|
Based on business register and periodically reviewed
|
səhifə | 7/15 | tarix | 06.03.2018 | ölçüsü | 521 b. | | #44921 |
| In drawing a sample, special attention to be paid to: - Level of details to be published
- Resources available
- Accuracy and timeliness required
- Response burden
Simple/stratified sampling by activity and size
> Business Register to be kept up-to-date with new units > Business Register to be kept up-to-date with new units
Administrative registers or datasets can be used as: Administrative registers or datasets can be used as: - Single source in their own right
- Frame for sampling via the Business Register
- Complementary source
- Validation
- Data source for small enterprises
For STS limited administrative sources available: - VAT (value added tax)
- Social security data (employment and labor cost)
- Building permits, etc.
+ Reduction of response burden - + Reduction of response burden
- + Reduction of costs, data collection and manual work
- + Total populations - detailed classifications/regional indicators
- + Better quality and coverage (of smallest units)
- Data content, units, concepts and definitions may differ
- Dependence on few large data suppliers
- Timeliness - may require use of estimation
- Access and confidentiality
- Non-observed economy unlikely to be included
- Requires good IT capacity by the supplier and the NSO
National ID-system for enterprises National ID-system for enterprises New production methods: The most important units to direct collection - Active co-operation with large enterprises
Development of questionnaires: - Simplification – part of information from registers
- Efficiency – electronic data collection
Compulsory to use existing data (if suitable) in statistics production Compulsory to use existing data (if suitable) in statistics production State government and social security institutions obliged to deliver their data to the NSO - Free of charge or compensation of direct costs
- Co-operation in making changes in data collection
To ensure data confidentiality - Individual data collected for statistics should not be handed over to any use other than statistics or research!
Compilation Central Role of VAT Data
Compilation Data Control and Editing Studying data to identify errors - Detect errors that have a significant influence
- Check whether values are within given ranges
- Check whether values for related variables are coherent
- Compare to past responses (previous months and a year ago)
Give top priority to outliers and errors that have the largest impact on the results Outlier values require careful treatment - May be correct but caused by unusual circumstances
Compilation Treating Non-Response Controlling response burden Reducing the effect of non-response - Alternative source, e.g. administrative data
- Imputation based on historical data
- Mean value imputation, donor/nearist neighbour, regression of variables
Compilation Impact on the Results
Compilation Non-Comparable Changes (NCCs) Structural changes in the population: - New units are set up and others stop existing
- Units may be taken over, merged or split up
- Units may expand, contract or change their activities
Reasons for large changes UN Guide on the Impact of Globalization on National Accounts > helps with STS as well
Compilation Example of NCCs
Compilation Alternative Treatments of NCCs All changes are recorded as they are (actual) - Contaminated with apparent, non-comparable changes
- Difficult to obtain a picture of economic reality
- Simplicity
Panel method - Only same units in both periods are included
- Start-ups and closures would be cancelled out
- Seriously biased results in highly dynamic populations
- Simplicity
Compilation Alternative Treatments of NCCs |
|
|