Boro Nikic WP1&WP2 meeting Rome, November 2016 WP1-SURS update Boro Nikic WP1&WP2 meeting Rome, November 2016

Current Survey on JV (1) EU regulation: Number of JV ads broken down by activity (B-S) and size (10+ employees) Population: Legal units with at least 1 employee 61.544 legal units (without public sector ) Sample 8.942 legal units (probability sample) + cca. 3.300 legal units from public sector 12.200 enot  20 % of poulation STRATUM Size class Number of units Rate 1-2 zaposleni osebi 2.095 23,4 1 3-9 zaposlenih oseb 3.570 39,9 2 10 - 49 zaposlenih oseb 2.065 23,1 3 50 - 249 zaposlenih oseb 1.033 11,6 4 250 in več zaposlenih oseb 179 2,0 Skupaj 8.942 100,0

Slovenian Job Portals There are around 30 Job portals in Slovenia. Two of the most important ones cover more then 95% JV ads. Since May 2016 weakly collection of data from those two portals.

Structure of the scraped data

Record linkage with BR 31.5. 31.8. N % 1.1 1401 72,03 1271 75,61 1.2 365 18,77 250 14,87 1.3 3 0,15 2 0,12 2.1 22 1,13 24 1,43 2.2 9 0,46 13 0,77 4 11 0,57 15 0,89 7 16 0,82 27 1,61 8 0,54 10 82 4,22 49 2,91 17 0,87 0,41 19 TOTAL 1945 100,00 1681 1 Merging by unique (short, complete, abbreviated ) name of enterprise 2 Merging by unique (short, complete) name of enterprise. The location of enterprise is removed from the name 4-6 merging by non-unique (short, complete, abbreviated ) name of enterprise and location of the work/enterprise 7-8 Record linkage by using distance function (short, complete, name of enterprise) Manual (agencies, bigger enterprises) 11 Record linkage by using distance function (complete name of enterprise) 0 Unmerged

Duplicates Key for merging: name of enterprise, job title, location Števec 31.5. 31.8. 817 818 0.1 518 63,40 538 65,77 0.2 241 29,50 221 27,02 0.3 63 7,71 59 7,21 1 563 356 2 285 254 3 42 47 4 5 0 – number of distinct enterprises 0.1 - number of enterprises which advertise only on MojeDelo 0.2 - number of enterprises which advertise only on MojaZaposlitev 0.3 - number of enterprises which advertise on both Job potrtals 1 - number of enterprises with unique ads on MojeDelo 2 - number of enterprises with unique ads on MojaZaposlitev 3 - number of enterprises with more than one ads on MojaZaposlitev and MojeDelo 4 - number of enterprises with more than ads on MojaZaposlitev and MojeDelo. Number of ads on both portals doesn't match.

Weakly movement of Number of JV ads

IT tools involved in scraping Job portals Data Scraping Studio SAS Contextual Analytics SCRAPING OUTPUT FILE STORAGE STATISTICAL PRODUCTION

Coverage: Sample vs. scraped&admin data Reported data Scraped& admin data Job portals Enterprise websites Number of JV ads 4312 2321 1073 262 Percentage 100% 54% 25% 6%

Planned activities (1) Additional question in questionnaire for regular JV survey (2017) Main goal: collection the info about mode of advertising of JV ads Side goal: collection of URLs of enterprises Job portals Enterprise websites Employment agencies Newspapers Social networks (Linkedln,Facebook,..)

Planned activities (1) December 2016: Meeting with the Employment Service of Slovenia (ESS) Aim: deeper knowledge about cooperation between enterprises and ESS January 2016: Meeting with the Employment agencies Aim: cooperation SURS and agencies   Agency Number of eployees 1 AC d.o.o. 79 2 ADECCO H.R. d.o.o. 3255 3 KARIERA D.O.O. 1296 4 KI INTERIM D.O.O. 167 5 KOROTAJ D.O.O. 330 6 MANPOWER D.O.O. 467 7 PAPIR SERVIS D.O.O. 518 8 TRENKWALDER D.O.O. 1242

Planned activities (3) Processing of Job portals data in 2017: Weekly movement of number of JV ads broken down by main economic activities (and by size groups) Testing the models for grossing up Job portals (and other) JV data on target population level (auxiliary informations from Statistical register of employees) Record linkage with Standard Occupational Classification System

Thank you for your attention! boro.nikic@gov.si