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Numer tem­aty­czny 2/2014 ENG
EMPLOYMENT FORECASTS

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This pub­li­ca­tion is part of Task 2, Estab­lish­ing the inte­grated fore­cast­ing and infor­ma­tion sys­tem pro­vid­ing employ­ment fore­casts, in the project „Analy­sis of the processes on the Pol­ish labour mar­ket and in the area of social inte­gra­tion in the con­text of con­ducted eco­nomic pol­icy”, imple­mented by the Human Resources Devel­op­ment Cen­tre and the Insti­tute of Labour and Social Stud­ies. Project co-financed by the Euro­pean Union under the Euro­pean Social Fund.

Logo projektu Prognozowanie ZatrudnieniaAsso­ciate edi­tor of the issue: Pro­fes­sor Elż­bi­eta Kryńska (Insti­tute of Labour and Social Stud­ies)
Review­ers: Pro­fes­sor Andrzej Karpiński (War­saw),

Table of Con­tents Spe­cial Issue No 1/2014

PREFACEElż­bi­eta Kryńska
THEORETICAL FOUNDATIONS FOR LABOUR MARKET ANALYSES AND FORECASTSEuge­niusz Kwiatkowski, Prze­mysław Wło­dar­czyk
ECONOMETRIC MODELS USED IN EMPLOYMENT FORECASTINGKarolina Lewandowska-Gwarda
EMPLOYMENT FORECASTS BY OCCUPATIONAL GROUPS IN POLANDArtur Gaj­dos, Edyta Żmurkow-Poteralska
EMPLOYMENT FORECASTS BY REGIONS AND OCCUPATIONAL GROUPSBar­bara Dańska-Borsiak, Iwona Laskowska, Alicja Ole­jnik
EMPLOYMENT FORECASTS BY SECTORS AND OCCUPATIONAL GROUPSEwa Kusideł, Emilia Mod­ranka
WWW.PROGNOZOWANIEZATRUDNIENIA.PL WEBSITE AND FORECASTING TOOLAN EXAMPLE OF INFORMATION AND FORECASTING SYSTEMŁukasz Arendt, Artur Gaj­dos

ABOUT THE AUTHORS

Pref­ace
The labour mar­ket has been the focus of the­o­rists and busi­ness prac­ti­tion­ers since the begin­ning of its exis­tence, mak­ing it the sub­ject of many stud­ies. Although it still has not been iden­ti­fied and described in a suf­fi­cient man­ner, espe­cially in Poland, where we are deal­ing with the process of cre­ation and mat­u­ra­tion in this area. The fact that labour mar­ket insti­tu­tions that take such actions as pro­mo­tion of employ­ment, alle­vi­at­ing the effects of unem­ploy­ment, and occu­pa­tional acti­va­tion do not have the full facil­i­ties of aca­d­e­mic knowl­edge in the area of their indi­vid­ual oper­a­tion became the basis for begin­ning work on the project Analy­sis of the processes on the Pol­ish labour mar­ket and in the area of social inte­gra­tion in the con­text of con­ducted eco­nomic pol­icy. The pri­mary goal of the project is to sup­port labour mar­ket insti­tu­tions by pro­vid­ing and devel­op­ing analy­sis, mon­i­tor­ing and fore­cast­ing the labour mar­ket in the con­text of socio-economic pol­icy, and by ass­esing the effec­tive­ness of the ser­vices that they pro­vide. The project has been imple­mented since 2009 by the Human Resource Devel­op­ment Cen­tre in part­ner­ship with the Insti­tute of Labour and Social Stud­ies within the Human Cap­i­tal Oper­a­tional Pro­gramme, Pri­or­ity I: Employ­ment and Social Inte­gra­tion, Oper­a­tion 1.1 Sys­tem sup­port to labour mar­ket insti­tu­tions. It con­sists of three tasks. Tasks 1 is to con­duct research and ana­lyzes and develop six edi­tions of the report Employ­ment in Poland in the years 2008–2013. The pur­pose of the task 2 is to develop an inte­grated fore­cast­ing and infor­ma­tion sys­tem that allows fore­cast­ing employ­ment. Task 3 of the project is to mon­i­tor the effec­tive­ness of the labour mar­ket pol­icy – devel­op­ing method­ol­ogy for exam­in­ing the effec­tive­ness of key active poli­cies for coun­ter­act­ing unem­ploy­ment.
The stud­ies pre­sented in this issue of ”Social Pol­icy” arose in the course of task 2. There were many sub­stan­tive rea­sons for adopt­ing it. The most impor­tant one was that there was a lack of basic infor­ma­tion for plan­ning in voca­tional edu­ca­tion that were in line with antic­i­pated future needs of the labour mar­ket. The results of sev­eral stud­ies sug­gest that part of the unem­ploy­ment in Poland is due to an inad­e­quate match of qual­i­fi­ca­tions and occu­pa­tions between labour sup­ply and labour demand. Cre­at­ing an infor­ma­tion base about the future demand for occu­pa­tions and com­pe­tences reduces the uncer­tainty of edu­ca­tional insti­tu­tions and the per­sonal risk in choice of voca­tional edu­ca­tion. An impor­tant rea­son for devel­op­ing a fore­cast and infor­ma­tion sys­tem that enables fore­cast­ing employ­ment is the fact that the vast major­ity of devel­oped coun­tries are devel­op­ing more or less sophis­ti­cated fore­casts for the labour demand by occu­pa­tion. We are 15 years behind the other coun­tries when it comes fore­cast­ing. Imple­men­ta­tion of task 2 pro­vided us with a chance to reduce the gap.
The inte­grated fore­cast and infor­ma­tion sys­tem that allows fore­cast­ing employ­ment is sup­posed to be used pri­mar­ily by labour mar­ket insti­tu­tions (espe­cially pub­lic employ­ment ser­vices, employ­ment agen­cies, and train­ing insti­tu­tions), as well as social wel­fare insti­tu­tions, edu­ca­tional insti­tu­tions and gov­ern­ment insti­tu­tions, and state and local gov­ern­ments. Its users will also be the unem­ployed, who will obtain infor­ma­tion on which field they should retrain to. In the long run, this sys­tem will be addressed directly to job seek­ers and young peo­ple who are just plan­ning their career and have to choose a field of study. The wide­spread use of global fore­cast model for employ­ment by occu­pa­tional groups is pos­si­ble by access­ing an on-line por­tal www.prognozowaniezatrudnienia.pl.
Activ­i­ties related to the devel­op­ment of an inte­grated employ­ment fore­cast­ing and infor­ma­tion sys­tem were under­taken in August 2011. They included (among oth­ers) a thor­ough diag­no­sis of the the­o­ret­i­cal back­ground and pre­vi­ous expe­ri­ence in the field of fore­cast­ing employ­ment in Poland and in the world; devel­op­ment of a model for fore­cast­ing the demand for labour by occu­pa­tional groups; prepa­ra­tion of pilot employ­ment fore­cast by occu­pa­tion until 2020 for a selected region (the Lodz voivod­ship); and, most impor­tantly, the devel­op­ment of three fore­casts for the demand for labour in Poland by occu­pa­tional groups until 2020: global fore­cast (for the entire coun­try), fore­casts for all 16 voivod­ships, and fore­casts for four eco­nomic sec­tors (agri­cul­ture, man­u­fac­tur­ing, mar­ket ser­vices and non-market ser­vices). The results of our work have been made avail­able by a pub­li­ca­tion of 10 reports and sup­ple­ments in a paper­back for­mat and on the web­site.
In this issue of ”Social Pol­icy” one can find papers that con­tain a col­lec­tion of the results that were obtained from the research car­ried out within Task 2. The first two rep­re­sent the the­o­ret­i­cal and empir­i­cal con­text of the process in fore­cast­ing employ­ment. The fol­low­ing three dis­cuss the results of the employ­ment fore­casts by occu­pa­tional groups in Poland until 2020 – for the entire coun­try and by regions and eco­nomic sec­tors. The last paper presents the web­site www.prognozowaniezatrudnienia.pl and its main func­tion­al­ity, which is the fore­cast­ing tool. The scope of topocs elab­o­rated in these papers were lim­ited to the most impor­tant ones. I invite you to read this issue of ”Social Pol­icy” and the research reports. I assure you that the read­ing will be fascinating!

ELŻBIETA KRYŃSKA,
edi­tor
Insti­tute of Labour and Social Studies

ABOUT THE AUTHORS

Łukasz Arendt — Ph.D., grad­u­ate of the Fac­ulty of Eco­nom­ics and Soci­ol­ogy at the Uni­ver­sity of Lodz. Asso­ciate pro­fes­sor in the Depart­ment of Eco­nomic Pol­icy at the Uni­ver­sity of Lodz and the Depart­ment of Employ­ment and the Labour Mar­ket at the Insti­tute of Labour and Social Stud­ies. Mem­ber of the Pol­ish Soci­ety for Social Pol­icy. His pro­fes­sional inter­ests are focused on labour mar­ket issues and ICT-driven changes in small and medium-sized enter­prises. He has been involved as an expert in many national and inter­na­tional research projects focused on labour mar­ket.

Bar­bara Dańska-Borsiak — Ph.D., Asso­ciate pro­fes­sor at the Depart­ment of Spa­tial Econo­met­rics at the Uni­ver­sity of Lodz. Spe­cial­ist in appli­ca­tion of quan­ti­ta­tive meth­ods and econo­met­ric mod­els in econ­omy research. Her inter­est in method­ol­ogy con­cen­trates on panel and mul­ti­vari­ate data. She deals with issues con­nected with eco­nomic growth, con­ver­gence and the labour mar­ket. She is an expert and prin­ci­pal inves­ti­ga­tor of many research projects. She is the author of two books and the author and co-author of a num­ber of pub­li­ca­tions in this field.

Artur Gaj­dos — Ph.D., Asso­ciate Pro­fes­sor at the Depart­ment of Spa­cial Econo­met­rics at the Fac­ulty of Eco­nom­ics and Soci­ol­ogy at the Uni­ver­sity of Lodz. He deals with issues con­nected with labour mar­ket fore­cast­ing, espe­cially by occu­pa­tions, and the cre­ation of infor­ma­tion sys­tems for the labour mar­ket and the edu­ca­tion sys­tem. He is the author (co-author) of sev­eral pub­li­ca­tions on mod­el­ling and fore­cast­ing the labour mar­ket. He has par­tic­i­pated in many research projects on national and regional analy­ses of the labour mar­ket. He was a coor­di­na­tor of the project Fore­cast­ing Sys­tem for Labour Demand in the years 2004–2006. He is a national expert for CEDEFOP, a Mem­ber of Econo­met­ric Con­sor­tium that took part in the imple­men­ta­tion of task ”Estab­lish­ing the inte­grated fore­cast­ing and infor­ma­tion sys­tem pro­vid­ing employ­ment fore­casts” within an EU funded project ”Analy­sis of the processes on the Pol­ish labour mar­ket and in the area of social inte­gra­tion in the con­text of con­ducted eco­nomic pol­icy”.

Elż­bi­eta Kryńska — Ph.D., Pro­fes­sor of Eco­nom­ics. Head of the Depart­ment of Eco­nomic Pol­icy at the Fac­ulty of Eco­nom­ics and Soci­ol­ogy at the Uni­ver­sity of Lodz and Head of the Depart­ment of Employ­ment and the Labour Mar­ket and Lodz branch of the Insti tute of Labour and Social Stud­ies. She is a national and inter­na­tional expert in the field of eco­nomic and social pol­icy, espe­cially in the area of the labour mar­ket pol­icy. Mem­ber of the Fore­cast Com­mit­tee Bureau „Pol­ska 2000 PLUS” at the Pol­ish Acad­emy of Sci­ences, the Com­mit­tee on Labour and Social Pol­icy Pol­ish Acad­emy of Sci­ences, head of the Regional Employ­ment Board in Lodz and a mem­ber of National Employ­ment Board. Her research inter­ests focus on issues related to the func­tion of con­tem­po­rary labour mar­ket, espe­cially social and eco­nom­i­cal deter­mi­nants of unem­ploy­ment. She is the author of over 250 pub­li­ca­tions, papers and mono­graphs in this field. She has pre­sented the results of her research on a num­ber of aca­d­e­mic con­fer­ences and sem­i­nars. She is the prin­ci­pal inves­ti­ga­tor of many national and inter­na­tional research projects.

Ewa Kusideł — Ph.D., Asso­ciate pro­fes­sor since 2000 at the Depart­ment of Spa­cial Econo­met­rics at the Uni­ver­sity of Lodz. She is the author of many papers and mono­graphs on the method­ol­ogy and appli­ca­tion of quan­ti­ta­tive meth­ods to describe and fore­cast eco­nomic phe­nom­ena. In recent years, she has been spe­cial­iz­ing in eval­u­a­tion meth­ods for pro­grams and poli­cies, espe­cially in con­ver­gence ana­lyzes.

Euge­niusz Kwiatkowski — Ph.D., Pro­fes­sor of Eco­nom­ics, head of the Depart­ment of Macro­eco­nom­ics at the Fac­ulty of Eco­nom­ics and Soci­ol­ogy of the Uni­ver­sity of Lodz. A mem­ber of The Com­mit­tee on Eco­nomic Sci­ences of the Pol­ish Acad­emy of Sci­ences and The Com­mit­tee on Labour and Social Pol­icy Sci­ences of the Pol­ish Acad­emy of Sci­ences. His inter­ests include macro­eco­nom­ics and labour mar­ket econ­omy. He is the author of almost 300 pub­li­ca­tions, papers and mono­graphs in this field. His most impor­tant pub­li­ca­tion is a book enti­tled Unem­ploy­ment. A The­o­ret­i­cal Back­ground (2002), for which he received an award from the L. Kro­nen­berg Foundation.

Iwona Laskowska — Ph.D., grad­u­ate of the Eco­nomic Cyber­net­ics and Com­puter Sci­ences at the Fac­ulty of Eco­nom­ics and Soci­ol­ogy, the Uni­ver­sity of Lodz. Asso­ciate pro­fes­sor at the Depart­ment of Spa­tial Econo­met­rics at the Uni­ver­sity of Lodz. She deals with the appli­ca­tion of quan­ti­ta­tive meth­ods in eco­nomic research, includ­ing labour mar­ket ana­lyzes. She takes part in research projects that con­cern the labour mar­ket, human resource man­age­ment, i.e. Fore­cast Sys­tem for Labour Demand; Deter­mi­nants and Impli­ca­tions of self-employment in the Pol­ish econ­omy; The impact of human resource man­age­ment on inno­va­tion and effi­ciency of eco­nomic orga­ni­za­tions. She is the author and co-author of a num­ber of pub­li­ca­tions in this field.

Karolina Lewandowska-Gwarda — Ph.D., Asso­ciate pro­fes­sor at the Depart­ment of Spa­cial Econo­met­rics at the Uni­ver­sity of Lodz. She deals with imple­ment­ing spa­tial econo­met­ric tools includ­ing multi equa­tion spa­tial regres­sion mod­els and geo­graph­i­cal infor­ma­tion sys­tems for socio-economic ana­lyzes, with empha­sis on issues con­nected with the labour mar­ket. She is the co-author of a book titled Spa­cial Eco­nom­ics. Meth­ods and analy­sis mod­els for spa­cial data, which she received an award from the Rec­tor of Uni­ver­sity of Lodz. She is also the third place win­ner in Prof. Witold Kula Con­test for her master’s paper titled Aver­age wages, infla­tion, unem­ploy­ment and labour pro­duc­tiv­ity in Poland analy­ses of inter­de­pen­dence and diver­sity.

Emilia Mod­ranka — Mas­ter in eco­nom­ics. She is a grad­u­ate of Spa­cial Eco­nom­ics, and spe­cial­ized in regional mod­el­ling and fore­cast­ing at the Fac­ulty of Eco­nom­ics and Soci­ol­ogy at the Uni­ver­sity of Lodz. Ph.D. stu­dent at the Depart­ment of Spa­cial Econo­met­rics, Uni­ver­sity of Lodz. She is a spe­cial­ist at the Local Ter­ri­to­r­ial Obser­va­tory in the Lodz voivod­ship at the Spa­tial Plan­ning Bureau in the Lodz voivod­ship. Her aca­d­e­mic paper cov­ers regional ana­lyzes with the use of sta­tis­tic and spa­cial econo­met­ric methods.

Alicja Ole­jnik — Ph.D., She is a grad­u­ate of the Fac­ulty of Tech­ni­cal Physics, Infor­ma­tion Sci­ences and Applied Math­e­mat­ics at the Tech­ni­cal Uni­ver­sity of Lodz. Asso­ciate pro­fes­sor at the Depart­ment of Spa­tial Econo­met­rics at the Fac­ulty of Eco­nom­ics and Soci­ol­ogy at the Uni­ver­sity of Lodz. She is the author of numer­ous aca­d­e­mic pub­li­ca­tions on method­olog­i­cal and prac­ti­cal issues, includ­ing the fol­low­ing books: Spa­tial Econo­met­rics. Meth­ods and Spa­tial Data Analy­sis Mod­els and Spa­tial Econo­met­rics II. Advanced Mod­els. She is involved in issues related to method­ol­ogy of Spa­tial econo­met­rics and its appli­ca­tion in regional development.

Prze­mysław Wło­dar­czyk — Mas­ter of Eco­nom­ics, teach­ing assis­tant at the Depart­ment of Macro­eco­nom­ics of the Uni­ver­sity of Lodz. Lau­re­ate of the 4th edi­tion of the con­test for the Prize of the Chair­man of the National Bank of Poland for the best Master’s the­sis in eco­nomic sci­ences. Man­ager of a project enti­tled: ”Pos­si­bil­i­ties of use of DSGE mod­els in the analy­sis of the nexus between mon­e­tary pol­icy and unem­ploy­ment on the basis of Pol­ish econ­omy”, which was allo­cated within PRELUDIUM 4 con­test by the National Cen­ter of Sci­ence. His aca­d­e­mic inter­ests include: unem­ploy­ment and mon­e­tary pol­icy, new key­ne­sian school, and fis­cal sus­tain­abil­ity.

Edyta Żmurkow-Poteralska  — Grad­u­ate of the Depart­ment of Spa­cial Eco­nom­ics at the Fac­ulty of Eco­nom­ics and Soci­ol­ogy at the Uni­ver­sity of Lodz. She is a Ph.D. stu­dent of eco­nom­ics at the Depart­ment of Spa­cial Econo­met­rics at the Uni­ver­sity of Lodz. She deals with issues con­nected with inno­va­tions, dif­fu­sion of knowl­edge and tech­nol­ogy and their impact on regional devel­op­ment and the labour mar­ket. She is the author and co-author of pub­li­ca­tions on inno­va­tion, regional devel­op­ment. She has par­tic­i­pated in research projects on issues that con­cern the labour mar­ket, among oth­ers. She is a mem­ber of the Econo­met­ric Con­sor­tium that imple­ments task ”Estab­lish­ing the inte­grated fore­cast­ing and infor­ma­tion sys­tem pro­vid­ing employ­ment fore­casts” within an EU funded project ”Analy­sis of the processes on the Pol­ish labour mar­ket and in the area of social inte­gra­tion in the con­text of con­ducted eco­nomic pol­icy”.

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