A Spanish Continuous Volunteer Web Survey: Sample Bias, Weighting and Efficiency
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| Formato: | Artículo científico |
| Lenguaje: | en |
| Publicado: |
Centro de Investigaciones Sociológicas
2010
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| _version_ | 1876475270290997248 |
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| author | Pablo de Pedraza |
| author_facet | Pablo de Pedraza |
| contents | A Spanish Continuous Volunteer Web Survey: Sample Bias, Weighting and Efficiency Pablo de Pedraza Kea Tijdens Rafael Muñoz de Bustillo Stephanie Steinmetz Sociología Sampling Fieldwork Labour Market Online Surveys Response Rates Using micro data from a continuous volunteer web survey (CVWS), the WageIndicator (WI), this paper firstly analyses the type of bias that such a survey method produces. Secondly, following a «modelbased » approach, two alternative data weighting methodologies are implemented. Thirdly, in order to test whether weighting corrects the bias, thus making it possible to obtain conclusions applicable to the whole labour force, the efficiency of the weighting methodologies is evaluated. Since the WageIndicator is a labour market oriented survey, weighting efficiency is evaluated by calculating mean salaries, inequality indices and salary regressions before and after applying weights to WI data, and by comparing the results obtained with those achieved using the Structure of Earnings Survey (SES), a wage survey run by the Spanish National Statistics Institute. It is concluded that, after weighting, estimated statistics and parameters move in the right direction. 2010 artículo científico 0210-5233 https://www.redalyc.org/articulo.oa?id=99718782004 en http://www.redalyc.org/revista.oa?id=997 REIS. Revista Española de Investigaciones Sociológicas application/pdf Centro de Investigaciones Sociológicas REIS. Revista Española de Investigaciones Sociológicas (España) Num.131 |
| format | Artículo científico |
| id | redalyc_99718782004 |
| institution | Redalyc |
| language | en |
| publishDate | 2010 |
| publisher | Centro de Investigaciones Sociológicas |
| spellingShingle | A Spanish Continuous Volunteer Web Survey: Sample Bias, Weighting and Efficiency Pablo de Pedraza Sociología Sampling Fieldwork Labour Market Online Surveys Response Rates A Spanish Continuous Volunteer Web Survey: Sample Bias, Weighting and Efficiency Pablo de Pedraza Kea Tijdens Rafael Muñoz de Bustillo Stephanie Steinmetz Sociología Sampling Fieldwork Labour Market Online Surveys Response Rates Using micro data from a continuous volunteer web survey (CVWS), the WageIndicator (WI), this paper firstly analyses the type of bias that such a survey method produces. Secondly, following a «modelbased » approach, two alternative data weighting methodologies are implemented. Thirdly, in order to test whether weighting corrects the bias, thus making it possible to obtain conclusions applicable to the whole labour force, the efficiency of the weighting methodologies is evaluated. Since the WageIndicator is a labour market oriented survey, weighting efficiency is evaluated by calculating mean salaries, inequality indices and salary regressions before and after applying weights to WI data, and by comparing the results obtained with those achieved using the Structure of Earnings Survey (SES), a wage survey run by the Spanish National Statistics Institute. It is concluded that, after weighting, estimated statistics and parameters move in the right direction. 2010 artículo científico 0210-5233 https://www.redalyc.org/articulo.oa?id=99718782004 en http://www.redalyc.org/revista.oa?id=997 REIS. Revista Española de Investigaciones Sociológicas application/pdf Centro de Investigaciones Sociológicas REIS. Revista Española de Investigaciones Sociológicas (España) Num.131 |
| title | A Spanish Continuous Volunteer Web Survey: Sample Bias, Weighting and Efficiency |
| topic | Sociología Sampling Fieldwork Labour Market Online Surveys Response Rates |
| url | https://www.redalyc.org/articulo.oa?id=99718782004 |