Journal of Management Information and Decision Sciences (Print ISSN: 1524-7252; Online ISSN: 1532-5806)

Research Article: 2023 Vol: 26 Issue: 6

Exploratory Factor Model of Perceived Ease of Use in the covid-19 era

Rosa María Rincon Ornelas, Universidad de Sonora

Javier Carreon-Guillen, Universidad Nacional Autónoma de México

Cruz Garcia-Lirios, Escuela de Administración Pública

Citation Information: Rincon Ornelas, R.M., Carreon-Guillen, J., & Garcia-Lirios, C. (2023). Exploratory factor model of perceived ease of use in the covid-19 era. Journal of Management Information and Decision Sciences, 26 (6),1-7.

Abstract

The objective of the present work was to specify a model for the study of governance training. The theory of intellectual capital essentially means that there is an indirect relationship between vocational training and job placement. Leadership styles are mediators in this process because they transfer values and norms that guide needs and expectations, as well as skills and knowledge to carry out the tasks and achieve the achievements. A non-experimental, documentary, cross-sectional and exploratory study was carried out with a selection of sources indexed to Latin American leading repositories, considering the publication period and ISSN and DOI registration; Copernicus, Dialnet, Ebsco, Latindex, Publindex, Redalyc, Scielo, Scopus, WoS and Zenodo repositories. Since the specified model can be contrasted, the inclusion of factors such as empowerment and entrepreneurships are recommended to establish the scope and limits of the model

Keywords

Human capital, Vocational training, Job placement, Model, Specification.

Introduction

The university degree is more profitable for women than for men when compared to other educational levels. University graduates earn 41% more than high school graduates, while in men this difference is 32%. The university students also have a level of employment (94.1% among the graduates) much higher than other educational levels (86.7% among the graduates of compulsory secondary). The relative salary of university students compared to workers with lower secondary education has dropped by 40%. The university advantage in terms of unemployment has also declined. The unemployment rate of secondary school graduates has decreased from 73% higher than that of university students to 17% between 1995 and 2005. The same rate has not changed in the case of comparing it with workers with pre-secondary education (Around 40% higher than university students). The difference in the employment rate among graduates of compulsory education and university graduates has dropped from 19 to 13 points between 1997 and 2004 (Anguiano-Salazar et al., 2018). 52.2% of the university graduates interviewed continue to live in their parents' homes despite their high occupancy and average age (28 years). Most graduates (74.8%) attended courses they chose as the first option. University graduates take an average of 6.2 months to find their first job after college (Carreon et al., 2018). Early contacts with the world of work often involve a temporary contractual relationship (74.9% in the first job) after three years’ graduates reach a much higher level of job stability. In the last employment, the indefinite contracts represent 45.1% of the total contracts of the graduates of the sample (Carrilo et al., 2018). In the last job, 27.6% had a higher education level and 10.4% dissociated the tasks from their job with the university degree. 70.7% of graduates are quite satisfied or very satisfied with their current job, although only 47.7% of respondents are quite or very satisfied with their salary (Espinoza-Morales et al., 2018). 72% would return to do the same race in the same university. However, 17.7% of the graduates of the sample indicate that if they had to take the decision again for university studies, they would not do it with a high degree of probability (Fierro-Moreno et al., 2018). The official unemployment rate in the period in which they were surveyed (11.2%) is somewhat lower than the median cited by the respondents (15%). The unemployment rate estimated by the students is close to that when they began their studies, so the explanation could be certain inertia in their expectations (Fuentes et al., 2020).The perception of the labour market situation is very close to reality. The unemployment rate for young university graduates (under 30) is 15% (real rate in 2003: 15.5%) while 90% of the employment rate for young people are graduates and / or Vocational training (Garcia Lirios, 2017).

Within the framework of Human Development in which health, education and employment are its most prevalent dimensions. The concept of human capital alludes to a balance between demands and resources, opportunities and capacities, as well as skills and knowledge each one oriented towards insertion in a global and local labour market (García, 2018). Thus, human capital involves a set of strategies, intentions and actions dedicated to the application of knowledge and the development of skills so that, based on objectives and tasks of cooperation, goals are obtained, which are disseminated among a group that Can reproduce the process with the same quality (Guarneros et al., 2018).

However, the theory of human capital warns that there are barriers and facilitators that inhibit or potentiate the realisation of purposes. This is the case of the relationship between vocational training and job placement. Because the syllabus seems to be disconnected from the demands of the global or local market, vocational training increasingly conforms to the requirements of the working environment (Lirios, 2021). Although vocational training is close to the skills and knowledge required by micro, small and medium-sized organisations that employ 90% of the workforce, labour insertion involves a selection process involving different professionals competing for a reduced number of vacancies (Sánchez et al., 2018). In this way, the human capital theory in its formative aspect indicates that the contents and the practices conform to the real cases of the organisations that employ the graduates (Sirat & Kaur, 2010). Nevertheless, the global labour market increasingly requires greater entrepreneurship, innovation and competitiveness without underestimating the empathy, commitment and satisfaction that employees must have to efficiently perform their work. Therefore, the formation of human capital also implies a degree of freedom of decision and action oriented to the transformation of organisations (Villegas et al., 2018).

In this sense, human capital theory warns that vocational training depends on the formation of transformational rather than traditional leadership. This is because entrepreneurship, innovation and competitiveness depend on high doses of trust, commitment and job satisfaction. In that sense, human capital is the essential growth factor in an organisation. As an organisation's currency, human capital requires continuous training and even anticipation of uncertainty and risk scenarios. The coping of threats suggests the formation of leaders who transform the organisation and do not chain it into a traditional, vertical and univocal style of leadership. In this way, the formation of human capital will correspond to labour insertion whenever the market demands more and more innovative products and services that satisfy the consumers. In the case of Higher Education Institutions (HEIs), the formation of human capital and labour insertion depends on a high degree of institutional isomorphism that human capital theory considers fundamental to carry out the task of anticipating unemployment scenarios. Roughly, institutionalism consists of a set of values and norms that affect the culture and the work climate of the relationships and the work climate of the tasks. This is because organisations are confined to business development policies, or to alliances with the state that determine them in terms of their business relationships. In this institutional framework, human capital theory suggests that leaders share goal-oriented styles of management regardless of the skills and knowledge that guide innovation, but they regulate the proposals that emerge from organisations associated with state institutions (Wang, 2017).

However, when organisations need to transcend and enter the global market, they establish strategic alliances with other organisations that condition their association according to the degree of entrepreneurship, innovation and competitiveness. In this context, human capital theory explains the process by which individuals establish networks of knowledge and, based on their capacity for information processing, decision making and execution skills, achieve a level of competence according to local and global demands. If entrepreneurship consists of balancing financial opportunities, establishing business opportunities and producing goods with a high demand, then human capital is an essential part of the entrepreneurship process, since continuous training in processing Information and dissemination of proposals has competitive advantages. In the case of innovation, understood as the generation of initiatives according to a demand and the feasibility of being reproduced to reach a quota of productivity, human capital formation also shows competitive advantages over organisations dedicated to reproducing knowledge. That producing knowledge not only applicable but reproducible generates prestige and this is crystallised in patents. In this way, the formation of human capital is increasingly close to guarantee labour insertion due to its high degree of transformation and expectations of knowledge reproduction. Human capital studies indicate that the intensive uses of information technologies, as well as the orientation of traditional leaders that establish deliberate, planned and systematic processes are determinants of professional training and even labour insertion. In this sense, as software learning intensifies, and traditional leaders are learned, labour insertion is closer to being achieved.

However, in organisations with a more democratic, open, participative, horizontal and intercultural work culture, information and communication technologies, including digital networks, are not determinants of professional training and insertion in local marking. This means that the diversity of demands and resources seems to corroborate the hypothesis that entrepreneurship and innovation do not necessarily correspond to productivity and competitiveness, but to job satisfaction. In fact, the type of work culture affects the climate of relations, the climate of goals, the climate of tasks and the climate of innovations. It is the electronic technologies and devices that enhance the learning of skills that the global market requires but inhibits opportunities in the local market. The differences between the global market and the local market consist of the values and norms that in the first case are more practical and oriented to the consumption; it will show that in the second case the satisfaction is a common good that is persecuted in a locality. The differences between a locality and a city determine the type and size of the organisation, but also condition the reach and expectations of human capital. From values and norms that can be local or institutional, transformational leaderships are not always the factor that organisations require to be inserted in one or another global or local scope. In this way, the formation of human capital is determined by a series of variables that precede or proceed, although depending on the type and size of the organisation will be the factor of change, entrepreneurship, innovation and competitiveness, but if this is possible in A labour environment where trust, commitment and satisfaction do not prevail, then human capital will lose its influence.

The purpose of this research is to specify a model of dependency relations between the variables determining and indicative of governance training.

Method

A non-experimental, documentary, cross-sectional and exploratory study was carried out with a non-probabilistic selection of sources indexed to leading repositories in Latin America. The information was processed in content analysis matrices with the purpose of specifying the model of reflective dependency relations between the constructs of professional formation and labour insertion.

The documentation to be analysed was selected considering the publication period from 2020 to 2023, the conceptualization of the keywords: “governance”, “training”, “model”, as well as its ISSN (International Standard Serial Number) and DOI (Digital Object Identifier); Copernicus, Dialnet, Ebsco, Latindex, Publindex, Redalyc, Scielo, Scopus, WoS and Zenodo repositories.

The analysis of the content was based on the symptom technique, which consists in processing the concepts and their relationship in a network based on the breakdown that the authors perform and the discussion they establish regarding the keywords.

The specification of the model was carried out assuming that the constructs of human capital, vocational training and labour insertion maintain relations of dependability testable. In this way the routes of conceptual relations were drawn.

Results

The adequacy and sphericity ⌠KMO = 0.796; χ2 = 505.397 (120df) p = 0.000⌡ which allowed estimating the factorial analysis which yielded four factors related to specification of functions (51% of the total variance explained), intersectoral composition (15% of the total variance explained), participation channels (9% of the total variance explained) and management transparency (6% of the total variance explained in Figure 1.

Figure 1 Scree Plot
Source: Elaborated with data study. Barttlet's test: X 2 = 2543.719 (133 df ) p > 0.001.

Extraction method. Principal components ( varimax rotation ), fitness and sphericity ⌠KMO = 0.796; χ2 = 505.397 (120 gl ) p = 0.000⌡. F1 = Specification and functions (51% of the total variance explained), F2 = Intersectoral Composition (15% of the total variance explained), F3 = Participation channels (9% of the total variance explained) and F4 = Management transparency ( 6% of the total variance explained). The knowledge model included three factors related to the Specification of Functions, Intergroup Composition and Participation Channels as determinants of Transparency in Management. The network structure was configured with 20 input units, twelve hidden units, and nine output units see Figure 2.

Figure 2 Exploratory Factor Model of Perceived Ease of use in the Covid-19 Era
Source: Elaborated with data study. Adjustment: X2 = 941.828 (133 df ) p > .001; RMSEA =0 .263

The knowledge model around organizational development is explained by the specification of functions that, associated with intersectorality and participatory channels, determine knowledge management, however the error rate exceeds 60% of possible relationships.

Discussion

The contribution of this work to the state of knowledge and the revision of the literature consists of the specification of a model for the study of governance training intellectual capital. In relation to which human capital formation depends on the level of scientific and technological development, the present study warns that technologies, devices and information networks are a key factor in the explanation of organisations dedicated to the Establishment of strategic alliances but ignored in the cooperative societies as competitive advantage. The formation of human capital seems to be determined by the context and culture of the organisation. In that sense, the specification of a model will allow the contrast of the normative and normative determinants of the organisations with respect to the internal capacities and resources. Vocational training is a result of business development policies that include constant evaluation processes. In this sense, the quality of the processes inside the organisations determines its structure and also the requirements of selection and training of personnel.

In contrast, the present paper argues that the formation of human capital depends on the level of talent crystallised in skills and knowledge rather than the climate of relationships and tasks that are established in organisations dedicated to the quality of their processes and products. The formation of human capital, in relation to labour insertion, would be closer to the mediation that the transformational leadership exerts on the employee and the commitment that he acquires and develops before the demands of his leader. It is a process in which the learnings have a greater impact than training and therefore condition labour satisfaction. The work commitment is the result of a climate of empathic relationships between leaders and followers, but also entails the learning of norms and values of cooperation that, in the case of corporations, seem to be distant from their objectives, tasks and goals. In the present work, the specification of a model for the study of governance training of intellectual capital is based on the establishment of values and norms as reflective indicators, but in relation to the expectations and capacities of the insertion in the labour market.

However, the course and personal trajectory differs from group goals, tasks and goals. Even with the formation of networks of knowledge, personal expectations and abilities seem to follow performance schemes acquired from leaders, but especially from peers. In this sense, the inclusion of factors that inhibit vocational training and job placement such as stress, burnout and mobbing is recommended. Job satisfaction do not depend on skills or knowledge, but rather on skills that in the case of emotional intelligence are a preponderant factor in performance, innovation and job satisfaction. The present study does not include these emotional, affective and sentimental variables, but it is recognized that, coupled with the intensive use of technologies, devices and electronic networks, it potentiates the formation of human capital and gives competitive advantages for labour insertion.

Conclusion

The relationship between human capital formation and labour insertion would be mediated by leadership, which in a sense is also a training process, but unlike employees, leaders are mediators of vocational training and job placement. In the case of the formation of human capital, this involves factors that reflect it as is the case of values, norms, demands, learnings, skills, knowledge and intentions. About labour insertion, this would be indicated by levels of needs, expectations, opportunities, capacities, supports, tasks and achievements.

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Received: 11-Aug-2023, Manuscript No. JMIDS-23-13876; Editor assigned: 14-Aug-2023, Pre QC No.JMIDS-23-13876(PQ); Reviewed: 08-Sep-2023, QC No. JMIDS-23-13876; Published: 28-Sep-2023

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