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183 183  1. GUO Y. Male-female wages differentials in Guatemala: 1989-1998. Advisor: Dr. GINDLING T. ECON 699 Paper, 23.04.2004. 15 p., [[http:~~/~~/www.umbc.edu/economics/ grad_699_abstracts/ y_guo_paper.pdf>>url:http://www.umbc.edu/economics/%20grad_699_abstracts/%20y_guo_paper.pdf]]
184 184  1. LE GRAND C. Explaining the male-female wage gap: Job segregation and solidarity wage bargaining in Sweden. Acta Sociologica, 1991, No. 34, p. 261–278.
185 185  
186 +//
187 +//
188 +
186 186  ==== 2.3 Purpose and Objective ====
187 187  
191 +**What are we are going to do?**
188 188  
189 -== What are we are going to do? ==
190 -
191 -//Explain how your project will help to solve this problem. Describe your proposed investigation. Provide, as appropriate, graphs, pictures or diagram to illustrate your explanation.  Please be sure your description  covers the main points of your project.//
192 -
193 -
194 194  **The purpose of the project** is to develop the innovative software for gender equality regulation on the labour market, which is using statistical and econometrical methods.
195 195  
196 196  Innovative software for gender equality regulation on the labour market represent the //gender audit at an enterprise// is the independent inspection/checkup of the enterprise to ana­lyze, monitor, and identify gender problems of the staff, with subsequent elaboration of proposals to improve the company policy in the direction of gender equality. Innovative software is a tool for the enter­prise gender management at the microeconomic level.
197 197  
198 -The elaborated software** **should become the starting point on a microeconomic level of the company’s internal management. The role of the gender audit in the sphere of enterprises management consists not only in independent check of a current situation. The independent audit participates actively in the formation of internal aspects of company manage­ment, creates the recommendations on the questions of internal management, and assumes the con­trol mechanism over the promotion of the offered measures by repeated or cross-control audits. The similar experience from other directions exists: the financial audit became an integral part of an in­ternal control system of the large and medium companies; the audit of quality standards ISO 9000 affects in the same manner.
197 +The elaborated software should become the starting point on a microeconomic level of the company’s internal management. The role of the gender audit in the sphere of enterprises management consists not only in independent check of a current situation. The independent audit participates actively in the formation of internal aspects of company manage­ment, creates the recommendations on the questions of internal management, and assumes the con­trol mechanism over the promotion of the offered measures by repeated or cross-control audits. The similar experience from other directions exists: the financial audit became an integral part of an in­ternal control system of the large and medium companies; the audit of quality standards ISO 9000 affects in the same manner.
199 199  
200 200  IT aspect of this project is also very important. With information technologies, scattered and separated data would be processed into reliable operative information for decision making. The supposed application of IT in the framework of this project, namely, regulation of gender equality on the labour market, is actual, and waits for development of the corresponding applicative software.
201 201  
... ... @@ -203,17 +203,11 @@
203 203  
204 204  Accordingly, the innovative software should become that practical mechanism on a microeconomic level, which will be closely build into the system of internal management of the companies and, besides checking of the current condition of gender equality, will allow to develop the most concrete, approaching to conditions of the given enterprise, recommendations on perfec­tion of regulation of gender equality, and carry out check of performance of these recommenda­tions. As such practical mechanism, the elaborated software will allow to overcome con­tradictions between the accepted laws at nation-wide level and their realization at the concrete en­terprises. It is necessary to note the feedback effect, when the elaborated software on the level of separate enterprises will render a positive effect at macroeconomic level. Besides it, indirect influ­ence on change of gender stereotypes in a society is possible also.
205 205  
206 -
207 -
208 208  **What is the objective?**
209 209  
210 -//Succinctly state the primary objective of the project. //
211 -
212 -
213 213  **The main objective of our project** is to realize and implement on a labour market the special methods and instruments witch will contribute to gender equality, social cohesion and protection in the sphere of employment, which ultimately leads to increased well-being both individual and companies and the society as a whole.
214 214  
215 -{{{The specific objectives of the project are the following:}}}
216 -
209 +The specific objectives of the project are the following:
217 217  * to elaborate integrated methodology of applying econometrical and statistical methods for analyzing data of enterprises in the gender aspect;
218 218  * to develop the innovative software for gender equality regulation on the labour market, which is using of this elaborated methodology;
219 219  * to develop form and presentation of innovative software obtained results;
... ... @@ -221,17 +221,10 @@
221 221  
222 222  The results of this work may become an impulse to developing a new instrument in gender equality regulation on the labour markets of different countries and in the society as a hole.
223 223  
217 +==== 2.4 Expected Significance ====
224 224  
225 -== ==
219 +**What’s new?**
226 226  
227 -**2.4              Expected Significance**
228 -
229 -
230 -== What’s new? ==
231 -
232 -//Describe and compare in what way your project work and results are new, unique, and/or different from similar research all over the world. If your research has any practical application, explain how it will contribute to developments in the appropriate commercial or technical sectors.  If your research is theoretical or fundamental, explain how it will further scientific understanding, and your team's ability to compete for funding. Support any claims with reference to preliminary or published results, if possible. //
233 -
234 -
235 235  The elaborated software, as the element of gender management of the enterprises, represents **one of the newest world tendencies in the field of gender regulation** **of a labour market**. Innovative software should include not only the analysis of the current condition of gender equality at the enterprise, but assumes also producing specific proposals on situation improvement in this sphere. Also, it is necessary to have mechanisms of the subsequent control over realization of these offers. In this case innovative software becomes "starting point" of all gender manage­ment on a microeconomic level of the separate enterprises and will bring real advantage both to men and women, and to employers.
236 236  
237 237  **The scientific novelty and originality of the proposed investigation** seems to be the next step in the development of approaches to gender equality at the micro-economic level as an important component of the evolution of gender-based management. Using the developing software will be calculated in one program in very short time the following: the value of gender horizontal and vertical segregation on the enterprises, the human capital influence on the value of men and women wages, the degree of gender discrimination in payment, etc.
... ... @@ -240,28 +240,16 @@
240 240  
241 241  These circumstances can motivate the need for innovative software by economic methods, requiring a more detailed analysis of the economic data of enterprises. Thus, not opposing to the standard meth­odology of qualitative audit proposed by the ILO with the use of sociological methods, we propose a new innovative software as quantitative gender inspection/checkup of enterprises, based on the analysis of economic indicators of the enterprise that uses the techniques of statistical and econometrical analysis.
242 242  
229 +==== 2.5 Organization, Qualification and Staffing ====
243 243  
244 -
245 -**2.5              Organization, Qualification and Staffing**
246 -
247 -
248 -== Who are we? ==
249 -
250 -//Briefly describe the institutions and participants of your project, their qualification with references to previous significant results and what they will do in the project. Please highlight, in addition to technical qualifications, any market or social science research skills, or business training the participants may possess.  Please note any foreign language capabilities of team members.//
251 -
252 -
253 253  **Organizations:**
254 254  
233 +* The **National Institute for Economic Research (NIER)** of the Ministry of Education, Culture and Research of the Republic of Moldova is a public institution (think-tank) which deals with scientific economic research. The main beneficiaries are Ministry of Economy and Infrastructure, Ministry of Agriculture, Regional Development and Environment, Ministry of Health, Labour and Social Protection, Academy of Sciences and others. The Institute collaborates with numerous Moldovan and foreign academic centers, with central and local administration bodies, as well as representatives of business and social stakeholders. Main activities are related to scientific researches in economy, finance, statistics, reforming of social sphere and integration of the Republic of Moldova in world economic circuit. NIER has the necessary experience and capacities for realization of projects and can be a reliable partner in the future. Former experience covers a wide variety of applied research on the evolution of economic and social processes in Moldova, insuring a stable economic growth and high living standards. The most important research directions are: Economic and financial models, mechanisms for sustainable growth; Business and investment environment; Agricultural policies and informational base for rural development in the context of food safety; Demographic and social development policies. NIER has been a participant of a number of national and international research projects financed by European Commission (INTAS, FP5, FP6, FP7), TACIS, UNESCO, UNDP, EUHLPAM, Visegrad Fund. One of the main research directions of the NIER is fundamental and applied researches in the domain of labour market, gender equality regulation, business environment, enterprises development. The proposed project represents continuation and new development of the research, carried out by NIER.
255 255  
256 -The **National Institute for Economic Research (NIER)** of the Ministry of Education, Culture and Research of the Republic of Moldova is a public institution (think-tank) which deals with scientific economic research. The main beneficiaries are Ministry of Economy and Infrastructure, Ministry of Agriculture, Regional Development and Environment, Ministry of Health, Labour and Social Protection, Academy of Sciences and others. The Institute collaborates with numerous Moldovan and foreign academic centers, with central and local administration bodies, as well as representatives of business and social stakeholders. Main activities are related to scientific researches in economy, finance, statistics, reforming of social sphere and integration of the Republic of Moldova in world economic circuit. NIER has the necessary experience and capacities for realization of projects and can be a reliable partner in the future. Former experience covers a wide variety of applied research on the evolution of economic and social processes in Moldova, insuring a stable economic growth and high living standards. The most important research directions are: Economic and financial models, mechanisms for sustainable growth; Business and investment environment; Agricultural policies and informational base for rural development in the context of food safety; Demographic and social development policies. NIER has been a participant of a number of national and international research projects financed by European Commission (INTAS, FP5, FP6, FP7), TACIS, UNESCO, UNDP, EUHLPAM, Visegrad Fund. One of the main research directions of the NIER is fundamental and applied researches in the domain of labour market, gender equality regulation, business environment, enterprises development. The proposed project represents continuation and new development of the research, carried out by NIER.
235 +* The **Institute of Mathematics and Computer Science (IMCS)** of the Ministry of Education, Culture and Research of the Republic of Moldova is the leading research institute in the domain of mathematics and computer science in the Republic of Moldova. IMCS was founded in 1964. The results achieved by its researchers and specialists won the recognition of scientific community, covering different fields of mathematics and computer science: algebra, logic, geometry, topology, differential equations, mathematical modeling and optimization, numerical methods, theory of probability, programming and artificial intelligence, models of computing, advanced information technologies. IMCS publishes two peer-reviewed international journals: "Bulletin of the Academy of Sciences of Republic of Moldova" and "Computer Science Journal of Moldova", distributed in approximately 160 scientific centers from 47 countries. IMCS has been a participant of a number of national and international research projects financed by European Commission (INTAS, FP5, FP6, FP7), CRDF/MRDA, Royal Swedish Academy of Sciences, NATO, UNESCO, UNDP, and STCU.
257 257  
258 -
259 -The **Institute of Mathematics and Computer Science (IMCS)** of the Ministry of Education, Culture and Research of the Republic of Moldova is the leading research institute in the domain of mathematics and computer science in the Republic of Moldova. IMCS was founded in 1964. The results achieved by its researchers and specialists won the recognition of scientific community, covering different fields of mathematics and computer science: algebra, logic, geometry, topology, differential equations, mathematical modeling and optimization, numerical methods, theory of probability, programming and artificial intelligence, models of computing, advanced information technologies. IMCS publishes two peer-reviewed international journals: "Bulletin of the Academy of Sciences of Republic of Moldova" and "Computer Science Journal of Moldova", distributed in approximately 160 scientific centers from 47 countries. IMCS has been a participant of a number of national and international research projects financed by European Commission (INTAS, FP5, FP6, FP7), CRDF/MRDA, Royal Swedish Academy of Sciences, NATO, UNESCO, UNDP, and STCU.
260 -
261 -
262 262  **Persons on the team:**
263 263  
264 -
265 265  1. **Tatiana Colesnicova**, PhD in Economic Science, Associate Professor in Economic Science, Leading scientific researcher, Head of the Department “Social Researches and Standards of Living”, the team leader – NIER;
266 266  1. **Eugenia Lucasenco**,** **PhD student in Economic Science, scientific researcher – NIER;
267 267  1. **Mihail Ciobanu**, MSc degree in Demography and Population Economics, scientific researcher – NIER;
... ... @@ -269,7 +269,7 @@
269 269  1. **Elvira Naval**, PhD in Computer Sciences, Associate Professor in Computer Science, Leading scientific researcher – IMCS;
270 270  1. **Ludmila Malahov**, MSc degree in Computer Science, scientific researcher – IMCS.**  **
271 271  
272 -**//Tatiana Colesnicova.// **//Ph.D.// in Economic Science from NIER, 2011. Associate Professor in Economy and Management (in social sphere), 2013. From 2015 she is the Head of the NIER Department “Social Researches and Standards of Living”. She is a member of the NIER Methodical Commission, Profile Scientific Seminar. During 2011-2018 she has participated in 26 national and international Scientific Conferences and symposiums. She was reporter on the 7 roundtables. Her main research interests include different social economic problems, gender equality regulation on the labour marker, labour economics, econometric modeling. She has more than 100 publications in these areas. She is author of the monograph “Gender equality regulation in the sphere of employment in the Republic of Moldova” (in English), ed. by NIER, 2012. She participated at several international projects. Participant in creating quarterly edition NIER with the support of EUHLPAM, financed by the European Union and implemented by UNDP Moldova //"Moldovan Economic Trends"/"Tendinţe în Economia Moldovei"** **//(in Romanian and English) during the years 2011 – 2018 (No.1-28) - responsible of the chapter that evaluates the main trends of the Moldovan social sphere. Participant in elaboration Strategies for Moldovan regional socio-economic development: Călăraşi, Rezina, Ialoveni, Leova, Orhei, Straseni.
246 +**//Tatiana Colesnicova.//** Ph.D.// in Economic Science from NIER, 2011. Associate Professor in Economy and Management (in social sphere), 2013. From 2015 she is the Head of the NIER Department “Social Researches and Standards of Living”. She is a member of the NIER Methodical Commission, Profile Scientific Seminar. During 2011-2018 she has participated in 26 national and international Scientific Conferences and symposiums. She was reporter on the 7 roundtables. Her main research interests include different social economic problems, gender equality regulation on the labour marker, labour economics, econometric modeling. She has more than 100 publications in these areas. She is author of the monograph “Gender equality regulation in the sphere of employment in the Republic of Moldova” (in English), ed. by NIER, 2012. She participated at several international projects. Participant in creating quarterly edition NIER with the support of EUHLPAM, financed by the European Union and implemented by UNDP Moldova //"Moldovan Economic Trends"/"Tendinţe în Economia Moldovei"** **//(in Romanian and English) during the years 2011 – 2018 (No.1-28) - responsible of the chapter that evaluates the main trends of the Moldovan social sphere. Participant in elaboration Strategies for Moldovan regional socio-economic development: Călăraşi, Rezina, Ialoveni, Leova, Orhei, Straseni.
273 273  
274 274  
275 275  **//Eugenia Lucasenco//**//, Ph.D. student// of NIER in University of Academy of Sciences of Moldova (specialization – economy and management)//, MSc// degree in foreign affairs, scientific researcher within the NIER//.// She has over 15 publications and participations at national and international conferences.// //She has been involved in 2 national and 3 international projects and elaboration of socio-economic strategies for several districts from the Republic of Moldova. Participated in creating quarterly edition NIER with the support of EUHLPAM, financed by the European Union and implemented by UNDP Moldova //"Moldovan Economic Trends"/"Tendinţe în Economia Moldovei"** **//(in Romanian and English) during the years 2011 – 2015 (Nr.1-16) - responsible of the chapter that evaluates the main political, economic and social events from the Republic of Moldova. She has participated in several national projects (as a team member).
... ... @@ -289,9 +289,6 @@
289 289  
290 290  **How does this project relates to our other work?**
291 291  
292 -//Briefly describe other projects in which these people or organizations are involved.  Note who (your government, a foreign government, a private company or corporation, foundation, your institute or organization) funds this work.  Describe what stage of research or technological development you have already reached.  Provide references for any relevant published papers. Note any patents received or pending.  If the proposed research or activities will move your team closer to financial stability (commercial or grant-supported), please highlight this contribution.//
293 -
294 -
295 295  In our previous scientific research we investigated:
296 296  
297 297  * //the theoretical and methodological aspects of gender equality regulation in the sphere of employment~:// existing conceptual approaches to solution of problems with gender inequality in the sphere of employment; the models of gender regulation and their implementation in social policy of the different countries; the situation with gender equality regulation in the sphere of employment in the Republic of Moldova; the methodological approaches for gender analysis implementation in the sphere of employment in the national economy; the terminological concepts are explained.
... ... @@ -324,16 +324,10 @@
324 324  
325 325  The results of the project will be a good base to continue our work with cooperation with our European partners in the EU Framework Programme for Research and Innovation Horizon 2020, which will move our team closer to financial stability.
326 326  
298 +==== 2.6 Expected results ====
327 327  
328 -
329 -**2.6 Expected results**
330 -
331 -
332 332  **What will be done in the framework of this project?**
333 333  
334 -//Indicate and describe scientific, technical, commercial, or other results that will be achieved in the framework of this project. Be specific.//
335 -
336 -
337 337  We are going to develop:
338 338  
339 339  * Integrated methodology of applying econometrical and statistical methods for analyzing data of enterprises in gender aspect;
... ... @@ -351,378 +351,88 @@
351 351  
352 352  The Gender Analysis Summarized Index (GASI) – the index of ranks and scores of results is calculated. This index is compile the values of all received results and is very comfortable for quick comparable of results per enterprises, received the ranks and scores and so on.
353 353  
354 -
355 355  **What’s next?**
356 356  
357 -//Indicate the possible industrial or commercial applications of the project results.  Note any expected patent applications.  Describe  economic and other benefits you may obtain during the project implementation; state these expected benefits in quantitative terms. If possible list firms and companies you know to be interested in implementation of your results.  If your project has limited commercial applicability, describe how you intend to use these results to attract funding for further research.  Briefly relate what direction that research would take.//
358 -
359 -
360 360  The elaboration of the innovative software quantitative gender analysis of enterprises can be used by NGO’s, national and international institutes, companies of all types and sizes, etc. The results obtained by this software will contribute to gender equality, social cohesion and protection on the labor market, which ultimately leads to increased well-being, both individual and companies, and the society as a whole. Thus,// //the results of this project may be considered as a starting point in developing of a new direction in gender equality regulation.
361 361  
362 362  The results of our research will be published in major international journals and conferences and may be useful for many teams interested in solving the problems with gender equality including in labour market. We plan to continue our work with our European, U.S.A. and Canadian partners in the EU Framework Programme for Research and Innovation Horizon 2020, and under the bilateral projects.
363 363  
325 +==== 2.7 Scope of activities ====
364 364  
365 -
366 -**2.7     Scope of activities**
367 -
368 -
369 369  **How will the investigation be organized?**
370 370  
371 -//Describe the major phases or stages of your proposed activities under the project.  For each stage, describe the specific activities included, and any intermediate results and milestones that are expected.  Specify who or which work groups will be doing the work.  Note the time-sequence of the stages.  When work is to be done in parallel, or will be done at multiple sites, specify which part of the work is to be performed by each participating institution.  Use organization charts, diagrams of work structure, and/or work schedules to illustrate the division of activities into stages and their allocation to different work groups.  Relate the overall scope of activities to the stages and sub-stages itemized further in the Work Schedule page of the STCU Project Software.//
372 -
373 -
374 374  The work will be split on 8 main stages. They are:
375 375  
376 -Stage 1. Analysis of existing methods and tools. Q1
331 +* Stage 1. Analysis of existing methods and tools. Q1
332 +* Stage 2. Marketing. Q1-Q7
333 +* Stage 3. Elaboration of the methodology for the innovative software. Q2-Q3
334 +* Stage 4. The technical outline of the innovative software. Q3
335 +* Stage 5. Elaboration of software. Q4-Q5
336 +* Stage 6. Debugging, testing and integration of elaborated software. Q6
337 +* Stage 7. Pilot implementation of elaborated software and applying fixes based on results. Q7
338 +* Stage 8. Final project report. Q7-Q8
377 377  
378 -Stage 2. Marketing. Q1-Q7
340 +==== 2.8 Technical Methodology ====
379 379  
380 -Stage 3. Elaboration of the methodology for the innovative software. Q2-Q3
381 -
382 -Stage 4. The technical outline of the innovative software. Q3
383 -
384 -Stage 5. Elaboration of software. Q4-Q5
385 -
386 -Stage 6. Debugging, testing and integration of elaborated software. Q6
387 -
388 -Stage 7. Pilot implementation of elaborated software and applying fixes based on results. Q7
389 -
390 -Stage 8. Final project report. Q7-Q8
391 -
392 -
393 -**//Time-sequence of the stages and substages~://**
394 -
395 -|**Stages**|**Substages**|**Inst.**|**Scientists**|**Q1**|**Q2**|**Q3**|**Q4**|**Q5**|**Q6**|**Q7**|**Q8**
396 -|(% rowspan="2" %)(((
397 -Stage 1. Analysis of existing methods and tools.
398 -
399 -
400 -)))|Substage 1.1 Studying of existing statistical and econometrical methods and algorithms applying for gender analysis.|NIER & IMCS|(T.Colesnicova, E.Lucasenco, M.Ciobanu, A.Colesnicov, E.Naval, L.Malahov)|X| | | | | | |
401 -|Substage 1.2 Studying of international experience in the domain of gender-related research on the microeconomic level.|NIER & IMCS|(T.Colesnicova, E.Lucasenco, M.Ciobanu, A.Colesnicov, E.Naval, L.Malahov)|X| | | | | | |
402 -|(% rowspan="4" %)(((
403 -Stage 2. Marketing.
404 -
405 -
406 -
407 -)))|Substage 2.1. Collection information about organizations interested in gender problems.|NIER| (E.Naval, M.Ciobanu)| |X|X|X| | | |
408 -|Substage 2.2. Collection information about potential users.|NIER| (E.Naval, M.Ciobanu)| |X|X|X| | | |
409 -|Substage 2.3. Analysis of the potential market for results of the project.|NIER & IMCS| (E.Naval, M.Ciobanu)| | | | |X|X| |
410 -|Substage 2.4. Information system promotion for potential users.|NIER & IMCS| (E.Naval, M.Ciobanu)| | | | |X|X| |
411 -|(% rowspan="5" %)Stage 3. Elaboration of the methodology for the innovative software.|Substage 3.1. Describe of using methods in gender audit (formulas, instruments, etc.).|NIER|(T.Colesnicova, E.Lucasenco)| |X|X|X|X| | |
412 -|Substage 3.2. Composing the list of INPUT parameters and indicators (required mandatory, non-mandatory).|NIER|(T.Colesnicova, E.Lucasenco)| |X|X|X|X| | |
413 -|Substage 3.3. Description of INPUT data verification process and algorithms.|NIER|(T.Colesnicova, E.Lucasenco)| |X|X|X|X| | |
414 -|Substage 3.4. Extended outline of software of OUTPUT results.|NIER|(T.Colesnicova, E.Lucasenco)| |X|X|X|X| | |
415 -|Substage 3.5. Elaboration of methodology for innovative software gender analysis summarized index (GASI).|NIER & IMCS|(((
416 -(T.Colesnicova, E.Lucasenco, M.Ciobanu,
417 -
418 -E.Naval)
419 -)))| | |X|X|X| | |
420 -|(% rowspan="4" %)(((
421 -Stage 4. The technical outline of the innovative software.
422 -
423 -
424 -)))|Substage 4.1 Determination of the implementation platform and the basic principles.|IMCS|(A.Colesnicov, L.Malahov)| |X|X| | | | |
425 -|Substage 4.2 Designing of the interface organization principles.|IMCS|(A.Colesnicov, L.Malahov)| |X|X| | | | |
426 -|Substage 4.3 Database structure definition.|IMCS|(A.Colesnicov, L.Malahov)| |X|X| | | | |
427 -|Substage 4.4 Designing the functional of software per modules.|IMCS|(A.Colesnicov, L.Malahov)| |X|X| | | | |
428 -|(% rowspan="6" %)(((
429 -Stage 5. Elaboration of software.
430 -
431 -
432 -
433 -
434 -
435 -)))|Substage 5.1 The basic functionality of software (portal website creation, interface, etc.).|IMCS|(T.Colesnicova, A.Colesnicov, L.Malahov)| | | |X| | | |
436 -|Substage 5.2 Database creation (structure, table, etc.).|IMCS|(T.Colesnicova, A.Colesnicov, L.Malahov)| | | |X| | | |
437 -|Substage 5.3 Functional of data import module.|IMCS|(T.Colesnicova, A.Colesnicov, L.Malahov)| | | |X|X| | |
438 -|Substage 5.4 Functional of data verification module.|IMCS|(T.Colesnicova, A.Colesnicov, L.Malahov)| | | |X|X| | |
439 -|Substage 5.5 Functional of data processing module.|IMCS|(T.Colesnicova, A.Colesnicov, L.Malahov)| | | |X|X| | |
440 -|Substage 5.6 Functional of results representation module.|IMCS|(T.Colesnicova, A.Colesnicov, L.Malahov)| | | |X|X| | |
441 -|(% rowspan="4" %)(((
442 -Stage 6. Debugging, testing and integration of elaborated software.
443 -
444 -
445 -
446 -
447 -)))|Substage 6.1 Debugging of discrete modules of software.|IMCS|(T.Colesnicova, A.Colesnicov, L.Malahov)| | | | | |X| |
448 -|Substage 6.2 Modules integration.|IMCS|(T.Colesnicova, A.Colesnicov, L.Malahov)| | | | | |X| |
449 -|Substage 6.3 Testing modularly and overall with tests result re port.|NIER & IMCS|(T.Colesnicova, E.Lucasenco, M.Ciobanu, A.Colesnicov, E.Naval, L.Malahov)| | | | | |X| |
450 -|Substage 6.4 Corrections conform tests result report.|IMCS|(T.Colesnicova, A.Colesnicov, L.Malahov)| | | | | |X| |
451 -|(% rowspan="4" %)(((
452 -Stage 7. Pilot implementation of elaborated software and applying fixes based on results.
453 -
454 -
455 -
456 -
457 -)))|Substage 7.1 Identification of enterprises which will participate in pilot implementation.|NIER & IMCS|(T.Colesnicova, E.Lucasenco, M.Ciobanu, A.Colesnicov, E.Naval, L.Malahov)| | | | | | |X|
458 -|Substage 7.2 Fulfilment the gender analysis on selected enterprise using the elaborated software.|NIER & IMCS|(T.Colesnicova, E.Lucasenco, M.Ciobanu, A.Colesnicov, E.Naval, L.Malahov)| | | | | | |X|
459 -|Substage 7.3 Prepare the report about the pilot implementation with a list of existing errors and potential fixes.|NIER & IMCS|(T.Colesnicova, E.Lucasenco, M.Ciobanu, A.Colesnicov, E.Naval, L.Malahov)| | | | | | |X|
460 -|Substage 7.4 Modifications and fixes of elaborated software according to the report.|NIER & IMCS|(T.Colesnicova, A.Colesnicov, L.Malahov)| | | | | | |X|
461 -|Stage 8. Final project report.|Substage 8.1. Preparing the report according to the requirements. The short presentation of our theoretical results and software using PowerPoint slides will be created.|NIER & IMCS|(T.Colesnicova, E.Lucasenco, M.Ciobanu, A.Colesnicov, E.Naval, L.Malahov)| | | | | | | |X
462 -
463 -
464 -
465 -**2.8     Technical Methodology**
466 -
467 -
468 468  **How will the science be done?**
469 469  
470 -//Describe the scientific and technical approach, methods and methodologies  to be in each phase of the project   Underline any novelty or uniqueness of the methodological approach for solving the problem.  Describe how any preliminary work performed validates the proposed approach.//
471 -
472 -
473 473  **Stage 1**. Analysis of existing methods and tools. Q1
474 -
475 -
476 476  Substage 1.1 Studying of existing statistical and econometrical methods and algorithms applying for gender analysis.
477 -
478 478  Substage 1.2 Studying of international experience in the domain of gender-related research on the microeconomic level.
479 479  
480 480  
481 481  **Stage 2**. Marketing. Q1-Q7
482 -
483 -
484 484  Substage 2.1. Collection the information about organizations interested in gender problems.
485 -
486 486  Substage 2.2. Collection the information about potential users.
487 -
488 488  Substage 2.3. Analysis of the potential market for results of the project.
489 -
490 490  Substage 2.4. New software promotion for potential users.
491 491  
492 -
493 493  **Stage 3**. Elaboration of the methodology for the innovative software. Q2-Q3
494 -
495 -
496 496  Substage 3.1. Description of using methods in software (formulas, instruments, etc.).
497 -
498 -
499 -On this substage we will outline the different instruments (methods and indexes) which will be introduce in innovative software for gender audit of enterprises. Three main methods of this information system will be the following:
500 -
501 -* The method //for estimation of horizontal and vertical gender segregation on the enterprises// will be the Duncan index of dissimilarity (ID). Usually, the gender segregation indexes (include and Duncan index of dissimilarity) applied on the macroeconomic level, but in our case we will apply this instrument on the micro-economic level. ID is the most common standard method used to assess the extent of segregation by the type of professions and posts. Typically, ID is calculated as half from the amount of differences (with positive sign) between the proportion of men and women of certain professions or engaged in a particular type of posts. Generally, the formula of calculating the Duncan index of dissimilarity can be presented as (Formula 1):
502 -
503 -
504 -[[image:file:///C:\Users\INT04~~1.INT\AppData\Local\Temp\msohtmlclip1\01\clip_image002.gif]] (1)
505 -
506 -
507 -where,//  F;// //M// – total number of employed on the enterprises, respectively of women and men;
508 -
509 -[[image:file:///C:\Users\INT04~~1.INT\AppData\Local\Temp\msohtmlclip1\01\clip_image004.gif]];[[image:file:///C:\Users\INT04~~1.INT\AppData\Local\Temp\msohtmlclip1\01\clip_image006.gif]] – the number of women and respectively, men in the //i//-th profession or post;
510 -
511 -// //[[image:file:///C:\Users\INT04~~1.INT\AppData\Local\Temp\msohtmlclip1\01\clip_image008.gif]] , where //n //is equal to the number of professions or posts on enterprises;
512 -
513 -[[image:file:///C:\Users\INT04~~1.INT\AppData\Local\Temp\msohtmlclip1\01\clip_image010.gif]]//, //where, 0% is absence of segregation on the enterprise, and 100% reflects absolutely segregated employment structure.
514 -
515 -The most popular interpretation of the ID is the idea that it reflects the proportion of employed men (women) who would have to change the post or profession, in supposition that members of the opposite gender remain at their places, to ensure equal distribution of men and women between posts and professions.
516 -
517 -* The multifactorial econometric analysis, i.e., multiple linear regression by the type of extended Mincerian earnings equation for gender groups will be used for the estimation of the //influence of the human capital and other socio-economic factors on payment of men and women on enterprises.//
518 -
519 -The Mincerian earnings equation is traditionally used for the estimation of human capital influence on wages. Generally, the extended Mincer’s equation can be presented as (Formula 2):
520 -
521 -
522 -[[image:file:///C:\Users\INT04~~1.INT\AppData\Local\Temp\msohtmlclip1\01\clip_image012.gif]] (2)
523 -
524 -
525 -where,  //Ln W// is the endogenous variable, which show natural logarithm of wages of the worker; //b,,i,,// are parameters of regression, which show the average influence of individual fluctuation by exogenous variable x,,i,, on the logarithm of wages, //i// =1, …, //n//; //x,,i,,// are the exogenous variables influencing fluctuation of wages, //i //=1, …, //n//; //ε //is casual or stochastic component.
526 -
527 -* The econometric method of Oaxaca-Blinder decomposition will be used for the //estimation of gender discrimination in earnings on enterprises and determination of its dimension.// This method is a direct continuation of the previous method because it uses the results received from the previous method.
528 -
529 -The standard Oaxaca-Blinder decomposition consists of several procedures. In the beginning, in the case of the econometric models the linear multifactorial regress is estimated by a type of extended Mincerian earnings equation for gender groups with the calculation of equation’s factors by the method of the least squares. Also, the average values of factors, which enter into the Mincer’s equation, participate in calculations. After that, the distinctions in wages of men and women are divided on two parts: the explained difference, explainable from the point of view of observable factors, and the unexplained part of the difference. Following the foreign researchers, the estimation of difference in wages can be made by the various methods. Consider as expedient to use the following method (Formula 3):
530 -
531 -
532 -[[image:file:///C:\Users\INT04~~1.INT\AppData\Local\Temp\msohtmlclip1\01\clip_image014.gif]] (3)
533 -
534 -
535 -where, [[image:file:///C:\Users\INT04~~1.INT\AppData\Local\Temp\msohtmlclip1\01\clip_image016.gif]] are the average values of monthly wages accordingly for men and women;
536 -
537 -[[image:file:///C:\Users\INT04~~1.INT\AppData\Local\Temp\msohtmlclip1\01\clip_image018.gif]] are the regression’s coefficients of explained factors, which are calculated in the extended Mincerian earnings equation for the enterprise accordingly for men and women;
538 -
539 -[[image:file:///C:\Users\INT04~~1.INT\AppData\Local\Temp\msohtmlclip1\01\clip_image020.gif]]are the average values of personal characteristics of workers and workplaces accordingly for men and women.
540 -
541 -The right part of the equation consists of two components: the first component represents a difference in the payment, explained by the various factors, and the second component defines the part of the difference, which cannot be explained by these factors. This method shows the unexplained difference if workers would have the average indicators equal those at women.
542 -
543 -
544 544  Substage 3.2. Composing the list of INPUT parameters and indicators (required mandatory, non-mandatory).
545 -
546 546  Substage 3.3. Description of INPUT data verification process and algorithms.
547 -
548 548  Substage 3.4. Extended outline of software of OUTPUT results.
549 -
550 550  Substage 3.5. Elaboration of methodology for Gender Analysis Summarized Index (GASI).
551 551  
552 -
553 553  **Stage 4**. The technical outline of the innovative software. Q3
554 -
555 -
556 556  Substage 4.1 Determination of the implementation platform and the basic principles.
557 -
558 558  Substage 4.2 Designing of the interface organization principles.
559 -
560 560  Substage 4.3 Database structure definition.
561 -
562 562  Substage 4.4 Designing the functional of software per modules.
563 563  
564 -
565 -On this stage we will compose the technical extended outline for the innovative software. The structure of extended outline will include the following information:
566 -
567 -
568 -__The main purpose of the elaborated software__: Innovative software for gender analysis is a tool of measuring the indicators which are characterizing the gender inequality in the labor market at the microeconomic level (in the context of separate enterprises).
569 -
570 -
571 -__Users and system usage scenarios:__
572 -
573 -* Enterprises, companies interested in realization the gender analysis at the own enterprise. In this case, the company by himself carries out a gender audit using the elaborated software and further optionally can be ordered in the portal services of auditors-specialists who will make the recommendations for the company based on the results of software and may conduct additional studies (questionnaires, interviews, etc.).
574 -* International, national, non-governmental organizations realizing a gender analysis on enterprises. In this case, the representative of such organization (auditor) uses the software as a way of obtaining the necessary indicators, which it operates in the future in the framework of its work for the analysis and preparing the recommendations for the investigated companies.
575 -
576 -//Note: It is also possible other variant, in which international, governmental or non-governmental organizations order online realization the gender analysis for the concrete set of enterprises (including the preparation of recommendations), for example, within the grant framework or state program.//
577 -
578 -
579 -__System’s data: __The data manipulated by the software in the process of gender analysis of a company’s information for a selected period of time (for example a year) about the employees, received from the accounting systems with the obligatory indication of gender (sex), such as: wages, experience, age, post, education, marital status, number of children and so on.
580 -
581 -
582 -//Note: The information about employees is anonymous (without name, surname) to protect the personal data of the employee in accordance with legal requirements.//
583 -
584 -//Note: The data stored in the system database, the structure of the database should be universal, allowing in the future adding the new categories of indicators.//
585 -
586 -
587 -__System’s architecture:__
588 -
589 -* The software will be used as the basis for the site one of the CMS (Content Management System), for example: Joomla, XWiki, etc.
590 -* The data to be processed will stored in the same database that is used to operate the site, but in a separate database (most likely MySQL). Although possible the variant, if it is supported by CMS, storage together in a single database.
591 -* Software procedures for calculating the resulting indicators and possible data verification, separately, will be connected .dll or library, written in one of the high-level programming languages ​​(C ++, Pascal, Java)
592 -* The rest of the functionality and interface of the software will be created using the tools provided and available by the selected CMS.
593 -
594 594  **Stage 5**. Elaboration of software. Q4-Q5
595 -
596 -On this stage we will elaborate the innovative software. The elaboration of software will include the following substages:
597 -
598 -
599 599  Substage 5.1 Basic functionality of the software (portal website creation, interface, etc.).
600 -
601 -
602 -//The system’s functional~://
603 -
604 -
605 -__The external interface and basic functions:__ information system is a web-portal (site). This should be ensured:
606 -
607 -• Home (starting) page
608 -• Possibility to register the company / user
609 -• Possibility of payment on the site
610 -
611 -
612 -__The descriptive information module:__
613 -
614 -• Indicate (possibly at registration) the general information about the company - name, country, type of activity, number of employees, estimated annual turnover and other information.
615 -
616 -• Indicate (before the audit process) information about the audit - date of audit, responsible, type of audit (Option 1 - only the result of the calculation with explanatory comments, Option 2 - make recommendations and conduct further research on the basis of the results of calculations), comments, etc.
617 -
618 -
619 -//Note: The costs of portal’s services depend from the type of audit.//
620 -
621 -
622 622  Substage 5.2 Database creation (structure, table, etc.).
623 -
624 624  Substage 5.3 Functional of data import module.
625 -
626 -
627 -__Data import module:__
628 -
629 -• XML-specification data
630 -• Import data procedure from xml into the database system
631 -• Templates transformation from external sources in xml: Excel, Csv, etc.
632 -
633 -
634 -//Note: Such of work-process organization provides the universal character of the import module, allowing to add the templates of conversion from any external sources and systems (1C, SAP, etc.)//
635 -
636 -
637 637  Substage 5.4 Functional of data verification module.
638 -
639 -
640 -__Data verification module:__
641 -
642 -• Data verification directly on the stage of import xml into the database - some of verifications must be execute even at this stage, checking the conformity of fields, data types, etc.
643 -
644 -• Data verification with the possibility of data modification - after the import, will start the separate procedure for logical data checking, which verifies: filling all the mandatory indicators, the logical correctness of the filling, etc. The user can modify (or removing) some of invalid entries. Also, it’s possible to repeat of import (when, instead of modification in the system, the user has decided to modify the initial date and to do data import again).
645 -
646 -• Verification as a part of the basic data processing in the calculations - realizing to prevent cases of unreliability of certain indicators of econometric model.
647 -
648 -
649 649  Substage 5.5 Functional of data processing module.
650 -
651 -
652 -__The main module of data processing: __It consists from the common functions and so-called sub-modules, each of which is a software implementation of the formulas corresponding econometric model used in the calculation (for example, the sub-module "Duncan index", sub-module "Mincer equation", sub-module "Oaxaca-Blinder decomposition", etc.).
653 -
654 -
655 -//Note: such a discrete work-process (where instead of a single program data processing used submodules) will allow in the future without major changes of the system to add new methods (new econometric models).//
656 -
657 -
658 658  Substage 5.6 Functional of results representation module.
659 659  
660 -
661 -__The visualization results module:__
662 -
663 -* After data processing, the results of gender analysis presented to the user in the form of a report with a set of indicators (figures) with explanations. For example, if the result (0.35) of some index in the range of 0 to 1, it indicates the presence of gender inequality by this index but in low degree.
664 -* Also, the Gender Analysis Summarized Index (GASI) is calculated which takes into account the values ​​of all the results. Such index will be useful for quickly comparing the results of the enterprises, ranking, etc.
665 -* If the system’s user wants to order an additional services, for him must be offered (with the possibility of payment on site) use the services of gender experts-auditors, who on the basis of the results (possibly with additional research) make recommendations with a description of the specific actions for the company to improve such indicators.
666 -* In accordance with this, the module must be capable to do the appendix to the report with the calculated indicators of additional information provided in the form of files containing the recommendations, the results of surveys, interviews, etc.
667 -* The visualization results module should also allow comparing the results of the enterprise in case when the enterprise realized the several audits, which will present the gender equality on the enterprises in dynamics.// //
668 -
669 669  **Stage 6**. Debugging, testing and integration of elaborated software. Q6
670 -
671 -
672 672  Substage 6.1 Debugging of discrete modules of software.
673 -
674 674  Substage 6.2 Modules integration.
675 -
676 676  Substage 6.3 Testing modularly and overall with tests result report.
677 -
678 678  Substage 6.4 Corrections conform tests result report.
679 679  
680 -
681 681  **Stage 7**. Pilot implementation of elaborated software and applying fixes based on results. Q7
682 -
683 -
684 684  Substage 7.1 Identification of enterprises which will participate in pilot implementation.
685 -
686 686  Substage 7.2 Fulfilment the gender analysis of selected enterprise using the elaborated software.
687 -
688 688  Substage 7.3 Prepare the report about the pilot implementation with a list of existing errors and potential fixes.
689 -
690 690  Substage 7.4 Modifications and fixes of elaborated software according to the report.
691 691  
692 -
693 693  **Stage 8**. Final project report. Q7-Q8
694 -
695 -
696 696  Substage 8.1. Preparing the report according to the requirements. The final project report will be created. We will create a short presentation of our theoretical results and software using PowerPoint slides.
697 697  
391 +==== 2.9 Sustainability Planning ====
698 698  
699 -**2.9     Sustainability Planning**
700 -
701 -//This section is a new requirement.  Here, your team should present specific market research objectives to be addressed during the lifetime of your project.  Please describe your proposed market-related activities with the same rigor that you describe your scientific activities in the sections above.  Specific stages and milestones should be included in your Work Schedule page. Personnel who will be engaged in market research should be identified along with other project team members on the Scientists page.  All expenses related to your sustainability planning should be listed in the Budget page.//
702 -
703 -
704 704  **Which “Market will we study?**
705 705  
706 -//Briefly describe your vision of how your scientific team could ensure its ability to continue its scientific or technical activities after the conclusion of the project.  Describe the specific “market” of interest.  As well, please highlight information that you do not yet know, that you will need to gather in order to achieve this vision.//
707 -
708 -
709 709  The potential users of our results are the international and national organizations interested in research of gender equality problems. On the national level the potential users may be the governmental and non-governmental organizations and private enterprises. Our investigations, as well the investigations in gender equality regulation which are carried out in Europe, U.S.A. and Canada may bring revolutionary changes in solving many gender problems on the labour market. We will continue our investigation in the scope of extend of analyzing methods with close cooperation with the teams from: Romania (National Scientific Research Institute for Labour and Social Protection, University “Alexandru Ioan Cuza” from Iasi), Hungary (Institute for Foreign Affairs and Trade and Szent Istvan University - Faculty of Economics and Social Sciences) and others.
710 710  
711 711  In order to find funding possibilities we will cooperate with the teams mentioned above and apply for a grant at the EU Framework Programme for Research and Innovation Horizon 2020. We will also use possibilities of bilateral cooperation, including local funding competitions (Moldova).
712 712  
713 -
714 -
715 715  **What is our specific market research objective?**
716 716  
717 -//Given your vision and the information gaps described above, formulate one or two specific market research objectives that you can address during the lifetime of your project: //
718 -
719 -1. //You may wish to pose a hypothesis about the market, e.g. “we believe that companies of X type would be interested in producing our crystal to sell to their customers.” Your research objective would then be to gather sufficient information to test that hypothesis.//
720 -1. //Or, you may wish to ask a general question, e.g. “who funds research in area Z?”  In this case, you should establish clear boundaries to reflect what you believe to be achievable, e.g. “we will research organizations of types X and Y, in countries A, B, and C, that fund research in area Z, and identify their current priorities and application procedures.”  In this case, your research objective would be to understand whether your scientific direction matches the funding priorities of any of the targeted organizations and whether your team is qualified to apply for grants.//
721 -1. //Or, you may set a very specific objective, e.g. developing a business plan with one particular type of partner.//
722 -
723 -//Regardless of the form, please be as precise as possible in formulating your questions, hypothesis, or objective(s).  Do NOT write simply «contact potential partners» or «conduct Internet search».//
724 -
725 -
726 726  The results obtained from the elaborated software will make possible to enlarge the market of the potential users, including different international and national organizations from gender domain. During the project implementation our team intends:
727 727  
728 728  * to gather sufficient information about organizations interested in efficient solutions to practical problems of high computational complexity, which can be successfully solvable using informational system of gender audit of enterprises;
... ... @@ -731,67 +731,17 @@
731 731  
732 732  We have included a professional manager with experience in IT product promotion and software development in our team. His experience will be used in all business and marketing aspects of our project.
733 733  
734 -
735 -
736 736  **What are we going to do?**
737 737  
738 -//Explain what concrete steps your team will take to achieve the market research objective(s) described above.  We require that your team set milestones that will mark your progress towards achieving your objective(s).  Please specify when during project implementation these discrete steps will occur. The more specific your proposal, the better.  //
739 -
740 -
741 741  First of all we are going to elaborate the software complex integrate in the web-portal, for the problems in the domain of gender equality regulation on the labour market included in this project. Furthermore, we intend to implement the elaborated program on some enterprises of different size and kind of activity. We are also going to present our results at different meetings, symposiums and conferences, visit laboratories and scientific centers, establish a close cooperation between our team and other teams in Europe, U.S.A. and Canada.
742 742  
743 -
744 -
745 745  **What will result?**
746 746  
747 -//Describe what form the final results will take.  Identify the next steps if your assumptions are proved correct, and suggest possible paths if they are proved incorrect.//
748 -
749 -
750 -//In addition to any marketing of your project-specific results,// //you should plan and budget to provide three additional pieces of marketing information.  You will be required to prepare a short text, PowerPoint slide and Webpage that describe the capabilities of your scientific team.  These will be used by STCU and funding parties to reach additional markets.  Further information about the specific form of these three 'deliverables' will be provided on the STCU website. //
751 -
752 -
753 753  The final results of marketing researches will take the form of the report, containing:
754 754  
755 755  * Marketing information about gender analysis of enterprises and elaborated innovative software, placed on the project website;
756 756  * List of organizations (with contact information) interested in the results on gender problems on the labour market;
757 757  * List of funds and programs with references to the information “How to apply for a grant”.
758 -
759 -
760 -
761 -**3. Work schedule**
762 -
763 -Definite stages of the project implementation are represented in matrix diagram in Table 1.
764 -
765 -Table 2 graphically displays timing and duration of the stages involved, as well as interdependence of the stages.
766 -
767 -
768 -**4. Personnel commitments**
769 -
770 -Table 3 displays personnel commitments for the project implementation.
771 -
772 -
773 -**5. Goods, Services, and Other Direct Costs**
774 -
775 -Tables 4 , 5, and 6 display the equipment, materials, services, and other direct costs to be purchased for the project.
776 -
777 -
778 -**6. Travels **
779 -
780 -Table 7 displays the costs necessary for travel outside and within country of residence.
781 -
782 -
783 -**7. Financial summary**
784 -
785 -Tables 8 and 9 display aggregate financial information and define the first advanced payment.
786 -
787 -
788 -**8. List of personnel**
789 -
790 -Table 10 contains detailed information about each individual person involved.
791 -
792 -
793 -**9 Allocation of the project budget among participating institutions **//__(for more than one participating institution  only)__//
794 -
795 795  Supplementary tables S8 and S9 display estimated expenditures by each participating institution  separately.
796 796  
797 797