Top Banner
1 1 Indicators for Managing and Indicators for Managing and Improving the Data Improving the Data Collection Process Collection Process Sindre Børke and Jonas Dahl, Division for Data Collection Methods, Statistics Norway
14

1 1 Indicators for Managing and Improving the Data Collection Process Sindre Børke and Jonas Dahl, Division for Data Collection Methods, Statistics Norway.

Jan 04, 2016

Download

Documents

Ella Chapman
Welcome message from author
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
Page 1: 1 1 Indicators for Managing and Improving the Data Collection Process Sindre Børke and Jonas Dahl, Division for Data Collection Methods, Statistics Norway.

1

1

Indicators for Managing and Indicators for Managing and Improving the Data Collection Improving the Data Collection ProcessProcess

Sindre Børke and Jonas Dahl, Division for Data Collection Methods,

Statistics Norway

Page 2: 1 1 Indicators for Managing and Improving the Data Collection Process Sindre Børke and Jonas Dahl, Division for Data Collection Methods, Statistics Norway.

2

Looking around

• Eurostat focus on quality issues through several years

• Statistics Norway– Quality Issues at Statistics Norway– Systematic Quality Work in official Statistics – Theory and Practice– FOSS; A Standardisation Programme

Development of standardised working prosesses, methods and systems A system for systematic quality measurements and control Organisation and human resource development supporting this

Page 3: 1 1 Indicators for Managing and Improving the Data Collection Process Sindre Børke and Jonas Dahl, Division for Data Collection Methods, Statistics Norway.

3

Defining a Project

• Information for Different Levels of Management– Continuous Quality Improvement

• Part of the Statistical Value Chain

• Questionnaire-based Data Collection, and Editing on Micro Level

• Limited Number of Indicators

Page 4: 1 1 Indicators for Managing and Improving the Data Collection Process Sindre Børke and Jonas Dahl, Division for Data Collection Methods, Statistics Norway.

4

Indicators

• ”Specific and measurable elements of statistical practice”

• Defined by parameters

• Representative for the component it indicates

• Easy to interpret

• (Easy to collect data)

Page 5: 1 1 Indicators for Managing and Improving the Data Collection Process Sindre Børke and Jonas Dahl, Division for Data Collection Methods, Statistics Norway.

5

Indicators definitions

Page 6: 1 1 Indicators for Managing and Improving the Data Collection Process Sindre Børke and Jonas Dahl, Division for Data Collection Methods, Statistics Norway.

6

Groups of Indicators

• Illuminating stages in the value chain– choice of instrument(s) and designing questionnaires – respondent “behaviour” (incl use of support-telephone and e-mail) – progress in data collection (effect from reminders etc)– non-response – the merging of data in multi-mode design surveys– controls and corrections

Page 7: 1 1 Indicators for Managing and Improving the Data Collection Process Sindre Børke and Jonas Dahl, Division for Data Collection Methods, Statistics Norway.

7

Sick leave questionnaire – respondents’ telephone calls

Page 8: 1 1 Indicators for Managing and Improving the Data Collection Process Sindre Børke and Jonas Dahl, Division for Data Collection Methods, Statistics Norway.

8

Groups of Questionnaires

• Not all indicators are relevant on all questionnaires

• Use of indicators means comparing

• Clustering of questionnaires to create meaningful comparisons (benchmarking)

Year, Quarter or Month Business or Huseholds/Persons Interview/selfadministration ….

Page 9: 1 1 Indicators for Managing and Improving the Data Collection Process Sindre Børke and Jonas Dahl, Division for Data Collection Methods, Statistics Norway.

9

Response rates – development over time

Page 10: 1 1 Indicators for Managing and Improving the Data Collection Process Sindre Børke and Jonas Dahl, Division for Data Collection Methods, Statistics Norway.

10

Recurrent surveys

• Comparisons/development over time– Expected results of changes in questionnaire or process

• Stability in processes

Page 11: 1 1 Indicators for Managing and Improving the Data Collection Process Sindre Børke and Jonas Dahl, Division for Data Collection Methods, Statistics Norway.

11

Hotel statistics questionnaire – Electronic Data Delivery

Page 12: 1 1 Indicators for Managing and Improving the Data Collection Process Sindre Børke and Jonas Dahl, Division for Data Collection Methods, Statistics Norway.

12

Summing up

• No standards set, but observing level in each indicator

• Following recurrent surveys over time, identifying changes

• Benchmarking comparable surveys

Page 13: 1 1 Indicators for Managing and Improving the Data Collection Process Sindre Børke and Jonas Dahl, Division for Data Collection Methods, Statistics Norway.

13

Experiences so far

• Split up is necessary to establish relevance– Small steps on the value chain– Groups of comparable questionnaires

• Criterias for clustering are not established

• Some interesting indicators will be difficult (expensive) to establish

• Project challenge to keep focus on definitions, leaving the interpretation and action to others

Page 14: 1 1 Indicators for Managing and Improving the Data Collection Process Sindre Børke and Jonas Dahl, Division for Data Collection Methods, Statistics Norway.

14

The near future in the project

• Reformulating targets and ambitions

• Some more results in demo-version

• Defining indicators

• Clusering questionnaires

• Data collection design for defined parameters (implementing project results)