Markovian Prospective Analysis: Financial Health as an Effect of Sales Management and Market Analysis, Service SMEs-Huacho.Peru

Authors

  • Jaime Eduardo Gutiérrez -Ascón Universidad Nacional José Faustino Sánchez Carrión - (Pe), Perú
  • Mariluz Gianella Azabache-Rojas Universidad Nacional José Faustino Sánchez Carrión - (Pe), Perú
  • Jhordan Gabriel Gamboa-Rojas Universidad Nacional Mayor De San Marcos - (Pe)
  • Roxana Flor Benites-Valenzuela Universidad Nacional Mayor De San Marcos - (Pe)
  • Moises Francesco Peralta-Marcos Universidad Nacional Mayor De San Marcos - (Pe)
  • Jhosset David Huaman-Aguirre Universidad Nacional Mayor De San Marcos - (Pe)
  • Francisca Bouby-Tolentino Universidad Nacional Mayor De San Marcos - (Pe)

DOI:

https://doi.org/10.18687/LACCEI2025.1.1.2084

Keywords:

Markov Models, Financial Health, Sales Management and Market Analysis

Abstract

This study aims to determine the extent to which the Markovian prospective analysis of Financial Health is influenced by Sales Management and Market Analysis in Service SMEs in the town of Huacho, Peru. A non-experimental and cross-sectional research design was applied. The independent variables were Sales Management and Market Analysis and Financial Health as the dependent variable. The results reflect an acceptable reliability of the data Cronbach's Alpha = 0.820 and McDonald's Omega = 0.557 the Kolmogorov-Smirnov normality test p-value = 0.000 indicates that the data do not follow a normal distribution, while the Friedman test p-value = 0.000 shows significant differences between the groups analyzed. Nonparametric multiple regression Logit reveals that Finance = 21.625 + 0.399 (New customers) − 0.100 (More sales) − 0.414 (More promotion) + 0.265 (More financing) + 0.111 (Relationships) − 0.820 (Pricing method) − 0.153 (Quality method) + 0.493 (Customers method) + 0.590 (Attention method) − 0.343 (SWOT method). Spearman correlation indicates weak relationships between sales management and financial variables, with the exception of business relationships (r = 0.159). Finally, the Markov analysis shows that the financial stability of the SMEs in Huacho decreases from 86.2% in the initial period to 33.1% in period 12. It is concluded that digitalization and optimization of commercial management could mitigate this vulnerability and improve the financial sustainability of these companies.

Downloads

Published

2025-07-27

License

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

LACCEI retains copyright of all published articles under the terms of its copyright transfer agreement. As the copyright holder, LACCEI distributes the articles to the public under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0).

How to Cite

Gutiérrez -Ascón, J. E., Azabache-Rojas, M. G., Gamboa-Rojas, J. G., Benites-Valenzuela, R. F., Peralta-Marcos, M. F., Huaman-Aguirre, J. D., & Bouby-Tolentino, F. (2025). Markovian Prospective Analysis: Financial Health as an Effect of Sales Management and Market Analysis, Service SMEs-Huacho.Peru. LACCEI, 1(12). https://doi.org/10.18687/LACCEI2025.1.1.2084

Most read articles by the same author(s)