgt. inventory - in house
c7_4a2
Mgt. inventory - outsourced (another unit - same firm)
c7_4a3
Mgt. inventory - outsourced (another firm)
c7_4b1
Inventory - Handwritten record keeping
c7_4b2
Inventory - Computer databases (manual updates)
c7_4b3
Inventory - WMS (specialised software)
c7_4b4
Inventory - CAO, vendor-managed, and/or radio-frequency identification
c7_4b5
Inventory - AS/RS
c7_4b6
Inventory - Other
c7_4c
Inventory - MOST used method
c7_4d
Years using c7_4b4, c7_4b5
c7_5a1
Ads - in house
c7_5a2
Ads - outsourced (another unit - same firm)
c7_5a3
Ads - outsourced (another firm)
c7_5b1
Ad channels - Paper based communication
c7_5b2
Ad channels - Radio, Billboards, TV
c7_5b3
Ad channels - Email or mobile phone
c7_5b4
Ad channels - Social Media
c7_5b5
Ad channels - Search Engine Marketing
c7_5b6
Ad channels - Big data Analytics or AI
c7_5b7
Ad channels - Other
c7_5c
Ad channels - MOST used method
c7_5d
Years using c7_5b5, c7_5b6
c7_6a1
Reduce packaging waste - recyclable or reusable bags
c7_6a2
Reduce packaging waste - recyclable or biodegradable packaging
c7_6a3
Reduce packaging waste - digital receipts
c7_6a4
Reduce packaging waste - recycling shipment packaging
c7_6b1
Reduce shipment waste - recycle vendor shipment and reuse for orders
c7_6b2
Reduce shipment waste - recyclable or biodegradable materials for customers
c7_6c1
Green Sourcing - sustainability standards
c7_6c2
Green Sourcing - % of vendors adhering standards
c8_0a
N checking accounts managed
c8_0b
N saving acc. managed
c8_0c
N loans managed
c8_1a1
Cust. serv. (checking + savings acc) - in house
c8_1a2
Cust. serv. (checking + savings acc) - outsourced (another unit - same firm)
c8_1a3
Cust. serv. (checking + savings acc) - outsourced (another firm)
c8_1b1
Cust. serv. - Teller
c8_1b2
Cust. serv. - ATM machines
c8_1b3
Cust. serv. - On-line on company website
c8_1b4
Cust. serv. - Mobile app
c8_1b6
Cust. serv. - Other
c8_1c
Cust. serv. - MOST used method
c8_1d
Years using c8_1b3, c8_1b4
c8_2a1
Client id/fraud - in house
c8_2a2
Client id/fraud - outsourced (another unit - same firm)
c8_2a3
Client id/fraud - outsourced (another firm)
c8_2b1
Verification id - Teller
c8_2b2
Verification id - online passwords
c8_2b3
Verification id - online passwords (combined)
c8_2b4
Verification id - Digital auth.
c8_2b5
Verification id - Biometrics
c8_2b6
Verification id - Blockchain
c8_2b7
Verification id - Other
c8_2c
Verification - MOST used method
c8_2d
Years using c8_2b4, c8_2b5, c8_2b6
c8_3a1
Loan app - in house
c8_3a2
Loan app - outsourced (another unit - same firm)
c8_3a3
Loan app - outsourced (another firm)
c8_3b1
Loan app - Loan officer (paper-based)
c8_3b2
Loan app - Mobile app + paper
c8_3b3
Loan app - Channel partners
c8_3b4
Loan app - Mobile app + digital process
c8_3b5
Loan app - Other
c8_3c
Loan app - MOST used method
c8_3d
Years using c8_3b2, c8_3b4
c8_4a1
Credit approvals - in house
c8_4a2
Credit approvals - outsourced (another unit - same firm)
c8_4a3
Credit approvals - outsourced (another firm)
c8_4b1
Credit approvals - Analyst (paper-based)
c8_4b2
Credit approvals - Analyst (digital info)
c8_4b3
Credit approvals - Automated
c8_4b4
Credit approvals - Algorithm (AI or Big-Data)
c8_4b5
Credit approvals - Other
c8_4c
Credit approvals - MOST used method
c8_4d
Years using c8_4b3, c8_4b4
c8_5a1
Operational supp. - in house
c8_5a2
Operational supp. - outsourced (another unit - same firm)
c8_5a3
Operational supp. - outsourced (another firm)
c8_5b1
Op. supp. - writing records
c8_5b2
Op. supp. - dig. accounting (PCs)
c8_5b3
Op. supp. - dig. network
c8_5b4
Op. supp. - other
c8_5c
Op. supp. - MOST used method
c8_5d
Years using c8_5b2, c8_5b3
c9_0a1
Transport serv. - Passengers
c9_0a2
Transport serv. - Freight
c9_0a3
Transport serv. - Other
c9_0b1
Fleet type - Trucks
c9_0b2
Fleet type - Cars
c9_0b3
Fleet type - Motorcycle
c9_0b4
Fleet type - Others
c9_0b5
N of vehicles - Trucks
c9_0b6
N of vehicles - Cars
c9_0b7
N of vehicles - Motorcycle
c9_0b8
N of vehicles with automatic transmission
c9_0b9
N of vehicles with hybrid or electric
c9_0b10
N of vehicles with GPS tracking
c9_0d1
Carbon emission control levels
c9_0d2
Fleet compliance (%)
c9_0e1
Monitor and targets - speed compliance
c9_0e2
Monitor and targets - idle time
c9_0e3
Monitor and targets - mileage compliance
c9_0e4
Monitor and targets - carbon emissions
c9_1a1
Load optimization - in house
c9_1a2
Load optimization - outsourced (another unit - same firm)
c9_1a3
Load optimization - outsourced (another firm)
c9_1b1
Transportation planning - handwritten info.
c9_1b2
Transportation planning - electronic file share
c9_1b3
Transportation planning - installed software
c9_1b4
Transportation planning - real time info. with ERP
c9_1b5
Transportation planning - Other
c9_1c
Transportation planning - MOST used method
c9_1d
Years using c9_1b3, c9_1b4
c9_1e
Software for mileage optimization
c9_2a1
Execute transp. load plans - in house
c9_2a2
Execute transp. load plans - outsourced (another unit - same firm)
c9_2a3
Execute transp. load plans - outsourced (another firm)
c9_2b1
Loading - Manual process (fax, text, phone)
c9_2b2
Loading - Manual process (dig. platforms)
c9_2b3
Loading - web-based
c9_2b4
Loading - specific software interface via Internet
c9_2b5
Loading - file exchange (ERP integrated apps)
c9_2b6
Loading - Other
c9_2c
Loading - MOST used method
c9_2d
Years using c9_2b3, c9_2b4, c9_2b5
c9_3a1
Monitor load/delivery - in house
c9_3a2
Monitor load/delivery - outsourced (another unit - same firm)
c9_3a3
Monitor load/delivery - outsourced (another firm)
c9_3b1
Monitoring load/delivery - Event driven (fax, text, phone calls)
c9_3b2
Monitoring load/delivery - Event driven (digital)
c9_3b3
Monitoring load/delivery - Paper documentation
c9_3b4
Monitoring load/delivery - installed softwares
c9_3b5
Monitoring load/delivery - ERP integrated apps
c9_3b6
Monitoring load/delivery - Other
c9_3c
Transportation monitoring - MOST used method
c9_3d
Years using c9_3b3, c9_3b4, c9_3b5
c9_4a1
Transport performance - in house
c9_4a2
Transport performance - outsourced (another unit - same firm)
c9_4a3
Transport performance - outsourced (another firm)
c9_4b1
Transp. perf. - manually
c9_4b2
Transp. perf. - computer (non-specialized software)
c9_4b3
Transp. perf. - computer (specialised transp. reporting)
c9_4b4
Transp. perf. - installed software
c9_4b5
Transp. perf. - file exchange between ERP integrated
c9_4b6
Transp. perf. - Other
c9_4c
Transp. Perf. - MOST used method
c9_4d
Years using c9_4b3, c9_4b4, c9_4b5
c9_5a1
Fleet assets - in house
c9_5a2
Fleet assets - outsourced (another unit - same firm)
c9_5a3
Fleet assets - outsourced (another firm)
c9_5b1
Fleet management - manual
c9_5b2
Fleet management - electronic file
c9_5b3
Fleet management - ETM
c9_5b4
Fleet management - ERP and software
c9_5b5
Fleet management - Other
c9_5c
Fleet management - MOST used method
c9_5d
Years using c9_5b3, c9_5b4
c9_5e
Replacement frequency of fleet
c10_0
Complexity of health treatment
c10_0a
No. of patients per day
c10_0b
No. of patients night, per day
c10_0c
No. of full-time doctors
c10_0d
No. of full-time nurses
c10_1a1
Hosp. facilities - ER
c10_1b1
Hosp. facilities - ER no.
c10_1a2
Hosp. facilities - Postoperative care area
c10_1b2
Hosp. facilities - Postoperative care area no.
c10_1a3
Hosp. facilities - ICU
c10_1b3
Hosp. facilities - ICU no.
c10_1a4
Hosp. facilities - Blood Bank
c10_1b4
Hosp. facilities - Blood Bank no.
c10_1a5
Hosp. facilities - Testing labs
c10_1b5
Hosp. facilities - Testing labs no.
c10_1a6
Hosp. facilities - X-ray
c10_1b6
Hosp. facilities - X-ray no.
c10_1a7
Hosp. facilities - ultrasound machine
c10_1b7
Hosp. facilities - ultrasound machine no.
c10_1a8
Hosp. facilities - CT scan
c10_1b8
Hosp.facilities - CT scan no.
c10_1a9
Hosp. facilities - MRI machine
c10_1b9
Hosp. facilities - MRI machine no.
c10_1a11
Hosp. facilities - Pulse oximetry
c10_1b11
Hosp. facilities - Pulse oximetry no.
c10_1a12
Hosp. facilities - ECG
c10_1b12
Hosp. facilities - ECG no.
c10_2a1
Appt. - in house
c10_2a2
Appt. - outsourced (another unit - same firm)
c10_2a3
Appt. - outsourced (another firm)
c10_2b1
Scheduling - Personal visit and paper
c10_2b2
Scheduling - Phone call, SMS, or Email
c10_2b3
Scheduling - Software or app (w/o automated reminders)
c10_2b4
Scheduling - Software or app (w automated reminders)
c10_2b5
Scheduling - Other
c10_2c
Scheduling - MOST used method
c10_2d
Years using c10_2b3, c10_2b4
c10_3a1
Patient records - in house
c10_3a2
Patient records - outsourced (another unit - same firm)
c10_3a3
Patient records - outsourced (another firm)
c10_3b1
Patient records - Handwritten process
c10_3b2
Patient records - Digital patient records
c10_3b3
Patient records - EHR
c10_3b4
Patient records - Cloud-based HER
c10_3b5
Patient records - Other
c10_3c
Patient record - MOST used method
c10_3d
Years using c10_3b3, c10_3b4
c10_4a1
Pharmacy - in house
c10_4b1
Medication - Internal Pharmacy
c10_4b2
Medication - Order of medication
c10_4c1
Med. mgt./admin. - Handwritten
c10_4c2
Med. mgt./admin. - Barcode/electronic id
c10_4c3
Med. mgt./admin. - Other
c10_4d
Years using c10_4c2
c10_5a1
Sepsis treat. - antibiotics
c10_5a2
Sepsis treat. - adv. therapies
c10_5b1
Childbirth - C-section
c10_5b2
Childbirth - High-risk labor
c10_5c1
Trauma - Traction (closed fracture)
c10_5c2
Trauma - Open Treatment of Fracture
c10_5d1
Myocardial infarction/Strokes - defibrillation
Total: 828
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