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The Firm Adoption of Technology (FAT) Survey, 2021

Poland, 2021
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Reference ID
POL_2021_FAT_v01_M
DOI
https://doi.org/10.48529/8fph-kw88
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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Data file: fat_poland_disclosure

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

Cases: 1500
Variables: 917

Variables

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
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_1a2
Hosp. facilities - Postoperative care area
c10_1a3
Hosp. facilities - ICU
c10_1a4
Hosp. facilities - Blood Bank
c10_1a5
Hosp. facilities - Testing labs
c10_1a6
Hosp. facilities - X-ray
c10_1a7
Hosp. facilities - ultrasound machine
c10_1a8
Hosp. facilities - CT scan
c10_1a9
Hosp. facilities - MRI machine
c10_1a11
Hosp. facilities - Pulse oximetry
c10_1a12
Hosp. facilities - ECG
c10_1b1
Hosp. facilities - ER no.
c10_1b2
Hosp. facilities - Postoperative care area no.
c10_1b3
Hosp. facilities - ICU no.
c10_1b4
Hosp. facilities - Blood Bank no.
c10_1b5
Hosp. facilities - Testing labs no.
c10_1b6
Hosp. facilities - X-ray no.
c10_1b7
Hosp. facilities - ultrasound machine no.
c10_1b8
Hosp.facilities - CT scan no.
c10_1b9
Hosp. facilities - MRI machine no.
c10_1b11
Hosp. facilities - Pulse oximetry no.
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
c10_5d2
Myocardial infarction/Strokes - angiography
c11_01a
Material - natural leather
c11_01b
Material - man-made leather
c11_01c
Material - textile
c11_01d
Material - synthetic + textile
c11_01e
Material - synthetic + textile + leather
c11_01f
Material - other
c11_02a
Leather goods - basic
c11_02b
Leather goods - fashion
c11_02c
Leather goods - sports
c11_02d
Leather goods - shoes
c11_02e
Leather goods - other
c11_03a
Finishes - screen print
c11_03b
Finishes - embroidery
c11_03c
Finishes - seamless
c11_03d
Finishes - ink or wax
c11_03e
Finishes - waterproofing
c11_03f
Finishes - other
c11_1a1
Provide files for design
c11_1a2
Most common files
c11_1a3
Design drawing - in house
c11_1a4
Design drawing - outsourced (another unit - same firm)
c11_1a5
Design drawing - outsourced (another firm)
c11_1b1
Design - Manual
c11_1b2
Design - Digital or semi-digital
c11_1b3
Design - CAD, 3D, or virtual
c11_1b4
Design - Other
c11_1c
Design - MOST used method
c11_1d
Years using c11_1b2, c11_1b3
c11_2a1
Cutting - in-house
c11_2a2
Cutting - outsourced (another unit - same firm)
c11_2a3
Cutting - outsourced (another firm)
c11_2b1
Cutting - Manual
c11_2b2
Cutting - Machine manually-operated
c11_2b3
Cutting - Semi-automatic machine
c11_2b4
Cutting - Automatic/Computerised (no Laser)
c11_2b5
Cutting - Automatic/Computerised (Laser)
c11_2b6
Cutting - Other
c11_2c
Cutting - MOST used method
c11_2d
Years using c11_2b4, c11_2b5
c11_3a1
Sewing - in-house
c11_3a2
Sewing - outsourced (another unit - same firm)
c11_3a3
Sewing - outsourced (another firm)
c11_3b1
Sewing - Manually
c11_3b2
Sewing - Machine (manually)
c11_3b3
Sewing - Machine (semi-automated)
c11_3b4
Sewing - Machine (automated)
c11_3b5
Sewing - 3D Knitting
c11_3b6
Sewing - Other
c11_3c
Sewing - MOST used method
c11_3d
Years using c11_3b3, c11_3b4, c11_cb5
c11_4a1
Assembly/Finishing - in-house
c11_4a2
Assembly/Finishing - outsourced (another unit - same firm)
c11_4a3
Assembly/Finishing - outsourced (another firm)
c11_4b1
Assembly/Finishing - manual
c11_4b2
Assembly/Finishing - conveyor/assembly (static/semi-automated)
c11_4b3
Assembly/Finishing - conveyor/assembly (dynamic/automated)
c11_4b4
Assembly/Finishing - injection machine
c11_4b5
Assembly/Finishing - 3D printing
c11_4b6
Assembly/Finishing - Other
c11_4c
Assembly/Finishing - MOST used method
c11_4d
Years using c11_4b3, c11_4b4, c11_4b5
c12_0
Accommodation classification
c12_0a
No. of rooms available
c12_0b
Max. capacity of guests
c12_0c
N rooms - internet connection
c12_0d
N rooms - AC
c12_0e
N rooms - TV
c12_0f
N rooms - cable
c12_0g
N rooms - minibar
c12_0h
N rooms - coffee maker
c12_0i
N rooms - telephone
c12_0j
N rooms - hairdryer
c12_0k
N of years with internet connections
c12_1a1
Reservations - in house
c12_1a2
Reservations - outsourced (another unit - same firm)
c12_1a3
Reservations - outsourced (another firm)
c12_1b1
Reservations - handwritten
c12_1b2
Reservations - digital (std software)
c12_1b3
Reservations - dedicated
c12_1b4
Reservations - PMS
c12_1b5
Reservations - cloud-based
c12_1b6
Reservations - other
c12_1c
Reservations - MOST used method
c12_1d
Years using c12_1b3, c12_1b4, c12_1b5
c12_1e1
Online travel agency for booking
c12_1e2
Share of booking - online agency
c12_1e3
Online travel agency - MOST used
c12_1e4_1
Online agency - Booking.com
c12_1e4_2
Online agency - Trip Advisor
c12_1e4_4
Online agency - AirBnB
c12_1e4_5
Online agency - Others
c12_1e4_6_pol
online platforms - Nocowanie.pl
c12_1e4_7_pol
online platforms - travelplanet.pl
c12_1e5
Other online agencies
c12_2a1
Accom Pricing - in house
c12_2a2
Accom Pricing - outsourced (another unit - same firm)
c12_2a3
Accom Pricing - outsourced (another firm)
c12_2b1
Accom Pricing - manual cost
c12_2b2
Accom Pricing - automated markup
c12_2b3
Accom Pricing - automated promotional
c12_2b4
Accom Pricing - dynamic pricing
c12_2b5
Accom Pricing - personalised pricing
c12_2b6
Accom Pricing - other
c12_2c
Accom Pricing - MOST used method
c12_2d
Years using c12_2b4, c12_2b5
c12_2da
Regulation limiting price accom
c12_2db
Agency regulating price accom
c12_3a1
Housekeeping - in house
c12_3a2
Housekeeping - outsourced (another unit - same firm)
c12_3a3
Housekeeping - outsourced (another firm)
c12_3b1
Housekeeping - handwritten
c12_3b2
Housekeeping - digital (std. software)
c12_3b3
Housekeeping - dedicated
c12_3b4
Housekeeping - PMS
c12_3b5
Housekeeping - cloud-based
c12_3b6
Housekeeping - other
c12_3c
Housekeeping - MOST used method
c12_3d
Years using c12_3b3, c12_3b4, c12_3b5
c12_3e1
Use vacuum cleaner
c12_3e2
N of vacuum cleaners used
c12_4a1
Laundry - in house
c12_4a2
Laundry - outsourced (another unit - same firm)
c12_4a3
Laundry - outsourced (another firm)
c12_4b1
Laundry - manual
c12_4b2
Laundry - domestic
c12_4b3
Laundry - industrial (w automatic sheet fold)
c12_4b4
Laundry - industrial (w/o automatic sheet fold)
c12_4b5
Laundry - other
c12_4c
Laundry - MOST used method
c12_4d
Years using c12_4c
c12_5a1
F and B - in house
c12_5a2
F and B - outsourced (another unit - same firm)
c12_5a3
F and B - outsourced (anothed firm)
c12_5b1
PoS - handwritten
c12_5b2
PoS - digital records
c12_5b3
PoS - specialised software
c12_5b4
PoS - PMS
c12_5b5
PoS - cloud-based
c12_5b6
PoS - other
c12_5c
PoS - MOST used method
c12_5d
Years using c12_5b3, c12_5b4, c12_5b5
c12_6a1
N. reviews - Booking.com
c12_6b1
N. reviews - Trip Advisor
c12_6c1
N. reviews - Expedia
c12_6d1
N. reviews - AirBnB
c12_6a2
Rate - Booking.com
c12_6b2
Rate - Trip Advisor
c12_6c2
Rate - Expedia
c12_6d2
Rate - AirBnB
d1a
Purchase/Lease - Equip. or Mach.
d1b
Purchase or Lease - Software License
d1c
Dev., Custom. or Modif. of Machine or Software
d2a
Most used info. source for decision making
d2d
Business Relationship - Multinational firm
d2e
CEO Experience - Large firm in same sector/multinational firm
d3a
Loan - mach., equip or licensing
d3c
No. - needed to borrow but not get it
d4a
Formal Incentives - Money, gift, or recognition
d4b
No. KPIs monitored
d6a
Did export?
d6b
Direct Exports (% of sales)
d6c
Imported inputs, machines or equipment?
d7a
Awareness - govt. support program/subsidy for tech. adoption
d7b
Benefitted from any govt. program/subsidy
d7c
Which kind of govt program/subsidy benefitted from
e1a
No. of permanent workers, full-time (ref_year1)
e1
Total no. workers by end of (ref_year1)
e2
Total no. workers by end of (ref_year2)
e1f
Total share of female workers (ref_year1)
e1f_1
What was the total number of female workers by the end of the year [2020]?
e3a
No. of CEOs and Managers (ref_year1)
e4a
No. of CEOs and Managers (ref_year2)
e3d
No. of Clerical support workers (ref_year1)
e4d
No. of Clerical support workers (ref_year2)
e3e
No. of Production workers (ref_year1)
e4e
No. of Production workers (ref_year2)
e3f
No. of Service or sales workers (ref_year1)
e4f
No. of Service or sales workers (ref_year2)
e5b
% of workers - completed secondary education
e5c
% of workers - vocational training
e5d
% of workers - completed college degree or more
e5b_1
number of workers who completed the following degrees as maximum - general or te
e5c_1
number of workers who completed the following degrees as maximum - Professional
e5d_1
number of workers who completed the following degrees as maximum - Bachelor's de
e3h
No. of workers dedicated to R&D activities?
e6a
Total sales [2020]
e6b
Total sales (ref_year2)
e7a
Total labor cost (ref_year1)
e7b
Total material cost (ref_year1)
e7c
Total energy cost (ref_year1)
e7d
Operation cost (ref_year1)
e8a
Equipment cost (ref_year1)
e8b
Building cost (ref_year1)
e9rd
Total R&D expenditure (ref_year1)
s4
Multi-Establishment
s7
How many workers does this establishment have?
firm_id
Firm ID
country
country_code
Total: 917
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