The implementation of tools to support the data quality of the survey frame Mario Ménard November 2008 Outline Data sources to populate and maintain the survey frame Quality Assurance Survey Interceptor Module Survey Frame Assessment Tool 2 Statistics Canada • Statistique Canada 2016-03-18 Data Sources used to maintain the frame • Legal name, business address, main activity description, geographical location, size measures etc. Canadian Revenue Agency (CRA) • 99% of businesses have only one operating entity • Identification of inactive businesses NAICS Coding • Data collection centers transmit survey feedback to the Register • Interception of legal name, business status and NAICS changes Central Survey Frame Business Register • 400 000 new businesses each year • 45 % are coded automatically based on the description provided at the time of registration • # of misclassified • 55 % requires manual intervention businesses 3 Statistics Canada • Statistique Canada Survey Feedback • Review the validity of the survey feedback • Updates business structure and its characteristics Profilers and Frame Analysts • Review the updates performed on business structures and its characteristics 2016-03-18 Quality Assurance Survey QAS measures the number of inactive businesses and the quality of NAICS coding for units on the BR Monthly sample of 600 businesses • Allows small constant surveys conducted by a few individuals • Reduces QAS interviewer re-training and ensures survey consistency from month to month • Provides timely, relevant measurements • Gives an indication of the inactive units and coding quality over time Units eligible for selection exclude very large and complex businesses and recently surveyed units 4 Statistics Canada • Statistique Canada 2016-03-18 Quality Assurance Survey Results from June 2007 - July 2008 % Death Rate % NAICS 2 Digit Error Rate % Error Rate by Revenue % Volatility Rate All sectors 18.5 13.2 1.3 2.5 11 Agriculture, Forestry, Fishing & Hunting 14.8 8.2 0.5 5.2 19 23 3.0 6.5 22 Utilities 14.5 7.6 0.0 - 23 Construction 17.4 7.3 0.9 0.1 16 20.2 0.3 2.2 41 Wholesale Trade 21.8 24.2 0.3 5.7 44-45 Retail Trade 16.4 8.3 0.1 2.1 48-49 Transportation & Warehousing 21.6 12.8 4.7 5 51 Information & Cultural Industries 22.7 13. 6 1.5 3.1 52 Finances & Insurance 19.2 22.7 2.8 2.2 53 Real Estate, Rental & Leasing 24.9 16.6 1.9 2.2 54 Professional, Scientific and Technical Services 18.4 10.5 1.0 0.1 23 33.5 8.5 3.8 17.3 29.7 8.9 5.5 16 16.9 1.4 1.6 62 Health Care & Social Assistance 16.1 3.5 6.2 - 71 Arts, Entertainment & Recreation 20.2 12 14.2 2.6 72 Accommodation & Food Services 17.9 3.5 0.0 0.1 81 Other Services except Public Administration 18.8 9.9 4.8 1.7 Sectors 21 Mining, Oil and Gas Extraction 31-33 Manufacturing 55 Management of Companies and Enterprises 56 Administrative & Support 61 Educational Services 5 Statistics Canada • Statistique Canada 2016-03-18 % Death Rate % NAICS 2 Digit Error Rate % Error Rate by Revenue % Volatility Rate 1.3 2.5 Quality Assurance Survey Results Sectors from June 2007 - July 2008 All sectors 18.5 % NAICS 2 Digit Error Rate % Error Rate by Revenue % Volatility Rate All sectors 18.5 13.2 1.3 2.5 11 Agriculture, Forestry, Fishing & Hunting 14.8 8.2 0.5 5.2 19 23 3.0 6.5 22 Utilities 14.5 7.6 0.0 - 23 Construction 17.4 7.3 0.9 0.1 16 20.2 0.3 2.2 41 Wholesale Trade 21.8 24.2 0.3 5.7 44-45 Retail Trade 16.4 8.3 0.1 2.1 48-49 Transportation & Warehousing 21.6 12.8 4.7 5 51 Information & Cultural Industries 22.7 13. 6 1.5 3.1 52 Finances & Insurance 19.2 22.7 2.8 2.2 53 Real Estate, Rental & Leasing 24.9 16.6 1.9 2.2 54 Professional, Scientific and Technical Services 18.4 10.5 1.0 0.1 23 33.5 8.5 3.8 17.3 29.7 8.9 5.5 16 16.9 1.4 1.6 62 Health Care & Social Assistance 16.1 3.5 6.2 - 71 Arts, Entertainment & Recreation 20.2 12 14.2 2.6 72 Accommodation & Food Services 17.9 3.5 0.0 0.1 81 Other Services except Public Administration 18.8 9.9 4.8 1.7 Sectors 21 Mining, Oil and Gas Extraction 31-33 Manufacturing 55 Management of Companies and Enterprises 56 Administrative & Support 61 Educational Services 6 13.2 % Death Rate Statistics Canada • Statistique Canada 2016-03-18 Interceptor Module Intercepts requests for updates received from the data collection centres The following events are intercepted: • Classification changes • Legal name changes • Business Status changes Survey program managers have the choice to decide if they want to use this module After 35 days in the interceptor module, requests for updates are processed automatically to avoid the accumulation of events 7 Statistics Canada • Statistique Canada 2016-03-18 Number and status of update requests received in the Interceptor Module From January 2008 to September 2008 # of update requests Total # of update requests 8 # of update requests cancelled % of update requests cancelled # of update requests accepted % of accepted requests 13 500 4 900 36 % 8 600 64 % Services Surveys 7 797 1 941 25 % 5 856 75 % Distributive Trade Surveys 1 571 899 57 % Manufacturing Surveys 1 533 919 60 % 614 40 % Others 2 599 1 141 44 % 1 458 56 % Statistics Canada • Statistique Canada 672 43 % 2016-03-18 Survey Frame Assessment Tool Indicates changes on the survey frame from one period to the other Easily accesses the details of the changes Analysis performed just before the release of the monthly Generic Survey Universe File Identifies the largest contributors to the change from one period to the another Measures the quality of work being performed by the people making updates to the frame Provides constructive feedback and a good indication of additional training that may be required 9 Statistics Canada • Statistique Canada 2016-03-18 Survey Frame Assessment Tool Number of additional establishments and their revenue contribution by type of updates between the June 1st and July 1st G-SUF, 2008 # of additional establishments Type of updates Total revenue (000,000) New establishments: 1) From profiling activities 349 $ 9 400 2) From assigning a NAICS code 11 800 $ 5 699 3) From obtaining a size measure from administrative source 11 329 $ 6 480 1 100 $ 5 600 5) From the Quality Assurance Survey 125 $ 10 6) From a new description received from CRA 270 $ 76 24 973 $ 27 265 NAICS Changes to existing establishment: 4) From profiling activities Total 10 Statistics Canada • Statistique Canada 2016-03-18 Survey Frame Assessment Tool Number of additional establishments and their revenue contribution by type of updates between the June 1st and July 1st G-SUF, 2008 # of additional establishments Type of updates Total revenue (000,000) New establishments: 1) From profiling activities 349 $ 9 400 2) From assigning a NAICS code 11 800 $ 5 699 3) From obtaining a size measure from administrative source 11 329 $ 6 480 1 100 $ 5 600 5) From the Quality Assurance Survey 125 $ 10 6) From a new description received from CRA 270 $ 76 24 973 $ 27 265 NAICS Changes to existing establishment: 4) From profiling activities Total 11 Statistics Canada • Statistique Canada 2016-03-18 Survey Frame Assessment Tool Number of additional establishments and their revenue contribution by type of updates between the June 1st and July 1st G-SUF, 2008 # of additional establishments Type of updates Total revenue (000,000) New establishments: 1) From profiling activities 349 $ 9 400 2) From assigning a NAICS code 11 800 $ 5 699 3) From obtaining a size measure from administrative source 11 329 $ 6 480 1 100 $ 5 600 5) From the Quality Assurance Survey 125 $ 10 6) From a new description received from CRA 270 $ 76 24 973 $ 27 265 NAICS Changes to existing establishment: 4) From profiling activities Total 12 Statistics Canada • Statistique Canada 2016-03-18 Survey Frame Assessment Tool Example of the detailed regarding each update that contributed to the changes in the GSUF from June 1st and July 1st G-SUF, 2008 Operating entity NAICS Before S76921157 Revenue Size Changes User ID Division Update Source 444190 1 679 790 761 Birth – New NAICS stlogae BRD On-line Profiling S77093355 413190 413190 1 512 330 738 Birth - New Establishment Stat flags menamar BRD On-line Profiling S75628386 412110 419120 1 277 462 141 NAICS Change corejoa IOFD On-line Profiling S77021577 336310 336310 689 831 265 Birth – Size measure External BRD Activation CRA 336310 545 678 900 Birth – NAICS lemaroc BRD On –line NAICS S66586043 13 NAICS After Statistics Canada • Statistique Canada 2016-03-18 Thank you Questions 14 Statistics Canada • Statistique Canada 2016-03-18