Modeling gender evolution and gap in science and technology using ecological dynamics

被引:5
作者
Neokosmidis, Ioannis [1 ]
Avaritsiotis, Nikolaos [1 ]
Ventoura, Zoe [2 ]
机构
[1] Univ Athens, Dept Informat & Telecommun, GR-15784 Athens, Greece
[2] Athens Univ Econ & Business, Dept Business Adm, Athens 10434, Greece
关键词
Artificial Bee Colony; Ecological evolution; Forecasting; Gender gap; Population dynamics; Science and technology; Swarm optimization; COMPETITION ANALYSIS; CAPACITY; MARKET; WOMEN;
D O I
10.1016/j.eswa.2012.12.056
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper a model based on population biology is proposed in order to investigate the evolution of human resources (men and women) in science and technology as a share of labor market as well as the dynamics of their gap. An analytical and a simulation method using the Artificial Bee Colony optimization algorithm are described and used for the determination of the proposed model parameters. The presented model is applied to three case studies; Greece, Portugal and Europe-27.(3) The accuracy of the obtained results is confirmed through comparison with actual data. In addition, the model can also be used to accurately forecast future trends. It is illustrated that the gender gap is continuously decreasing, while in the last years, women seem to outperform men in the field of science and technology. The estimation and forecasting ability of the model can be used as an extremely valuable tool for decision and policy makers. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:3481 / 3490
页数:10
相关论文
共 42 条
[1]  
Acker S., 1989, TEACHERS GENDER CARE
[2]  
[Anonymous], 2007, INTRODUCTION, DOI DOI 10.1007/B98868.PDF%2520HTTP://WWW.ULB.TU-DARMSTADT.DE/TOCS/127987207.PDF
[3]  
[Anonymous], 2009, Ecology: from individuals to ecosystems
[4]  
[Anonymous], 1975, STABILITY COMPLEXITY
[5]  
[Anonymous], 2008, WOM ICT STAT WAY AH
[6]  
Davó NB, 2011, AFR J BUS MANAGE, V5, P5753
[7]  
Barret Michele., 1980, WOMENS OPPRESSION TO
[8]  
Billing Y.D., 1994, GENDER MANAGERS ORG
[9]  
Boyce W.E., 2008, Elementary Differential Equations and Boundary Value Problems
[10]   Gender and information and communication technologies (ICT) anxiety: Male self-assurance and female hesitation [J].
Broos, A .
CYBERPSYCHOLOGY & BEHAVIOR, 2005, 8 (01) :21-31