The Determinants of Employment and Earnings in Indonesia: A Multinomial Selection Approach
This paper uses household survey (Sakernas) data from the 1996 and 2004 to estimate the determinants of earnings in Indonesia. The Indonesian labour market is segmented, with a majority of workers engaged in informal-sector occupations, and earnings data are available only for formal-sector workers...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Weitere Verfasser: | |
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Paris
OECD Publishing
2009
|
| Schriftenreihe: | OECD Economics Department Working Papers
no.690 |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | This paper uses household survey (Sakernas) data from the 1996 and 2004 to estimate the determinants of earnings in Indonesia. The Indonesian labour market is segmented, with a majority of workers engaged in informal-sector occupations, and earnings data are available only for formal-sector workers (salaried employees). This posed problems for the estimation of earnings equations, because selection into different labour market statuses is likely to be non-random. In order to describe selection into different labour market statuses we use the most general version of the method proposed by Dubin and McFadden (1984), which Bourguignon, Fournier and Gurgand (2007) proved to be preferable to other available multinomial selection methods. We also deal with reverse causality between education attainment and earnings by estimating the selection equations using an instrumental variable technique. Our findings cast doubt on the use of a binomial selection rule and suggest that workers with higher levels of educational attainment are most likely to find a job in the formal sector, and that the informal sector is perceived by those workers who cannot obtain a job in the formal sector as an alternative to inactivity. This Working Paper relates to the 2008 OECD Economic Assessment of Indonesia (www.oecd.org/eco/surveys/indonesia). |
| Beschreibung: | 1 Online-Ressource (24 p.) 21 x 29.7cm. |
| DOI: | 10.1787/224864812153 |
Internformat
MARC
| LEADER | 00000cam a22000002 4500 | ||
|---|---|---|---|
| 001 | ZDB-13-SOC-061238562 | ||
| 003 | DE-627-1 | ||
| 005 | 20231204121233.0 | ||
| 007 | cr uuu---uuuuu | ||
| 008 | 210204s2009 xx |||||o 00| ||eng c | ||
| 024 | 7 | |a 10.1787/224864812153 |2 doi | |
| 035 | |a (DE-627-1)061238562 | ||
| 035 | |a (DE-599)KEP061238562 | ||
| 035 | |a (FR-PaOEC)224864812153 | ||
| 035 | |a (EBP)061238562 | ||
| 040 | |a DE-627 |b ger |c DE-627 |e rda | ||
| 041 | |a eng | ||
| 084 | |a J21 |2 jelc | ||
| 084 | |a J23 |2 jelc | ||
| 084 | |a J31 |2 jelc | ||
| 100 | 1 | |a Comola, Margherita |e VerfasserIn |4 aut | |
| 245 | 1 | 4 | |a The Determinants of Employment and Earnings in Indonesia |b A Multinomial Selection Approach |c Margherita, Comola and Luiz, de Mello = Les facteurs déterminants de l'emploi et des revenus en Indonésie : Une approche de sélection multinomiale / Margherita, Comola et Luiz, de Mello |
| 246 | 3 | 3 | |a Les facteurs déterminants de l'emploi et des revenus en Indonésie |
| 264 | 1 | |a Paris |b OECD Publishing |c 2009 | |
| 300 | |a 1 Online-Ressource (24 p.) |c 21 x 29.7cm. | ||
| 336 | |a Text |b txt |2 rdacontent | ||
| 337 | |a Computermedien |b c |2 rdamedia | ||
| 338 | |a Online-Ressource |b cr |2 rdacarrier | ||
| 490 | 0 | |a OECD Economics Department Working Papers |v no.690 | |
| 520 | |a This paper uses household survey (Sakernas) data from the 1996 and 2004 to estimate the determinants of earnings in Indonesia. The Indonesian labour market is segmented, with a majority of workers engaged in informal-sector occupations, and earnings data are available only for formal-sector workers (salaried employees). This posed problems for the estimation of earnings equations, because selection into different labour market statuses is likely to be non-random. In order to describe selection into different labour market statuses we use the most general version of the method proposed by Dubin and McFadden (1984), which Bourguignon, Fournier and Gurgand (2007) proved to be preferable to other available multinomial selection methods. We also deal with reverse causality between education attainment and earnings by estimating the selection equations using an instrumental variable technique. Our findings cast doubt on the use of a binomial selection rule and suggest that workers with higher levels of educational attainment are most likely to find a job in the formal sector, and that the informal sector is perceived by those workers who cannot obtain a job in the formal sector as an alternative to inactivity. This Working Paper relates to the 2008 OECD Economic Assessment of Indonesia (www.oecd.org/eco/surveys/indonesia). | ||
| 650 | 4 | |a Economics | |
| 650 | 4 | |a Indonesia | |
| 700 | 1 | |a de Mello, Luiz |e MitwirkendeR |4 ctb | |
| 856 | 4 | 0 | |l FWS01 |p ZDB-13-SOC |q FWS_PDA_SOC |u https://doi.org/10.1787/224864812153 |3 Volltext |
| 912 | |a ZDB-13-SOC | ||
| 912 | |a ZDB-13-SOC | ||
| 951 | |a BO | ||
| 912 | |a ZDB-13-SOC | ||
| 049 | |a DE-863 | ||
Datensatz im Suchindex
| DE-BY-FWS_katkey | ZDB-13-SOC-061238562 |
|---|---|
| _version_ | 1816797344414302208 |
| adam_text | |
| any_adam_object | |
| author | Comola, Margherita |
| author2 | de Mello, Luiz |
| author2_role | ctb |
| author2_variant | m l d ml mld |
| author_facet | Comola, Margherita de Mello, Luiz |
| author_role | aut |
| author_sort | Comola, Margherita |
| author_variant | m c mc |
| building | Verbundindex |
| bvnumber | localFWS |
| collection | ZDB-13-SOC |
| ctrlnum | (DE-627-1)061238562 (DE-599)KEP061238562 (FR-PaOEC)224864812153 (EBP)061238562 |
| discipline | Wirtschaftswissenschaften |
| doi_str_mv | 10.1787/224864812153 |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>02822cam a22004092 4500</leader><controlfield tag="001">ZDB-13-SOC-061238562</controlfield><controlfield tag="003">DE-627-1</controlfield><controlfield tag="005">20231204121233.0</controlfield><controlfield tag="007">cr uuu---uuuuu</controlfield><controlfield tag="008">210204s2009 xx |||||o 00| ||eng c</controlfield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1787/224864812153</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-627-1)061238562</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)KEP061238562</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(FR-PaOEC)224864812153</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(EBP)061238562</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-627</subfield><subfield code="b">ger</subfield><subfield code="c">DE-627</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1=" " ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">J21</subfield><subfield code="2">jelc</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">J23</subfield><subfield code="2">jelc</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">J31</subfield><subfield code="2">jelc</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Comola, Margherita</subfield><subfield code="e">VerfasserIn</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="4"><subfield code="a">The Determinants of Employment and Earnings in Indonesia</subfield><subfield code="b">A Multinomial Selection Approach</subfield><subfield code="c">Margherita, Comola and Luiz, de Mello = Les facteurs déterminants de l'emploi et des revenus en Indonésie : Une approche de sélection multinomiale / Margherita, Comola et Luiz, de Mello</subfield></datafield><datafield tag="246" ind1="3" ind2="3"><subfield code="a">Les facteurs déterminants de l'emploi et des revenus en Indonésie</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Paris</subfield><subfield code="b">OECD Publishing</subfield><subfield code="c">2009</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource (24 p.)</subfield><subfield code="c">21 x 29.7cm.</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">Text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">Computermedien</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">Online-Ressource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">OECD Economics Department Working Papers</subfield><subfield code="v">no.690</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">This paper uses household survey (Sakernas) data from the 1996 and 2004 to estimate the determinants of earnings in Indonesia. The Indonesian labour market is segmented, with a majority of workers engaged in informal-sector occupations, and earnings data are available only for formal-sector workers (salaried employees). This posed problems for the estimation of earnings equations, because selection into different labour market statuses is likely to be non-random. In order to describe selection into different labour market statuses we use the most general version of the method proposed by Dubin and McFadden (1984), which Bourguignon, Fournier and Gurgand (2007) proved to be preferable to other available multinomial selection methods. We also deal with reverse causality between education attainment and earnings by estimating the selection equations using an instrumental variable technique. Our findings cast doubt on the use of a binomial selection rule and suggest that workers with higher levels of educational attainment are most likely to find a job in the formal sector, and that the informal sector is perceived by those workers who cannot obtain a job in the formal sector as an alternative to inactivity. This Working Paper relates to the 2008 OECD Economic Assessment of Indonesia (www.oecd.org/eco/surveys/indonesia).</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Economics</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Indonesia</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">de Mello, Luiz</subfield><subfield code="e">MitwirkendeR</subfield><subfield code="4">ctb</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="l">FWS01</subfield><subfield code="p">ZDB-13-SOC</subfield><subfield code="q">FWS_PDA_SOC</subfield><subfield code="u">https://doi.org/10.1787/224864812153</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-13-SOC</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-13-SOC</subfield></datafield><datafield tag="951" ind1=" " ind2=" "><subfield code="a">BO</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-13-SOC</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-863</subfield></datafield></record></collection> |
| id | ZDB-13-SOC-061238562 |
| illustrated | Not Illustrated |
| indexdate | 2024-11-26T14:56:05Z |
| institution | BVB |
| language | English |
| open_access_boolean | |
| owner | DE-863 DE-BY-FWS |
| owner_facet | DE-863 DE-BY-FWS |
| physical | 1 Online-Ressource (24 p.) 21 x 29.7cm. |
| psigel | ZDB-13-SOC |
| publishDate | 2009 |
| publishDateSearch | 2009 |
| publishDateSort | 2009 |
| publisher | OECD Publishing |
| record_format | marc |
| series2 | OECD Economics Department Working Papers |
| spelling | Comola, Margherita VerfasserIn aut The Determinants of Employment and Earnings in Indonesia A Multinomial Selection Approach Margherita, Comola and Luiz, de Mello = Les facteurs déterminants de l'emploi et des revenus en Indonésie : Une approche de sélection multinomiale / Margherita, Comola et Luiz, de Mello Les facteurs déterminants de l'emploi et des revenus en Indonésie Paris OECD Publishing 2009 1 Online-Ressource (24 p.) 21 x 29.7cm. Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier OECD Economics Department Working Papers no.690 This paper uses household survey (Sakernas) data from the 1996 and 2004 to estimate the determinants of earnings in Indonesia. The Indonesian labour market is segmented, with a majority of workers engaged in informal-sector occupations, and earnings data are available only for formal-sector workers (salaried employees). This posed problems for the estimation of earnings equations, because selection into different labour market statuses is likely to be non-random. In order to describe selection into different labour market statuses we use the most general version of the method proposed by Dubin and McFadden (1984), which Bourguignon, Fournier and Gurgand (2007) proved to be preferable to other available multinomial selection methods. We also deal with reverse causality between education attainment and earnings by estimating the selection equations using an instrumental variable technique. Our findings cast doubt on the use of a binomial selection rule and suggest that workers with higher levels of educational attainment are most likely to find a job in the formal sector, and that the informal sector is perceived by those workers who cannot obtain a job in the formal sector as an alternative to inactivity. This Working Paper relates to the 2008 OECD Economic Assessment of Indonesia (www.oecd.org/eco/surveys/indonesia). Economics Indonesia de Mello, Luiz MitwirkendeR ctb FWS01 ZDB-13-SOC FWS_PDA_SOC https://doi.org/10.1787/224864812153 Volltext |
| spellingShingle | Comola, Margherita The Determinants of Employment and Earnings in Indonesia A Multinomial Selection Approach Economics Indonesia |
| title | The Determinants of Employment and Earnings in Indonesia A Multinomial Selection Approach |
| title_alt | Les facteurs déterminants de l'emploi et des revenus en Indonésie |
| title_auth | The Determinants of Employment and Earnings in Indonesia A Multinomial Selection Approach |
| title_exact_search | The Determinants of Employment and Earnings in Indonesia A Multinomial Selection Approach |
| title_full | The Determinants of Employment and Earnings in Indonesia A Multinomial Selection Approach Margherita, Comola and Luiz, de Mello = Les facteurs déterminants de l'emploi et des revenus en Indonésie : Une approche de sélection multinomiale / Margherita, Comola et Luiz, de Mello |
| title_fullStr | The Determinants of Employment and Earnings in Indonesia A Multinomial Selection Approach Margherita, Comola and Luiz, de Mello = Les facteurs déterminants de l'emploi et des revenus en Indonésie : Une approche de sélection multinomiale / Margherita, Comola et Luiz, de Mello |
| title_full_unstemmed | The Determinants of Employment and Earnings in Indonesia A Multinomial Selection Approach Margherita, Comola and Luiz, de Mello = Les facteurs déterminants de l'emploi et des revenus en Indonésie : Une approche de sélection multinomiale / Margherita, Comola et Luiz, de Mello |
| title_short | The Determinants of Employment and Earnings in Indonesia |
| title_sort | determinants of employment and earnings in indonesia a multinomial selection approach |
| title_sub | A Multinomial Selection Approach |
| topic | Economics Indonesia |
| topic_facet | Economics Indonesia |
| url | https://doi.org/10.1787/224864812153 |
| work_keys_str_mv | AT comolamargherita thedeterminantsofemploymentandearningsinindonesiaamultinomialselectionapproach AT demelloluiz thedeterminantsofemploymentandearningsinindonesiaamultinomialselectionapproach AT comolamargherita lesfacteursdeterminantsdelemploietdesrevenusenindonesie AT demelloluiz lesfacteursdeterminantsdelemploietdesrevenusenindonesie AT comolamargherita determinantsofemploymentandearningsinindonesiaamultinomialselectionapproach AT demelloluiz determinantsofemploymentandearningsinindonesiaamultinomialselectionapproach |