Article  
Design and Validation of an Instrument for Identifying  
School Autonomy as a Dimension of Teacher Motivation  
in Secondary Education: A Descriptive Cross-Sectional  
Study  
Diseño y validación de un instrumento para la  
identificación de la autonomía escolar como dimensión de  
la motivación docente en educación secundaria: estudio  
descriptivo-transeccional  
Diego Orlando Maldonado Marín1 , Carlos Alberto Severiche Sierra 2  
1
Educational Sciences, Universidad Metropolitana de Ciencia y Tecnología (UMECIT), Ciudad de Panamá, 0801, Panamá;  
National Directorate of Research, Corporación Unificada Nacional de Educación Superior (CUN), Bogotá, 111711, Colombia;  
2
Correspondence: carlos_severiche@cun.edu.co  
Citation: Maldonado, D., Severiche, C. Design and Validation of an Instrument for Identifying School Autonomy as a Dimension of  
Teacher Motivation in Secondary Education. OnBoard Knowledge Journal 2026, 2, 1. https://doi.org/10.70554/OBJK2026.v02n01.01  
Received: 21/10/2025, Accepted: 05/03/2026, Published: 24/03/2026  
Abstract: Teacher motivation influences educational quality and teachers’ well-being. Among the institutional factors  
associated with it, school autonomy occupies a relevant place. This study focused on identifying school autonomy  
for the teaching motivation of secondary school teachers. It was a quantitative, descriptive, non-experimental, and  
cross-sectional study in secondary education institutions. A self-administered questionnaire with Likert-type items was  
administered, with content validity determined by expert judgment and construct validity through confirmatory factor  
analysis for ordinal data; reliability was estimated with omega and alpha coefficients. The analysis included descriptive  
statistics and classification using predefined scales for the school autonomy dimension. The aggregate pattern showed  
"operational" autonomy, with concentrations in intermediate categories and low variability. Autonomy was sufficient for  
planning, adjusting methodologies, and taking responsibility for daily work, but more limited in larger-scale curricular  
and organizational decisions. The homogeneity suggested shared institutional arrangements that standardize its scope.  
The identified school autonomy was at medium and stable levels, compatible with sustained functioning but with room  
for improvement to promote self-determined motivation.  
Keywords: Personal autonomy; Motivation; Teachers; Secondary Schools  
Resumen: La motivación docente influye en la calidad educativa y en el bienestar del profesorado. Entre los factores  
institucionales asociados con ella, la autonomía escolar ocupa un lugar relevante. El trabajo se centró en Identificar la  
OnBoard Knowledge Journal 2026, 2, 1.  
© 2026 by authors.  
Licensed by Escuela Naval de Cadetes "Almirante Padilla", COL.  
This article is freely accessible and distributed under the terms and conditions  
of Creative Commons Attribution (https://creativecommons.org/licenses/by/4.0/).  
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autonomía escolar para la motivación docente de los maestros de escuelas secundarias. Fue un estudio cuantitativo,  
descriptivo, no experimental y transeccional en instituciones de educación secundaria. Se aplicó un cuestionario  
autoadministrado con ítems Likert, con validez de contenido por juicio de expertos y validez de constructo mediante  
análisis factorial confirmatorio para datos ordinales; la confiabilidad se estimó con coeficientes omega y alfa. El análisis  
contempló estadística descriptiva y clasificación por baremos predefinidos de la dimensión autonomía escolar. El patrón  
agregado mostró autonomía “operativa”, con concentraciones en categorías intermedias y baja variabilidad. La autonomía  
fue suficiente para planificar, ajustar metodologías y responder por el trabajo cotidiano, pero más acotada en decisiones  
curriculares y organizacionales de mayor escala. La homogeneidad sugirió arreglos institucionales compartidos que  
uniformizan su alcance. La autonomía escolar identificada se situó en niveles medios y estables, compatibles con  
funcionamiento sostenido pero con margen de mejora para impulsar motivación autodeterminada.  
Palabras clave: Autonomía personal; Motivación; Profesores; Escuelas Secundarias  
1. Introdution  
Teacher motivation is a cornerstone of educational quality, professional continuity, and teacher well-  
being in secondary education. Evidence has shown that favorable motivational profiles are associated with  
better classroom processes and more consistent student outcomes, while low levels of motivation coexist with  
stress, burnout, and a greater intention to leave the profession [7;11;18;21]. In this context, understanding the  
factors that fuel teacher motivation ceases to be a descriptive exercise and becomes a strategic necessity for  
school systems.  
One of the most influential contemporary explanations of motivation is Self-Determination Theory,  
which postulates three basic psychological needs: autonomy, competence, and relatedness. Their satisfaction  
promotes more self-determined and intrinsic regulations [4;17]. In the case of teachers, autonomy is not  
reduced to abstract freedom, but refers to the effective margin of decision to plan, teach, evaluate, and  
participate in organizational agreements that provide pedagogical direction to the school. When perceived  
autonomy is recognized and sustained in daily practice, motivation tends to consolidate at levels of higher  
motivational quality, with positive effects on professional involvement and commitment [17;19].  
Empirical literature has documented consistent relationships between greater perceived autonomy,  
teacher self-efficacy, and job satisfaction, as well as lower levels of stress [  
support from school leaders has been linked to higher levels of autonomous motivation and lower burnout,  
highlighting the role of pedagogical governance in teachers’ motivational architecture [ ]. At the micro level,  
3;18]. Furthermore, autonomy  
autonomy-supportive teaching practices have shown sustained motivational benefits, suggesting a virtuous  
cycle between supportive climates, realistic room for decision-making, and the quality of motivation [15].  
From the Demand-Resources model, autonomy functions as an essential labor resource that cushions  
the impact of demands and fosters the vigor and dedication inherent in teacher engagement [1]. However,  
different school systems report asymmetries: there is usually more autonomy in the classroom than in larger  
curricular or organizational decisions, which stabilizes daily functioning without necessarily propelling  
professional agency toward shared institutional goals [3;18]. This pattern underscores the importance of  
accurately identifying how perceived autonomy is configured in secondary school teaching.  
For the identification to be valid and useful, a clear operationalization of school autonomy as a dimension  
of teacher motivation is essential, as well as the use of instruments with evidence of validity and reliability.  
Recent research on scale development recommends explicit construction processes, expert review, and  
structural verification, including confirmatory factor analysis with ordinal data and rigorous fit criteria [  
2;6;9].  
In this sense, reliably measuring perceived autonomy allows not only to classify levels, but also to guide  
improvement decisions in leadership, work organization, and professional development.  
In response to these gaps, this study aimed to identify school autonomy for secondary school teachers’  
teaching motivation, explicitly treating it as a dimension of the motivational construct. Based on the  
perspectives of Self-Determination Theory and the Labor Demand-Resources model, it is assumed that  
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perceived autonomy constitutes a key psychological and organizational resource for sustaining higher-quality  
motivations, with direct implications for teacher well-being and performance [ 17]. Precisely identifying  
;
its level and variability provides input for the design of policies and practices that expand the scope of  
professional decision-making in the classroom and in school governance.  
2. Contributions  
The main contributions of this study are presented below:  
ii.  
ii.  
A theoretical contribution is the explicit operationalization of school autonomy as a specific dimension  
of teacher motivation, linking the construct to the frameworks of Self-Determination Theory and the  
Job Demands–Resources model. This helps clarify that perceived autonomy should be understood not  
only as an organizational condition, but also as a psychological and professional resource associated  
with teacher well-being and motivational quality.  
A methodological contribution is the development and validation of a context-sensitive instrument for  
identifying school autonomy in secondary education teachers. The instrument was constructed through  
a structured process that included expert judgment, content validity procedures, confirmatory factor  
analysis for ordinal data, and reliability estimation using omega and alpha coefficients. This provides  
a robust tool for future research aimed at assessing teacher motivation with greater conceptual and  
psychometric precision.  
ii.  
An empirical contribution is the evidence showing that school autonomy is expressed at medium and  
stable levels, with low variability across respondents. The findings indicate that teachers perceive  
sufficient autonomy for planning, adjusting methodologies, and assuming responsibility for daily  
work, while participation in broader curricular and organizational decisions remains more limited.  
This identifies a pattern of operational autonomy that supports everyday teaching practice but also  
reveals opportunities for improvement in school governance and teacher participation in institutional  
decision-making.  
3. Methodology  
The study adopted a quantitative approach, descriptive in scope, with a non-experimental design and a  
cross-sectional approach, specifically aimed at identifying the level of school autonomy as a dimension of  
teacher motivation in secondary education teachers, in line with the Self-Determination Theory framework  
on autonomy, competence, and relatedness needs [4;17]. This decision prioritized the point estimation and  
interpretive classification of school autonomy within the teacher motivation construct.  
The empirical context consisted of secondary education institutions selected for accessibility and  
organizational variability. The population consisted of active teachers with at least one year of institutional  
tenure; the sampling was non-probabilistic and purposive, with proportional allocation by institution,  
ensuring heterogeneity by area, type of affiliation, and seniority. The relevance of addressing perceived  
autonomy as a key feature of teacher occupational well-being was supported by evidence linking it to  
self-efficacy and job satisfaction [18] and to school climates that reduce stress and promote effectiveness [3].  
The variable analyzed was teacher motivation, operationalized in dimensions, with an emphasis on  
school autonomy, understood as the teacher’s effective scope of decision-making regarding curriculum,  
assessment, classroom organization, and daily professional practice. The items were written and contextual-  
ized based on validated references of teacher autonomy and autonomy-supported teaching practices [15],  
following scale development and construct-item traceability guidelines [2;9;20].  
Measurement was conducted using a self-administered digital questionnaire with a five-point Likert  
scale. Content validity was established through expert judgment using an item-dimension correspondence  
matrix and calculation of the content validity index, following classic criteria and current recommendations  
[
12;14]. Construct validity was verified using confirmatory factor analysis for ordinal data, using polychoric  
correlations and an appropriate estimator; substantial loadings and adequate overall fit were required in  
accordance with the methodological literature [6;10;16].  
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The internal reliability of the autonomy subscale was estimated using Cronbach’s omega and alpha,  
reporting confidence intervals, in line with the recent consensus favoring the use of omega over alpha for  
scales with ordinal items and potential tau-equivalence violations [8;13]. The procedure included institu-  
tional authorization, a formal call, informed consent, asynchronous administration without the presence of  
managers, data storage in an encrypted repository, and an incident log.  
The analytical plan focused, see Table 1, on calculating the score for the "school autonomy" dimension  
and classifying it according to predefined scales to identify levels of perceived autonomy. Additionally,  
subgroup contrasts (type of affiliation, seniority, and school size) were described to contextualize the identifi-  
cation achieved, without introducing causal inferences beyond the study’s objective [2].  
Table 1. Interpretive scale for the School Autonomy dimension  
Average range  
Interpretation  
1.00–1.80  
1.81–2.60  
2.61–3.40  
3.41–4.20  
4.21–5.00  
Very low perceived autonomy  
Low perceived autonomy  
Average autonomy  
High perceived autonomy  
Very high perceived autonomy  
Source: The authors.  
4. Results and Discussion  
First, and before the statistics, the percentage behavior of the group is described. Table 2 shows that in  
decision-making, 53.0% are recorded as Sometimes, 44.7% as Almost Always, and 2.3% as Always; in labor  
freedom, 52.3%, 45.0%, and 2.7%, respectively; and in responsibility, 52.7%, 45.3%, and 2.0%. No responses  
are observed in Never or Almost Never. The pattern, practically identical across all three indicators, suggests  
a present but contained autonomy: it frequently appears in daily practice, although without consolidating at  
clearly high levels.  
Table 2. Descriptive statistics of school autonomy  
DECISION MAKING LABOR FREEDOM  
RESPONSIBILITY  
Alternatives  
fa  
%
fa  
%
fa  
%
(1) Never (N)  
(2) Almost Never (CN)  
(3) Sometimes (AV)  
(4) Almost Always (CS) 134  
(5) Always (S)  
Total  
0
0
159  
0.0  
0.0  
53.0  
44.7  
2.3  
0
0
157  
135  
8
0.0  
0.0  
52.3  
45.0  
2.7  
0
0
158  
136  
6
0.0  
0.0  
52.7  
45.3  
2.0  
7
300  
100  
300  
100  
300  
100  
x¯ of the indicator  
Indicator category  
σ of the indicator  
Dispersion  
3.493  
AVERAGE  
0.546  
3.503  
AVERAGE  
0.552  
3.493  
AVERAGE  
0.539  
Very low dispersion  
15.62%  
Very low dispersion  
15.75%  
Very low dispersion  
15.44%  
CV of the indicator  
x¯ of the dimension  
Dimension category  
σ of the dimension  
Dispersion  
3.50  
AVERAGE  
0.156  
Very low dispersion  
4.46%  
CV of the dimension  
Source: The authors.  
   
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The emphasis on Sometimes and Almost Always indicates that teachers have scope to organize their  
work and assume responsibilities, but they participate less in larger-scale decisions (curricular or organiza-  
tional), which are the ones that typically push responses toward Always. This moderate ceiling is relevant  
because, while it supports ordinary pedagogical functioning, it can limit teacher agency in institutional  
improvement processes.  
The central pattern is located in the middle of the scale, with very low variability between individuals.  
We observed M = 3.503;  
σ
= 0.552; CV = 15.75% for work freedom; M = 3.493;  
σ
= 0.539; CV = 15.44% for  
responsibility; and M = 3.493;  
σ
= 0.546; CV = 15.62% for decision-making. The proximity of the means  
and the stability of the CVs (15%) reveal consensus: there is functional autonomy for daily tasks; the  
decision-making space exists, but is limited and homogeneously perceived.  
The empirical pattern reveals an "operational" school autonomy: teachers most frequently reported  
intermediate levels of decision-making, professional freedom, and responsibility, with very low variability  
between individuals. This convergence suggests sufficient decision-making margins for planning, adjusting  
methodologies, and responding to daily results, but less influence on larger-scale curricular or organizational  
decisions, which tends to stabilize motivation without reducing it to optimal levels. According to Self-  
Determination Theory, the satisfaction of the need for autonomy drives more self-determined and intrinsic  
regulations; when perceived autonomy is moderate, performance can be maintained, but motivational energy  
and sense of purpose rarely reach their ceiling [17].  
In the teaching literature, perceived autonomy is consistently associated with greater self-efficacy and  
job satisfaction, and lower stress, such that average profiles such as those observed tend to correspond  
to reasonable, though not exceptional, well-being [3;18;21]. The finding of low dispersion reinforces the  
hypothesis that there are shared institutional norms and routines that standardize the scope of autonomy;  
under this type of climate, improvement depends less on individual variations and more on organizational  
arrangements that open up collegial decision-making spaces.  
From the Demand-Resources model, autonomy functions as a key resource that cushions burnout and  
fosters engagement; intermediate levels partially protect against burnout but hardly trigger the vigor and  
sustained dedication that characterize teacher engagement [1;18]. In this framework, "classroom autonomy"  
can sustain daily operations, while limited participation in school decisions restricts professional agency and  
identification with institutional goals, a pattern consistent with evidence that support for autonomy by the  
organization and leadership predicts better trajectories of well-being [3].  
In practical terms, the data support strategies that transcend technical autonomy and integrate mecha-  
nisms of co-responsibility: collaborative planning with verifiable outputs, teacher participation in assessment  
criteria and curricular adjustments, and pedagogical leadership that models autonomy-supporting practices  
in teaching work [15]. Such interventions not only satisfy the need for autonomy but also activate com-  
plementary motivational and psychosocial resources competence and relatedness, that enhance the effect  
[17;19].  
Finally, it is pertinent to emphasize that the cross-sectional design and the use of self-report limit causal  
inferences; however, the convergence between the observed pattern of "medium and stable autonomy" and  
the literature suggests a concrete opportunity: moving autonomy from the functional to the strategic through  
organizational arrangements that make teacher participation a cornerstone of school governance.  
5. Conclusions  
It is concluded that school autonomy, understood as the effective scope for curricular, pedagogical, eval-  
uative, and managerial decision-making, is consistently associated with higher levels of teacher motivation  
in secondary education. Evidence suggests that classroom-oriented autonomy enhances self-efficacy, a sense  
of purpose, and affective commitment, while institutional autonomy contributes to removing bureaucratic  
barriers and enabling sustainable collaborative practices. These effects are strengthened when distributed  
pedagogical leadership, a supportive organizational climate, and professional development mechanisms  
co-designed with teachers are present. Overall, autonomy does not operate as an end in itself, but rather  
as a framework that allows teachers to exercise informed professional judgment and adapt teaching to the  
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real needs of students. However, tensions derived from administrative burdens, punitive accountability,  
and insufficient resources are identified, which erode the motivational potential of autonomy and introduce  
asymmetries between schools. Among the practical implications are prioritizing clear decision-making  
margins in curriculum and assessment, simplifying procedures, ensuring protected time for collaborative  
planning, and aligning incentives with pedagogical improvement. Limitations include the non-experimental  
design and self-reporting that may limit causal inference and generalization. Future work should incorporate  
longitudinal follow-ups, quasi-experimental approaches, multilevel analysis, and independent performance  
metrics, as well as comparisons between urban and rural contexts. In short, school autonomy is an enabling,  
though not sufficient, condition for high and sustainable teacher motivation, with equity, coherence, and  
solid institutional support.  
Author Contributions: Diego Maldonado: Conceptualization, Research design, Instrument development, Data  
collection, Statistical analysis, Writing – original draft preparation. Carlos Alberto Severiche Sierra: Bibliographic review,  
Interpretation of results, Methodological supervision, Writing – review & editing.  
All authors have read and agreed to the published version of the manuscript. Refer to the taxonomía CRediT for term  
explanations. Authorship should be limited to those who have contributed substantially to the work reported.  
Funding: This research received no external funding.  
Institutional Review Board Statement: Not applicable, since the present study does not involvehuman personnel or  
animals.  
Informed Consent Statement: This study is limited to the use of technological resources, so nohuman personnel or  
animals are involved.  
Acknowledgments: The authors express their gratitude to the participating teachers that contributed to the development  
of this research. Their collaboration made it possible to collect the information necessary for the analysis and validation  
of the instrument.  
Conflicts of Interest: The authors declare no conflicts of interest.  
References  
1. Bakker, A. B. and Demerouti, E. (2017). Job demands–resources theory: Taking stock and looking forward. Journal of  
Occupational Health Psychology, 22(3):273–285.  
2. Boateng, G. O., Neilands, T. B., Frongillo, E. A., Melgar-Quiñonez, H. R., and Young, S. L. (2018). Best practices for  
developing and validating scales for health, social, and behavioral research: A primer. Frontiers in Public Health, 6:149.  
3. Collie, R. J., Shapka, J. D., and Perry, N. E. (2012). School climate and social–emotional learning: Predicting teacher  
stress, job satisfaction, and teaching efficacy. Journal of Educational Psychology, 104(4):1189–1204.  
4. Deci, E. L. and Ryan, R. M. (2000). The “what” and “why” of goal pursuits: Human needs and the self-determination  
of behavior. Psychological Inquiry, 11(4):227–268.  
5. Eyal, O. and Roth, G. (2011). Principals’ leadership and teachers’ motivation: A self-determination theory analysis.  
Journal of Educational Administration, 49(3):256–275.  
6. Flora, D. B. and Curran, P. J. (2004). An empirical evaluation of alternative methods of estimation for confirmatory  
factor analysis with ordinal data. Psychological Methods, 9(4):466–491.  
7. Haw, J. Y. (2022). The Roles of Need-Supportive Social Contexts and Autonomous Motivation in Teaching and Learning: A  
Self-Determination Perspective. Doctoral thesis / doctor of education (ed.d.), The Education University of Hong Kong.  
8. Hayes, A. F. and Coutts, J. J. (2020). Use omega rather than alpha for estimating reliability. Psychological Methods,  
25(3):361–388.  
9. Hinkin, T. R. (1998). A brief tutorial on the development of measures for use in survey questionnaires. Organizational  
Research Methods, 1(1):104–121.  
10. Hu, L. and Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria  
versus new alternatives. Structural Equation Modeling, 6(1):1–55.  
11. Ibrayeva, L. (2022). “Creativity Is Autonomy”: The Complex Interaction of Kazakhstani Secondary School Teachers’ Beliefs  
and Practices Through Micro, Exo, and Macro Contextual Factors. Doctoral thesis / doctor of education (ed.d.), Nazarbayev  
University Graduate School of Education.  
12. Lynn, M. R. (1986). Determination and quantification of content validity. Nursing Research, 35(6):382–385.  
                       
OnBoard Knowledge Journal 2026, 2, 1  
7 of 8  
13. McNeish, D. (2018). Thanks coefficient alpha, we’ll take it from here. British Journal of Mathematical and Statistical  
Psychology, 71(2):231–251.  
14. Polit, D. F. and Beck, C. T. (2006). The content validity index: Are you sure you know what’s being reported? critique  
and recommendations. Research in Nursing & Health, 29(5):489–497.  
15. Reeve, J. (2006). Teachers as facilitators: What autonomy-supportive teachers do and why their students benefit. The  
Elementary School Journal, 106(3):225–236.  
16. Rhemtulla, M., Brosseau-Liard, P. É., and Savalei, V. (2012). When can likert-type scales be treated as interval scales?  
a comparison of robust continuous and categorical approaches. Psychological Methods, 17(3):350–366.  
17. Ryan, R. M. and Deci, E. L. (2020). Intrinsic and extrinsic motivation from a self-determination theory perspective:  
Definitions, theory, practices, and future directions. Contemporary Educational Psychology, 61:101860.  
18. Skaalvik, E. M. and Skaalvik, S. (2014). Teacher self-efficacy and perceived autonomy: Relations with teacher job  
satisfaction. Teaching and Teacher Education, 44:26–34.  
19. Van den Broeck, A., Ferris, D. L., Chang, C., and Rosen, C. C. (2016). A review of self-determination theory’s basic  
psychological needs at work. Journal of Vocational Behavior, 99:1–15.  
20. Worthington, R. L. and Whittaker, T. A. (2006). Scale development research: A content analysis and recommendations  
for best practices. The Counseling Psychologist, 34(6):806–838.  
21. Zee, M. and Koomen, H. M. Y. (2016). Teacher self-efficacy and its effects on classroom processes, student academic  
adjustment, and teacher well-being: A synthesis of 40 years of research. Educational Research Review, 17:98–128.  
Authors’ Biography  
Diego Orlando Maldonado Marín Is an educator, researcher, and doctoral candidate in Educa-  
tional Sciences with an emphasis on research, evaluation, and educational project formulation  
at the Universidad Metropolitana de Educación, Ciencia y Tecnología (UMECIT), Panama. He  
holds a Master’s degree in Educational Innovation from the Pontificia Universidad Católica  
del Ecuador and a Bachelor’s degree in Education with a specialization in Plurilingual Educa-  
tion from the Universidad Central del Ecuador. His research focuses on teacher motivation,  
burnout syndrome, teacher well-being, and organizational factors influencing educational  
quality in secondary education. His work integrates perspectives from educational psychology,  
organizational studies, and educational management to analyze the impact of professional  
exhaustion on teaching performance and institutional dynamics. He has experience in cur-  
riculum development, educational innovation, and the design and psychometric validation of  
research instruments applied to educational contexts. His scientific work contributes to the  
understanding of teacher burnout and motivational processes in Latin American educational  
systems, promoting evidence-based strategies that support teacher well-being and sustainable  
educational improvement.  
Carlos Alberto Severiche Sierra Holds a Postdoctoral degree in Hermeneutics and Scientific  
Interpretation and a PhD in Sciences (Management). He also holds a Master’s degree in  
Sustainable Development and Environment, as well as postgraduate specializations in Sanitary  
and Environmental Engineering and Occupational Health and Safety, and a degree in Chemistry.  
He is classified as a Senior Researcher by MinCiencias (Colombia) and has accumulated  
approximately 2,500 citations in Google Scholar. He serves as a peer reviewer of research  
projects for the Colombian Observatory of Science and Technology (OCYT) and the Colombian  
Association for the Advancement of Science (ACAC), and is the Editor-in-Chief of the scientific  
journal Caribbean Journal of Management Systems. He has more than 14 years of experience in  
the productive sector and in undergraduate and postgraduate teaching, both in face-to-face and  
distance education modalities. He also serves as an academic peer reviewer for the verification  
of quality conditions for academic program accreditation for the Ministry of Education. He is  
certified as a Six Sigma Green Belt by the Six Sigma Institute and the University of Celaya.  
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content.