TY - JOUR
T1 - The complementarity and substitutability relationships between information technology and benefits and duration of unemployment
AU - Lin, Winston T.
AU - Kao, Ta Wei (Daniel)
AU - Chou, Chia Ching
AU - Sharman, Raj
AU - Simpson, N. C.
N1 - Funding Information:
For constructive and useful comments and suggestions that considerably improved the paper, the authors are greatly grateful to the Editor-in-Chief, Professor James R. Marsden, and the anonymous referees of this journal. The first author thanks the Research Committee of the School of Management at The University at Buffalo, The State University of New York, for financial support. Y.B. Zhao and Ta-Wei Kao served in the capacity of research assistants for two years and contributed to data collection and empirical estimation. The authors bear the sole responsibility for any errors that remain.
Publisher Copyright:
© 2016 Elsevier B.V.
PY - 2016/10/1
Y1 - 2016/10/1
N2 - This paper aims to analyze the complementarity and substitutability relationships between information technology (IT) and unemployment benefits (B) and duration of unemployment (D), two important policy and macroeconomic variables, by using the partial adjustment (PA) valuation (PAV) approaches where the speeds of PA are fixed and time-varying. The proposed eight research models derived from the PAV approaches based on the theory of PA are fitted into a country-level panel data set covering the period from 1993 to 2008 for a sample of 12 countries and are estimated by the seemingly unrelated regressions (SUR) and nonlinear SUR (NLSUR) methods. The findings include: (i) the speeds of PA are dynamic and variable rather than constant, causing the fluctuations of the performance index over time; (ii) among the three production factors used, the traditional (non-IT) capital (Kjt) is found to exert the greatest impact upon the desired (true) output and, consequently, upon the performance index; (iii) B or D or joint B and D has the power to shift the speeds of PA in the countries considered; (iv) the impacts of B, D, and the combination of B and D upon the actual (observed) output and, hence, upon the business value of IT vary from country to country; and (v) all in all, the empirical evidence strongly suggests that the government policy of B, D, or B and D combined is good for some advanced developed countries (e.g., US and CN) but may be ineffective for some newly developed nations (e.g., Greece and Norway) in the presence of IT, and that the policy of joint B and D is good for all four advanced developed countries and five (Australia, Denmark, Norway, Portugal, and Switzerland) of the eight newly developed economies in the absence of IT.
AB - This paper aims to analyze the complementarity and substitutability relationships between information technology (IT) and unemployment benefits (B) and duration of unemployment (D), two important policy and macroeconomic variables, by using the partial adjustment (PA) valuation (PAV) approaches where the speeds of PA are fixed and time-varying. The proposed eight research models derived from the PAV approaches based on the theory of PA are fitted into a country-level panel data set covering the period from 1993 to 2008 for a sample of 12 countries and are estimated by the seemingly unrelated regressions (SUR) and nonlinear SUR (NLSUR) methods. The findings include: (i) the speeds of PA are dynamic and variable rather than constant, causing the fluctuations of the performance index over time; (ii) among the three production factors used, the traditional (non-IT) capital (Kjt) is found to exert the greatest impact upon the desired (true) output and, consequently, upon the performance index; (iii) B or D or joint B and D has the power to shift the speeds of PA in the countries considered; (iv) the impacts of B, D, and the combination of B and D upon the actual (observed) output and, hence, upon the business value of IT vary from country to country; and (v) all in all, the empirical evidence strongly suggests that the government policy of B, D, or B and D combined is good for some advanced developed countries (e.g., US and CN) but may be ineffective for some newly developed nations (e.g., Greece and Norway) in the presence of IT, and that the policy of joint B and D is good for all four advanced developed countries and five (Australia, Denmark, Norway, Portugal, and Switzerland) of the eight newly developed economies in the absence of IT.
KW - Constant or time-varying speeds of partial adjustment
KW - Duration of unemployment
KW - Nonlinear seemingly unrelated regressions
KW - Partial adjustment theory
KW - The Box–Tidwell transformation
KW - Unemployment benefits
UR - http://www.scopus.com/inward/record.url?scp=84992065747&partnerID=8YFLogxK
U2 - 10.1016/j.dss.2016.06.015
DO - 10.1016/j.dss.2016.06.015
M3 - Article
AN - SCOPUS:84992065747
SN - 0167-9236
VL - 90
SP - 12
EP - 22
JO - Decision Support Systems
JF - Decision Support Systems
ER -