Accountancy as a Meaningful Work. Main Determinants from a Job Quality and Optimization Algorithm Approach
Abstract
:1. Introduction
- (a)
- Job demands
- Physical environment (PE) relates to the physical conditions of the workplace, which, in the case of accountants, would be linked to ergonomic risks. This factor does not look critical because the accountant carries out their work in offices, and the accountants are generally not subject to conditions involving a particular physical demand. The most adverse scenarios may arise in auditors when they have to travel to client offices to carry out their work; however, EWCS does not include this last criterion [1].
- Work intensity (WI) is a job demand associated with tight deadlines, working at very high speed, relying on the work or instructions of others, hiding emotions or managing angry customers. Academic literature has extensively documented WI in accountancy [5,6,14,49,50]. Work intensity also harms the perceived resources available to the professional to obtain subjective well-being, which is an additional effect on the negative and direct effect that work intensity has on well-being [51].
- (b)
- Job resources
- Work time quality (WTQ) worsens with the work in atypical working times, long days, and the lack of flexibility in working time arrangements. In addition, demanding deadlines can cause that, on specific dates, the days are long, in atypical schedules. These components of the index constitute job demands. Therefore, accountancy firms have developed alternative work arrangements (AWAs) to face these demands [52], with this being one of the job resources that alleviates these stressors’ effects. Female accountants usually prefer AWAs [53,54,55]. However, there is evidence of an adverse effect or perception on long-term career potential [56,57], among other reasons, for the assignment of clients or engagements with a less professional requirement [58,59].
- Social environment (SE) measures social support from peers and superiors, as well as incidents that demonstrate an adverse social environment (such as bullying or harassment). It is one of the primary job resources deployed by accountancy firms and accounting departments to moderate stressors and reduce burnout, turnover intentions [2,22,25,60,61], and dysfunctional behaviors among professionals [62]. Therefore, teamwork is more effective [63], as well as establishing formal procedures to receive feedback from superiors [64].
- Skills and discretion (SD) refer to job control resources under JD-R and JDCS models. This set of characteristics refers to skill development on the job, the content of the position, the training, the decision latitude, and the ability to influence decisions. The accounting profession requires preparedness as clients are able to question their financial reporting practices, which creates a very stimulating environment. The career allows professional development, and many candidates consider audit firms as training schools [48]. The process of indoctrination as a professional involves learning the industry’s behavioral and organizational norms [65]. Technical knowledge is a requirement to achieve the position of partner in an accountancy firm. However, behaviors as a professional are critical [66]; today, partners are much more multifarious and homogeneous than in the past [67]. The aspiring partner in a Big 4, in addition to the technical content, communication skills, and overseas exposure, must develop entrepreneurial skills and an excellent technological profile for working in a disruptive environment [68].
- Prospects refer to professional career development and job stability. Young accountants perceive the profession as a starting point in a prosperous career in or out of the firm [69,70]. At the top of the pyramid, satisfaction levels are higher than below it [33]. The firms allude to deferred compensation that appears as the professional career progresses. However, it is not evident that this is an advantage that the firm and the professionals value similarly, due to, among other reasons, the excessive work that the partners deploy, the loss of social reputation due to the financial scandals, and even the decrease in the financial security that the partners have [71].
- Earnings measure the salary of the employees. Young people who enter the profession appreciate other aspects, such as expert learning, security, or meaningful work [72,73]. However, the remuneration is low among the junior professionals of the audit firms, compared to other professional services, and a lower level of well-being is observed [74]. These authors consider that the remuneration at the first stages is not competitive compared to other business professionals. Moreover, the remuneration in audit firms depends on the organization’s position and not on productivity, reinforcing the idea of deferred compensation.
2. Materials and Methods
2.1. Variables
2.2. Data Selection
2.3. Integer Programming Genetic Algorithm for Selecting the Best Set of Regressor Variables
2.3.1. General Overview of the Algorithm
2.3.2. Encoding and Initialization of the Population
2.3.3. Minimization Function
2.3.4. Selection Procedure
2.3.5. Recombination
2.3.6. Mutation
3. Results
General Model
4. Discussion
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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Statistics | Monthly Earnings | Prospects | SD | SE | PE | WI | WTQ | MW |
---|---|---|---|---|---|---|---|---|
Mean | 1567 | 69.4 | 70.0 | 83.9 | 91.9 | 34.0 | 75.9 | 6.71 |
Median | 1313 | 68.8 | 73.0 | 88.2 | 92.3 | 31.8 | 80.1 | 7.00 |
St. Dev. | 1063 | 17.5 | 15.6 | 18.1 | 8.24 | 18.6 | 11.8 | 1.43 |
Coef. Var. | 0.6784 | 0.2522 | 0.2229 | 0.2157 | 0.0897 | 0.5471 | 0.1555 | 0.2131 |
Minimum | 834 | 0.00 | 10.5 | 0.0 | 0.0 | 0.0 | 18.0 | 0.00 |
Maximum | 11,777 | 100 | 98.0 | 100 | 100 | 91.9 | 100 | 8.00 |
JQIs (N = 602) | ||
---|---|---|
Skills and discretion | 0.8671 | (0.6837, 1.0504) |
Physical environment | 0.5974 | (0.5333, 0.6614) |
Skills and discretion x Physical environment | −0.6772 | (−0.8905, −0.4640) |
Social Environment x Work intensity | 0.2349 | (0.1718, 0.2980) |
Statistical characteristics of the model: | ||
R2:0.2182; F*:40.8412, p-value (F*) = 0.0000 | ||
RMSE: 0.1118; BIC: −1293.4 |
Model 2. Under 40 Years Old (N = 228) | Model 3. Over 40 Years Old (N = 372) | |||
---|---|---|---|---|
Variables (N = 602) | ||||
Skills and discretion | 0.2899 | (0.1718, 0.4080) | 0.9312 | (0.6799, 1.1.825) |
Physical environment | 0.3912 | (0.2842, 0.4981) | 0.6211 | (0.5360, 0.7061) |
Skills and discretion × Physical environment | −0.1031 | (−0.1250, −0.0813) | −0.7272 | (−1.0166, −0.4378) |
Social environment × Work time quality | 0.4255 | (0.3088, 0.5422) | ||
Work time quality × Work intensity | 0.1932 | (0.1081, 0.2783) | ||
Statistical characteristics of the model: | ||||
R2:0.2692; F:76.9834, p-value (F*) = 0.0000 | R2:0.2042; F:20.7182, p-value (F*) = 0.0000 | |||
RMSE: 0.0822; BIC: −2181.5 | RMSE: 0.1321; BIC: −1005.5 |
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del-Pozo-Antúnez, J.-J.; Molina-Sánchez, H.; Fernández-Navarro, F.; Ariza-Montes, A. Accountancy as a Meaningful Work. Main Determinants from a Job Quality and Optimization Algorithm Approach. Sustainability 2021, 13, 9308. https://doi.org/10.3390/su13169308
del-Pozo-Antúnez J-J, Molina-Sánchez H, Fernández-Navarro F, Ariza-Montes A. Accountancy as a Meaningful Work. Main Determinants from a Job Quality and Optimization Algorithm Approach. Sustainability. 2021; 13(16):9308. https://doi.org/10.3390/su13169308
Chicago/Turabian Styledel-Pozo-Antúnez, José-Joaquín, Horacio Molina-Sánchez, Francisco Fernández-Navarro, and Antonio Ariza-Montes. 2021. "Accountancy as a Meaningful Work. Main Determinants from a Job Quality and Optimization Algorithm Approach" Sustainability 13, no. 16: 9308. https://doi.org/10.3390/su13169308
APA Styledel-Pozo-Antúnez, J.-J., Molina-Sánchez, H., Fernández-Navarro, F., & Ariza-Montes, A. (2021). Accountancy as a Meaningful Work. Main Determinants from a Job Quality and Optimization Algorithm Approach. Sustainability, 13(16), 9308. https://doi.org/10.3390/su13169308