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    A I A S 1

    The WageIndicatorweb surveyfor worldwide social science

    research on wages

    Paulien Osse, WageIndicator Foundation

    Kea Tijdens, University of Amsterdam

    29 March 2007, ILO

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    A I A S2

    The WageIndicatorconcept

    National WageIndicatorwebsites with up-to-date work-related information

    answering visitors emails

    Salary Check

    providing free occupation-specific wage information controlling for age, gender, education and region

    Web survey asking the visitors a favor in return

    completing a web survey on work and wages (prize incentive)

    the data are used for researchand as input for the Salary Check

    Large numbers of visitors worldwide, the public shows a desire for wage information

    and is willing to complete the web survey

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    A I A S3

    A brief history(Netherlands)

    1999 desire for wage information on Internetdetailed occupation wage data needed

    for research 2000 survey about work and wages

    in womens magazines

    2001 launch womens WageIndicatorwebsite

    with web surveyand Salary Checkfor 45 occupations

    2002 launch websites for men, 40+, youth

    2004 Salary Checkfor 400 occupations

    2006 400,000 web visitors per month in NL

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    To othercountries

    2004 Belgium, Denmark, Germany, Spain,Finland, Italy, Poland, United Kingdom(EU funding 6th Framework Program)

    Hungary(EU funding EQUAL fund)

    2005 Argentina, Brazil, MexicoIndia, S-Korea, S-Africa,(funding NL development aid)

    2006 USA(funding Harvard Law School)

    2007 China, Russia, Sweden(contracts about to sign)

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    A I A S5

    WageIndictatorFoundation

    The WageIndicatorFoundation owns the WageIndicatorconcept

    is a not-for-profit organization

    Its mission statement

    Share and compare wage information.Contribute to a transparent labor market.Provide free, accurate wage data through salary checks onnational websites.Collect wage data through web surveys.

    Founded in 2003 under Dutch law by University of Amsterdam

    NL branch of the international career website Monster

    NL Dutch Confederation of Trade Unions (FNV)

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    WageIndicatorwebsites

    2007 35 websites in 17 countries, most of them

    managed by web journalists

    extra websites for multilingual countries,for women, elderly workers, IT staff (India)

    thousands of links in other websites

    Web visitors must trust

    the information provided in a Salary Check(thus it must offer high quality information)

    volunteering their data in the survey

    receiving a response to visitors email

    Web-marketing is critical

    cooperation with media groups, career sites, trade

    unions, all with a strong Internet presence

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    Media parters andweb-marketing

    Worldwide partners Career site Monster MSN Dutch World Service

    Partners with established reputations University of Amsterdam Erasmus of Rotterdam Harvard Law School Leading national newspapers and portals

    Gazeta Wyborcza (PL)

    El Pais (ES) La Nacion (AR) UOL (BR) Sueddeutsche (DE) Mail & Guardian (ZA) Etc.

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    The survey

    Target population: labor force wage-earners in formal and informal economy self-employed, free lancers, home workers

    (with SEWA in India)

    Questions on Occupation (4 dgt ISCO), industry (4 dgt NACE),

    education, work history, wages, benefits, hours,personal questions

    Questionnaire

    completion takes approximately 20 minutes survey has parallel questions addressing raregroups in the labor force to prevent break-off

    optimization as for the number of characters, clicksand pages

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    The technique

    Questionnaire Management System QMS

    developed for WageIndicator, using Open Source

    manages a multi-country, multi-lingual survey

    facilitates complicated routing, downloadingcodebooks and uploading languages

    includes a search tree application for questionson occupation, industry, region

    Data storage

    the data is securely stored on serversin USA, NL and India

    quarterly data releases

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    Web traffic

    Visits totals

    2005: 4.5 million

    2006: 7.8 million

    January 2007: > 800,000 Prognosis 2007: 10 million

    Variation per country, some examples

    NL: > 400,000/month (since 2001, household name) DE: > 100,000/month (since 2004, large population)

    BR/AR: 25,000/month (since 2006, well linked)

    ZA/IT/KR: < 1,000/month (weaker teams)

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    The response(1)

    2006Total visits 7.8 million

    Fully completed questionnaires 158,000

    Data for research and salary check309,000(2004-2006)

    Response rate overall

    3.85 %

    Large variation across countries

    Cross-country analysis of response rates

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    The response(2)

    Sample size (fully completed)

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    Respondent-sidefeedback

    Feedback on the websites

    visitors use the website for their decisionsabout schooling, occupational choice,wage negotiations, and job mobility

    we know from visitors email

    Feedback on the survey

    open-ended question If you have any comments

    on the questionnaire, please do so here passive feedback through break-off

    we want visitors to have fun in completing thequestionnaire (and they report back that they do)

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    Volunteerweb surveys

    Selection bias and Internet access worldwide Internet access rates are increasing fast this population is becoming more and more

    representativeof the population at large

    it will boom with wireless access

    Selection bias in choice of website? web visitors can choose out of millions of websites only a minor part visits a WageIndicatorwebsite

    web traffic can be directed in number and in targetgroup by means of web marketing

    Selection bias in completing the survey? 110 % of the web visitors completes the

    questionnaire (f.e. Finland 10 %)

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    Findings onselection bias

    In all countries

    the small groups in the labor force are under-represented, f.e. workers in small part-time jobs

    low educated are increasingly not underrepresented elderly workers 55+ are underrepresented

    gender representation varies across countries

    In Netherlands 2002-2006 the underrepresentation of these socio-demographic

    groups has declined in the past years

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    Coping withselection bias

    Web marketing addressing the target population at large

    sites for sub-populations otherwise not fully reached

    Routing through the questionnaire to prevent rare groups from break-off

    Weighting with aggregate data aggregate socio economic LFS data is used for

    weighting national WageIndicatordata

    Weighting with micro data

    micro-data from representative surveys will be usedto develop weights, using similar questions inWageIndicator, currently explored in the US

    Weighting with a reference survey using a small reference survey for weighting,

    currently explored in the Netherlands

    Volunteer web

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    Volunteer websurveys are

    advantageous

    because they can be held continuously costs are not linear related to sample size

    investment costs are relatively large-> conducting a continuous survey is profitable

    for WageIndicatorcontinuity is a prerequisitebecause of web marketing investments

    continuous surveys allow for temporaryplug-in questions

    because they can lead to large sample sizes allows for analyses of sub-sets

    allows for presenting randomly items from a pool

    allows for questions addressing relatively small

    groups, thus acting as a screening device

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    A I A S18

    The research

    Research community

    increasing numbers of researchers use the data

    On wages and working hours

    cross-country wage differentials for occupations

    gender pay gap and the motherhood penalty modeling preferences for a change in working hours

    On work place relations

    attitudes towards collective bargaining coverage

    effect of dismissals on self-perceived job insecurity On labor markets

    the multi-dimensionality of the informal labor marketwithin and across countries

    spill over effects of MNEs in local employment

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    A I A S19

    Is this new?

    Yes, it is because

    worldwide, neither high quality aggregate datanor micro-data about wages, bonuses, andworking hours are available

    worldwide, WageIndicatoris the first surveygathering wage data in so many countries

    worldwide, it is one of the first surveysusing web marketing for scientific data collection

    and because

    the exchange of informationfrom research to the public andfrom the public to research is not often seen

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    A I A S20

    A GlobalWageIndicator

    The plan a GlobalWageIndicatorplan to enlarge the weboperation to 75 countries in 5 continents

    inspired by the globalizing economy and the need forworldwide data on wages, currently not available

    jointly with International Labor Organization of theUnited Nations, Harvard Law School, University ofBelgrano (AR), and Indian Institute ofManagement/Ahmedabad (India)

    Its aims contributing to a transparent labor market by provi-

    ding reliable data about wages to a worldwide public

    collecting data for worldwide wage trend reports andfor researching the impact of globalization

    submitting plans to funding agencies in 2007

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    The role of ILO

    Support for the 75-countries plan

    Using the dataset for wage data orother data

    Input for funding options

    post Soviet area

    Arab speaking world

    Sub-Saharan Africa

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    Thank you for your attention

    www.wageindicator.org