Weighting methodology for the Norwegian Labour Force Survey from 2021 onwards
Weighting methodology for the Norwegian Labour Force Survey from 2021 onwards
A new revision in the weighting procedure of the Norwegian Labour Force Survey since the last one made in 2018 was required due to the change in the target age group for employment statistics, the introduction of the new sampling design in 2021 and the new weighting requirements with the new EU legislation for labour force surveys within the EU. Compared to the revision in 2018, the main weighting method via model-calibration has remained unchanged for the age group 15 - 74. However, significant changes occurred in the calculation of selection probabilities, which is not straightforward, and initial weights to calibration due to the new sampling design, changes in the data structure and the new weighting requirements by the new EU legislation. A linear calibration method was introduced for those within age groups 0 -14 and 75+. In order to fulfil the individual- and household-level requirements simultaneously and to ensure same weights for all individuals within any given household, an integrative calibration approach was introduced to be used for the calculation of yearly household weights. Several models were evaluated in this respect, and a final model was chosen by considering robustness and gain in precision.
Labour force survey, model-calibration, integrative calibration
Oguz Alper, Melike
02d5ed8a-e9e3-438a-95c0-709acd83a5f8
17 November 2023
Oguz Alper, Melike
02d5ed8a-e9e3-438a-95c0-709acd83a5f8
Oguz Alper, Melike
(2023)
Weighting methodology for the Norwegian Labour Force Survey from 2021 onwards
(Notater/Documents, 2023/51)
Statistics Norway
28pp.
Record type:
Monograph
(Project Report)
Abstract
A new revision in the weighting procedure of the Norwegian Labour Force Survey since the last one made in 2018 was required due to the change in the target age group for employment statistics, the introduction of the new sampling design in 2021 and the new weighting requirements with the new EU legislation for labour force surveys within the EU. Compared to the revision in 2018, the main weighting method via model-calibration has remained unchanged for the age group 15 - 74. However, significant changes occurred in the calculation of selection probabilities, which is not straightforward, and initial weights to calibration due to the new sampling design, changes in the data structure and the new weighting requirements by the new EU legislation. A linear calibration method was introduced for those within age groups 0 -14 and 75+. In order to fulfil the individual- and household-level requirements simultaneously and to ensure same weights for all individuals within any given household, an integrative calibration approach was introduced to be used for the calculation of yearly household weights. Several models were evaluated in this respect, and a final model was chosen by considering robustness and gain in precision.
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Published date: 17 November 2023
Keywords:
Labour force survey, model-calibration, integrative calibration
Identifiers
Local EPrints ID: 485015
URI: http://eprints.soton.ac.uk/id/eprint/485015
ISSN: 2535-7271
PURE UUID: e0f1d40f-f79e-4bf5-8fc2-4294b9a2d4b5
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Date deposited: 28 Nov 2023 17:36
Last modified: 18 Mar 2024 04:09
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Author:
Melike Oguz Alper
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