Psychometric Analysis of the WoEm-M Scale to Evaluate Women Empowerment in the Ecuadorian University Environment
Abstract
:1. Introduction
2. Materials and Methods
2.1. Participants
2.2. Instrument
2.3. Procedure
2.4. Data Analysis
3. Results
3.1. Validation Process of Content and Construct Comprehension
3.2. Construct Validation
3.2.1. Exploratory Factor Analysis
3.2.2. Confirmatory Analysis
3.2.3. External Validity of the Instrument
3.2.4. General Aspects of the Validation of the Model
4. Discussion
Limitations of the Study and Further Research
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Zimmerman, M.A. Empowerment Theory. In Handbook of Community Psychology; Springer: Berlin/Heidelberg, Germany, 2000; Volume 1984, pp. 43–63. [Google Scholar]
- Organización de las Naciones Unidas. Declaración y Plataforma de Acción de Beijing. In La Cuarta Conferencia Mundial Sobre la Mujer; Organización de las Naciones Unidas: New York, NY, USA, 1995. [Google Scholar]
- Organización de las Naciones Unidas. Transforming Our World: The 2030 Agenda for Sustainable Development. In Transforming Our World: The 2030 Agenda for Sustainable Development; Organización de las Naciones Unidas: New York, NY, USA, 2015. [Google Scholar] [CrossRef]
- Kabeer, N. Resources, Agency, Achievements: Reflections on the Measurement of Women’s Empowerment. Dev. Chang. 1999, 30, 435–464. [Google Scholar] [CrossRef]
- Organización de las Naciones Unidas. Informe de los Objetivos de Desarrollo Sostenible 2019. In Informe de los Objetivos de Desarrollo Sostenible 2019; Organización de las Naciones Unidas: New York, NY, USA, 2019; Available online: https://unstats.un.org/sdgs/files/report/2018/TheSustainableDevelopmentGoalsReport2018-ES.pdf (accessed on 1 October 2023).
- Weldon, S.L. Power, exclusion and empowerment: Feminist innovation in political science. Women’s Stud. Int. Forum 2019, 72, 127–136. [Google Scholar] [CrossRef]
- Wieringa, S. Women’s Interests and Empowerment: Gender Planning Reconsidered. Dev. Chang. 1994, 25, 829–848. [Google Scholar] [CrossRef]
- Kabeer, N. ‘Can Buy Me Love’? Re-Evaluating the Empowerment Potential of Loans to Women in Rural Bangladesh. Institute of Development Studies. 1997. IDS Discusion Paper 363, 1–89. Available online: http://www.ids.ac.uk/idspublication/money-can-t-buy-me-love-re-evaluating-gender-credit-and-empowerment-in-rural-bangladesh (accessed on 1 October 2023).
- Malhotra, A.; Schuler, S.R. Women’s empowerment as a variable in International Development. Meas. Empower. Cross-Discip. Perspect. 2005, 1, 71–88. Available online: http://books.google.com/books?hl=en&lr=&id=BzXyApyTGOYC&pgis=1 (accessed on 1 October 2023).
- Eyben, R.; Kabeer, N.; Cornwall, A. Conceptualising Empowerment and the Implications for Pro Poor Growth; DAC Poverty Network by the Institute of Development Studies: Brighton, UK, 2008. [Google Scholar]
- Kabeer, N. Gender equality and women’s empowerment: A critical analysis of the third millennium development goal 1. Gend. Dev. 2005, 13, 13–24. [Google Scholar] [CrossRef]
- Aguayo, E.; Lamelas, N. Midiendo el empoderamiento femenino en América Latina. Reg. Sect. Econ. Stud. 2012, 12, 153–158. [Google Scholar] [CrossRef]
- Marinho, P.A.S.; Gonçalves, H.S. Práticas de empoderamento feminino na América Latina. Rev. De Estud. Soc. 2016, 56, 80–90. [Google Scholar] [CrossRef]
- Dyson, T.; Moore, M. On Kinship Structure, Female Autonomy, and Demographic Behavior in India. Popul. Dev. Rev. 1983, 9, 35–60. [Google Scholar] [CrossRef]
- Jejeebhoy, S.J.; Sathar, Z.A. Women’s autonomy in India and Pakistan: The influence of religion and region. Popul. Dev. Rev. 2001, 27, 687–712. [Google Scholar] [CrossRef]
- Peterman, A.; Pereira, A.; Bleck, J.; Palermo, T.M.; Yount, K.M. Women’s individual asset ownership and experience of intimate partner violence: Evidence from 28 international surveys. Am. J. Public Health 2017, 107, 747–755. [Google Scholar] [CrossRef]
- Robinson, A.L.; Gottlieb, J. How to Close the Gender Gap in Political Participation: Lessons from Matrilineal Societies in Africa. Br. J. Political Sci. 2021, 51, 68–92. [Google Scholar] [CrossRef]
- Giuri, P.; Grimaldi, R.; Kochenkova, A.; Munari, F.; Toschi, L. The effects of university-level policies on women’s participation in academic patenting in Italy. J. Technol. Transf. 2020, 45, 122–150. [Google Scholar] [CrossRef]
- Kabeer, N. Discussing Women’s Empowerment: Theory and Practice. SIDA Studies: Stockholm, Sweden, 2001; p. 136. Available online: www.sida.se (accessed on 1 October 2023).
- Vissandjee, B.; Apale, A.; Wieringa, S.; Abdool, S.; Dupéré, S. Empowerment beyond numbers: Substantiating women’s political participation. J. Int. Women’s Stud. 2005, 7, 123–139. Available online: http://www.scopus.com/inward/record.url?eid=2-s2.0-29144471320&partnerID=tZOtx3y1 (accessed on 1 October 2023).
- Jung, D.; Sosik, J.J. Transformational leadership in work groups: The role of empowerment, cohesiveness, and collective-efficacy on perceived group performance. Small Group Res. 2002, 33, 313–336. [Google Scholar] [CrossRef]
- Bin Bakr, M.; Alfayez, A. Transformational leadership and the psychological empowerment of female leaders in Saudi higher education: An empirical study. High. Educ. Res. Dev. 2022, 41, 1805–1820. [Google Scholar] [CrossRef]
- Diehl, A.B.; Dzubinski, L.M. Making the invisible visible: A Cross-Sector Anlysis of Gender-Based Leadership Barriers. Hum. Resour. Dev. Q. 2016, 27, 181–206. [Google Scholar] [CrossRef]
- Ambri, S.; Tahir, L.M.; Alias, R.A. An Overview of Glass Ceiling, Tiara, Imposter, and Queen Bee Barrier Syndromes on Women in the Upper Echelons. Asian Soc. Sci. 2018, 15, 8. [Google Scholar] [CrossRef]
- Mavin, S. Queen bees, wannabees and afraid to bees: No more “best enemies” for women in management? Br. J. Manag. 2008, 19 (Suppl. S1), S75–S84. [Google Scholar] [CrossRef]
- Dudău, D.P. The Relation between Perfectionism and Impostor Phenomenon. Procedia-Soc. Behav. Sci. 2014, 127, 129–133. [Google Scholar] [CrossRef]
- Albert, C.; Escardíbul, J.-O. Education and the empowerment of women in household decision-making in Spain. Int. J. Consum. Stud. 2017, 41, 158–166. [Google Scholar] [CrossRef]
- Kabeer, N. Women’s economic empowerment and inclusive growth: Labour markets and enterprise development. Int. Dev. Res. Cent. 2012, 44, 1–70. [Google Scholar]
- Borghei, N.S.; Taghipour, A.; Latifnejad Roudsari, R.; Keramat, A. Development and validation of a new tool to measure Iranian pregnant women’s empowerment. East. Mediterr. Health J. 2015, 21, 897–905. [Google Scholar] [CrossRef] [PubMed]
- Sinharoy, S.S.; Conrad, A.; Patrick, M.; McManus, S.; Caruso, B.A. Protocol for development and validation of instruments to measure women’s empowerment in urban sanitation across countries in South Asia and Sub-Saharan Africa: The Agency, Resources and Institutional Structures for Sanitation-related Empowerment (ARISE). BMJ Open 2022, 12, 1–9. [Google Scholar] [CrossRef] [PubMed]
- Al-Qahtani, A.M.; Elgzar, W.T.; Ibrahim, H.A.; El Sayed, H.A. Empowering Saudi women in higher educational institutions: Development and validation of a novel women empowerment scale. Afr. J. Reprod. Health 2021, 25, 13–25. [Google Scholar]
- Diehl, A.B.; Stephenson, A.L.; Dzubinski, L.M.; Wang, D.C. Measuring the invisible: Development and multi-industry validation of the Gender Bias Scale for Women Leaders. Hum. Resour. Dev. Q. 2020, 31, 249–280. [Google Scholar] [CrossRef]
- Shuja, K.H.; Aqeel, M.; Khan, K.R. Psychometric development and validation of attitude rating scale towards women empowerment: Across male and female university population in Pakistan. Int. J. Hum. Rights Healthc. 2020, 13, 405–420. [Google Scholar] [CrossRef]
- Padilla Gámez, N.; Pérez Bautista, Y.Y.; Cruz del Castillo, C. Propiedades psicométricas de la versión corta de la escala de Empoderamiento y Agencia Personal en estudiantes universitarios. J. Behav. Health Soc. Issues 2020, 12, 59. [Google Scholar] [CrossRef]
- Yount, K.M.; James-Hawkins, L.; Abdul Rahim, H.F. The Reproductive Agency Scale (RAS-17): Development and validation in a cross-sectional study of pregnant Qatari and non-Qatari Arab Women. BMC Pregnancy Childbirth 2020, 20, 503. [Google Scholar] [CrossRef]
- Castillo Quintero, H.P.; Henríquez Coronel, M.A.; Tubay Zambrano, F. Validation of an Instrument to evaluate Attitudes towards Gender Equality in University Students. Rev. San Gregor. 2020, 38, 100–118. [Google Scholar]
- Padilla, N.; Cruz, C. Validación de una escala de empoderamiento y agencia personal en mujeres mexicanas. Rev. Digit. Int. De Psicol. Y Cienc. Soc. 2018, 4, 28–45. [Google Scholar] [CrossRef]
- Batool, S.A.; Batool, S.S.; Fayyaz, W. Construction and validation of global psychological empowerment scale for women. Pak. J. Soc. Clin. Psychol. 2017, 15, 3–10. [Google Scholar]
- Gram, L.; Morrison, J.; Sharma, N.; Shrestha, B.; Manandhar, D.; Costello, A.; Saville, N.; Skordis-Worrall, J. Validating an Agency-based Tool for Measuring Women’s Empowerment in a Complex Public Health Trial in Rural Nepal. J. Hum. Dev. Capab. 2017, 18, 107–135. [Google Scholar] [CrossRef] [PubMed]
- Hernández, J.; Falconi, R. Instrumento Para Medir el Empoderamiento de la Mujer. 2008. Available online: http://cedoc.inmujeres.gob.mx/documentos_download/101158.pdf (accessed on 1 October 2023).
- Sen, A. The Dewey Lectures 1984. J. Philos. 1985, 82, 169–221. [Google Scholar]
- Donald, A.; Koolwal, G.; Annan, J.; Falb, K.; Goldstein, M. Measuring Women’s Agency. Fem. Econ. 2020, 26, 200–226. [Google Scholar] [CrossRef]
- Pick, S.; Sirkin, J.; Ortega, I.; Osorio, P.; Martínez, R.; Xocolotzin, U.; Givaudan, M. Escala para medir agenda personal y empoderamiento (ESAGE). Rev. Interam. Psicol. 2007, 41, 295–304. Available online: http://search.proquest.com/docview/622125339?accountid=10422 (accessed on 1 October 2023).
- Anderson, R.A.; Worthington, L.; Anderson, W.T.; Jennings, G. The Development of an Autonomy Scale. Contemp. Fam. Ther. 1994, 16, 329–345. [Google Scholar] [CrossRef]
- Kim, A.; Choi, S. Un estudio sobre el desarrollo de una escala de empoderamiento para mujeres inmigrantes casadas. Estud. Mujeres Coreanas 2013, 29, 189–229. [Google Scholar]
- Canaval, G.E. Propiedades psicométricas de una escala para medir percepción del empoderamiento comunitario en mujeres. Colomb. Medica 1999, 30, 69–73. [Google Scholar]
- Quijano-Ruiz, A.; Faytong-Haro, M. Maternal sexual empowerment and sexual and reproductive outcomes among female adolescents: Evidence from a cross-sectional study in Ecuador. SSM-Popul. Health 2021, 14, 100782. [Google Scholar] [CrossRef]
- Serrano, B.F.; Cabrera, L.Y.; Maqueda, R.H.; Ballesteros, I.; del Moral, F. Case study on empowerment with women in Ecuador: Elements for a socio-educational intervention. Rev. Int. Educ. Para Justicia Soc. 2020, 9, 151–172. [Google Scholar] [CrossRef]
- Figueroa Romero, D. Mujeres Indígenas del Ecuador: La larga marcha por el empoderamiento y la formación de liderazgos. Can. J. Lat. Am. Caribb. Stud. 2018, 43, 253–276. [Google Scholar] [CrossRef]
- Hayes, A.F.; Coutts, J.J. Use Omega Rather than Cronbach’s Alpha for Estimating Reliability. But…. Commun. Methods Meas. 2020, 14, 1–24. [Google Scholar] [CrossRef]
- Ventura-León, J.L.; Caycho-Rodríguez, T. El coeficiente Omega: Un método alternativo para la estimación de la confiabilidad. Rev. Latinoam. Cienc. Soc. Niñez Juv. 2017, 15, 625–627. [Google Scholar]
- Doval, E.; Viladrich, C.; Angulo-Brunet, A. Coefficient Alpha: The Resistance of a Classic. Psicothema 2023, 35, 5–20. [Google Scholar] [CrossRef]
- Morales, P. El Análisis Factorial en la Construcción e Interpretación de Tests, Escalas y Cuestionarios; Universidad Pontificia Comillas: Madrid, Spain, 2011. [Google Scholar]
- George, D.; Mallery, P. IBM SPSS Statistics 25 Step by Step; Routledge: New York, NY, USA, 2018. [Google Scholar] [CrossRef]
- Thakkar, J.J. Structural Equation Modelling. Application for Research and Practice; Springer: Berlin/Heidelberg, Germany, 2020. [Google Scholar]
- Gavín-Chocano, Ó.; Molero, D.; Ubago-Jiménez, J.L.; García-Martínez, I. Emotions as predictors of life satisfaction among university students. Int. J. Environ. Res. Public Health 2020, 17, 9462. [Google Scholar] [CrossRef]
- Hancock, G.R.; French, B.F. Power Analysis in Structural Equation Modeling. In Structural Equation Modeling: A Second Course, 2nd ed.; Hancock, G.R., Mueller, R.O., Eds.; IAP: Charlotte, NC, USA, 2013; pp. 117–159. [Google Scholar]
- Constitution Política del Ecuador. 2008. Available online: https://www.defensa.gob.ec/wp-content/uploads/downloads/2021/02/Constitucion-de-la-Republica-del-Ecuador_act_ene-2021.pdf (accessed on 1 October 2023).
- Carrión-Yaguana, V.; Carrington, S.J.; Velástegui Moya, G. Female Candidate Performance and Gender Quotas: The case of Ecuador. J. Women Politics Policy 2023, 44, 152–167. [Google Scholar] [CrossRef]
- Loor, J.S.; Rodríguez, M.O. Representatividad de las mujeres en los organismos de cogobierno de las instituciones de Educación Superior de Ecuador. El caso de la Universidad Laica Eloy Alfaro de Manabí. Int. J. 21st Century Educ. 2018, 5, 52–62. [Google Scholar] [CrossRef]
- Segovia-Pérez, M.; Laguna-Sánchez, P.; de la Fuente-Cabrero, C. Education for Sustainable Leadership: Fostering Women’s Empowerment at the University Level Mónica. Sustainability 2019, 11, 5555. [Google Scholar] [CrossRef]
- Al Hakim, G.; Bastian, B.L.; Ng, P.Y.; Wood, B.P. Women’s Empowerment as an Outcome of NGO Projects: Is the Current Approach Sustainable? Adm. Sci. 2022, 12, 62. [Google Scholar] [CrossRef]
- Tiwari, P.; Malati, N. Role of Training in Women Empowerment: An Empirical Analysis. J. Tech. Educ. Train. 2023, 15, 234–245. [Google Scholar] [CrossRef]
- Samari, G. Women’s empowerment in Egypt: The reliability of a complex construct. Sex. Reprod. Health Matters 2019, 27, 146–159. [Google Scholar] [CrossRef] [PubMed]
- Lagarde, M. La Política Feminista de la sororidad. Mujeres En Red. El Peródico Feminsta 2009, pp. 1–5. Available online: http://www.mujeresenred.net/spip.php?article1771 (accessed on 1 October 2023).
- Nogueira, I.; Spagnol, G.; Rocha, F.; Lopes, M.H.; Marques, D.; Santos, D. Gender and Empowerment by Nursing Students: Representations, Discourses and Perspectives. Int. J. Environ. Res. Public Health 2023, 20, 535. [Google Scholar] [CrossRef] [PubMed]
- De Beauvoir, S. Memorias de una Joven Formal; Debolsillo: Barcelona, Spain, 1967; p. 187. [Google Scholar]
- Lagarde, M.; Vigil, M. Claves Feministas Para la Negociación en el Amor; Siglo XXI Editores México: Mexico City, Mexico, 2001. [Google Scholar]
Nº | Name of the Instrument | Authors | Year | Country | Sample | Study Dimensions | Internal Consistency |
---|---|---|---|---|---|---|---|
1 | Protocol for development and validation of instruments to measure women’s empowerment in urban sanitation across countries in South Asia and Sub-Saharan Africa: The Agency, Resources and Institutional Structures for Sanitation-related Empowerment (ARISE) | Sinharoy et al. [30] | 2022 | India and Uganda | 1000 women | Agency, leadership, freedom of movement, bodily integrity, safety and security, critical consciousness; Time, knowledge, and skills; Norms | Omega coefficient 0.70 |
2 | Empowering Saudi women in higher educational institutions: Development and validation of a novel women empowerment scale | Al-Qahtani et al. [31] | 2021 | Saudi Arabia | 160 female employees (teachers and administrative staff) in higher education institutions | Social/relational empowerment environmental/workplace, empowerment, self-esteem and self-efficacy, self-esteem and freedom of mobility, self-efficacy and freedom of mobility, self-efficacy and access to services, economic empowerment and access to resources, gender-based violence and access to resources | Cronbach’s Alpha 0.94 |
3 | Measuring the invisible: Development and multi-industry validation of the Gender Bias Scale for Women Leaders | Diehl et al. [32] | 2020 | United States | 1079 university women | Male privilege, disproportionate constraints, insufficient support, devaluation, hostility, acquiescence | Cronbach’s Alpha 0.80 |
4 | Psychometric development and validation of attitude rating scale towards women empowerment: across male and female university population in Pakistan | Shuja et al. [33] | 2020 | Pakistan | 500 university students: Male 180, Female 320 | Personal freedom, equal rights, women’s empowerment, related fears | Cronbach’s Alpha 0.80 |
5 | Psychometric properties of the short version of the Empowerment and Personal Agency Scale in university students. | Padilla et al. [34] | 2020 | Mexico | 614 university students. | Personal agency, self-awareness, health empowerment, and social empowerment. | Cronbach’s Alpha 0.81 |
6 | The Reproductive Agency Scale (RAS-17): Development and validation in a cross-sectional study of pregnant Qatari and non-Qatari Arab Women | Yount et al. [35] | 2020 | Qatar | 684 women | Intrinsic reproductive agency Instrumental reproductive agency Instrumental reproductive agency | Cronbach’s Alpha 0.84 |
7 | Validation of an instrument to evaluate attitudes towards Gender Equality in University students | Castillo Quintero et al. [36] | 2020 | Ecuador | 290 students | Socio-cultural, relational, and personal | Cronbach’s Alpha 0.86 |
8 | Validation of an Empowerment and Personal Agency Scale in Mexican Women | Padilla and Cruz del Castillo [37] | 2018 | Mexico | 155 women aged 18 to 69 years old. | Personal agency, self-awareness, health empowerment, social empowerment. | Cronbach’s Alpha 0.92 |
9 | Construction and validation of the Global Psychological Empowerment Scale for Women | Batool S.A. and Batool, S.S. [38] | 2017 | Pakistan | 500 women | Meaning, competence, self-determination, and impact. | Cronbach’s Alpha 0.66. |
10 | Validating an Agency-based Tool for Measuring Women’s Empowerment in a Complex Public Health Trial in Rural Nepal | Gram et al. [39] | 2016 | Nepal | 511 women in EFA 509 women in CFA | Relative Autonomy Index for measuring Amartya Sen’s notion of agency freedom | External Cronbach’s Alpha 0.82 Internal Cronbach’s Alpha 0.90 |
11 | Development and validation of a new tool to measure Iranian pregnant women’s empowerment | Borghei et al. [29] | 2015 | Iran | 161 pregnant women | Educational empowerment, autonomy, socio-political empowerment | Cronbach’s Alpha 0.95 |
12 | Instrument for measuring women’s empowerment. | Hernández and Falconi [40] | 2008 | Mexico | 528 women leaders | Participatory empowerment, daringness, external influences, equality, social satisfaction, security | Cronbach’s Alpha 0.86 |
Item | Original Instrument (Hernández and García, 2008 [40]) | Adapted Version of the Instrument (Authors) |
---|---|---|
1 | A leader must be proactive. | To exercise good leadership, one must be very active. |
2 | Good leaders are persevering. | To exercise good leadership, one must be persevering. |
3 | Responsibility leads us to become leaders. | I participate in women’s associations. |
4 | The only thing I need to be a leader is to be entrepreneurial. | To exercise good leadership, one must be entrepreneurial. |
5 | I enjoy it when I am unique and different from other people. | Not considered in the adapted instrument |
6 | I believe it is essential for women to have their own economic income. | I believe it is essential for women to have their own economic income. |
7 | I feel comfortable when I am the object of praise or awards. | I feel comfortable when I am the object of praise or awards. |
8 | To participate politically, I have to negotiate with my father or partner. | I participate in political, social, and professional spheres, but I have to negotiate with my partner or a male member of my family. |
9 | It is better for the man to make crucial decisions. | It is better for important decisions to be made by women. |
10 | When I make decisions outside my home, I feel insecure. | When I make decisions outside my home, I feel insecure. |
11 | Someone always helps me decide what is good for me. | Not considered in the adapted instrument |
12 | To exercise political leadership, one must have suitable qualities. | To exercise political leadership, one must have suitable qualities. |
13 | Women have the capacity to hold positions of power and leadership. | Women have the capacity to hold positions of power and leadership. |
14 | School influences women to be able to function in positions of power or politics. | School influences women to be able to function in a position of power or politics. |
15 | Cultural level influences women to be able to function in positions of power or politics. | Cultural level influences women to be able to function in positions of power and leadership. |
16 | The family should educate women to have positions of power and leadership. | The family educates women to have positions of power and leadership. |
17 | It is necessary for women to have the knowledge to participate in political processes. | It is necessary for women to have the knowledge to participate in positions of power. |
18 | I would like to see more women access positions of power. | I would like to see more women access positions of power. |
19 | My partner or parents must always know where I am. | My partner must always know where I am. |
20 | I try to meet the expectations or desires that my loved ones have for me. | My parents must always know where I am. |
21 | I feel uncomfortable when I do something that was not allowed at home. | I try to meet the expectations or desires that my loved ones have for me. |
22 | My happiness depends on the happiness of those close to me. | My happiness depends on the happiness of those close to me. |
23 | I solely decide my current life. | I make my own decisions in my current life. |
24 | I am satisfied with myself. | I decide when and how to have sex *. |
25 | Women have the ability to rule the world. | I decide when and how many children to have *. |
26 | I make critical decisions for my life. | I request approval to change my image or cut my hair. |
27 | Women have the same opportunities as men to access decision-making positions. | Women enjoy the same rights as men to participate and obtain positions of power and leadership. |
28 | Women enjoy the same rights as men to obtain positions of power and leadership. | Women have the same opportunities as men to access decision-making positions. |
29 | Women have plenty of opportunities to participate in positions of power. | Not considered in the adapted instrument |
30 | Women and men have the same opportunities to access jobs of all kinds. | Women have the same opportunities to access jobs of all kinds. |
31 | My family sees that I participate socially positively even if I spend less time at home. | My family thinks I participate socially and positively, even if I dedicate less time to them. |
32 | My work is valued and recognized. | My work is valued and recognized. |
33 | I have the necessary skills to participate socially. | I have the necessary skills to participate socially. |
34 | I chose my current career or activity without pressure. | I chose my current career or activity without pressure. |
Nº | CODES | ITEMS | F1 | F2 | F3 | F4 | F5 | F6 |
---|---|---|---|---|---|---|---|---|
1 | PD.a | To exhibit effective leadership, I need to demonstrate persistence. | 0.736 | |||||
2 | PD.c | To demonstrate effective leadership, I must be highly active. | 0.729 | |||||
3 | PD.d | Do you believe women must have their economic independence? | 0.694 | |||||
4 | PD.b | To exhibit effective leadership, I should possess entrepreneurial qualities. | 0.638 | |||||
5 | EID.c | Women possess the knowledge and skills necessary to engage in positions of authority. | 0.498 | |||||
6 | TD.c | What qualities do you think it needs to possess to engage in political leadership? | 0.421 | |||||
7 | ED.b | Women have the same opportunities as men to pursue various job positions. | 0.919 | |||||
8 | ED.c | Women have equal opportunities to access various job positions, just like men. | 0.864 | |||||
9 | ED.a | Women have the same rights as men to attain positions of power and leadership. | 0.859 | |||||
10 | ID.g | I can decide when and how to engage in sexual activities. * | 0.799 | |||||
11 | ID.h | I have the autonomy to decide when and how many children to have. * | 0.798 | |||||
12 | EID.f | Women can assume roles of authority and leadership. | 0.595 | |||||
13 | EID.g | I advocate for increased representation of women in positions of power. | 0.565 | |||||
14 | ID.e | I make decisions about how to use and allocate my monthly salary. | 0.421 | |||||
15 | EID.a | The cultural environment impacts women’s ability to hold positions of power and leadership. | 0.650 | |||||
16 | EID.e | Educational institutions contribute to women’s ability to assume power positions or engage in politics. | 0.649 | |||||
17 | TD.d | I believe it is beneficial for essential decisions to involve women. | 0.598 | |||||
18 | EID.d | Families play a role in educating women to take on positions of authority and leadership. | 0.552 | |||||
19 | EID.b | I feel at ease when I receive praise or awards. | 0.535 | |||||
20 | SSD.c | I chose my current career or activity without any external pressure. | 0.681 | |||||
21 | SSD.d | My family supports my social participation, even if it means spending less time with them. | 0.666 | |||||
22 | SSD.b | I receive acknowledgement and appreciation for my work. | 0.661 | |||||
23 | SSD.a | I possess the necessary skills to engage socially. | 0.530 | |||||
24 | ID.d | I strive to meet the expectations or desires of my loved ones. | 0.794 | |||||
25 | ID.c | My happiness is influenced by the well-being of those close to me | 0.794 | |||||
26 | ID.b | My parents usually expect to be informed of my whereabouts. | 0.670 |
Parameters | Expected Value | Model A | Decision | Model B | Decision |
---|---|---|---|---|---|
Chi-square | >0.05 | 0.000 | - | 0.00 | - |
D.f. | 2–3 | 3.144 | - | 2.612 | Good fit |
RMSEA | <0.05 | 0.054 | - | 0.047 | Good fit |
SMRS | <0.05 | 0.06 | - | 0.050 | Good fit |
AGFI | >0.90 | 0.888 | Could be fitted | 0.918 | Good fit |
GFI | >0.90 | 0.908 | Good fit | 0.936 | Good fit |
CFI | >0.90 | 0.904 | Good fit | 0.938 | Good fit |
NFI | >0.9 | 0.866 | Could be fitted | 0.905 | Good fit |
IFI | >0.9 | 0.905 | Good fit | 0.939 | Good fit |
TLI | >0.9 | 0.891 | - | 0.927 | Good fit |
Dimension | Model A Code | Factor Loadings | Dimension | Model B Code | Factor Loading |
---|---|---|---|---|---|
PD | PD.a | 0.719 | PD | PD.d | 0.784 |
PD | PD.c | 0.644 | PD | PD.a | 0.75 |
PD | PD.d | 0.776 | PD | EID.f | 0.773 |
PD | PD.b | 0.553 | PD | PD.c | 0.707 |
PD | EID.c | 0.554 | PD | EID.g | 0.705 |
ED | ED.b | 0.959 | PD | PD.b | 0.568 |
ED | ED.c | 0.829 | PD | EID.c | 0.595 |
ED | ED.a | 0.804 | ED | ED.b | 0.939 |
IN | ID.g | 0.523 | ED | ED.c | 0.882 |
IN | ID.h | 0.542 | ED | ED.a | 0.828 |
IN | EID.f | 0.886 | EID | EID.d | 0.639 |
IN | EID.g | 0.881 | EID | EID.e | 0.613 |
EID | EID.a | 0.461 | EID | EID.a | 0.447 |
EID | EID.e | 0.616 | EID | TD.d | 0.49 |
EID | TD.d | 0.478 | EID | EID.b | 0.444 |
EID | EID.d | 0.656 | SA | SSD.d | 0.465 |
EID | EID.b | 0.516 | SA | SSD.c | 0.484 |
SA | SSD.c | 0.507 | SA | SSD.b | 0.616 |
SA | SSD.d | 0.451 | SA | SSD.a | 0.75 |
SA | SSD.b | 0.582 | DA | ID.c | 0.631 |
SA | SSD.a | 0.705 | DA | ID.d | 0.771 |
DA | ID.d | 0.781 | DA | ID.b | 0.503 |
DA | ID.c | 0.665 | IN | ID.h | 0.806 |
DA | ID.b | 0.527 | IN | ID.g | 0.811 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Sacoto-Loor, J.; Amor, M.I.; Osuna, M. Psychometric Analysis of the WoEm-M Scale to Evaluate Women Empowerment in the Ecuadorian University Environment. Sustainability 2023, 15, 16484. https://doi.org/10.3390/su152316484
Sacoto-Loor J, Amor MI, Osuna M. Psychometric Analysis of the WoEm-M Scale to Evaluate Women Empowerment in the Ecuadorian University Environment. Sustainability. 2023; 15(23):16484. https://doi.org/10.3390/su152316484
Chicago/Turabian StyleSacoto-Loor, Jhesenia, María Isabel Amor, and Mercedes Osuna. 2023. "Psychometric Analysis of the WoEm-M Scale to Evaluate Women Empowerment in the Ecuadorian University Environment" Sustainability 15, no. 23: 16484. https://doi.org/10.3390/su152316484
APA StyleSacoto-Loor, J., Amor, M. I., & Osuna, M. (2023). Psychometric Analysis of the WoEm-M Scale to Evaluate Women Empowerment in the Ecuadorian University Environment. Sustainability, 15(23), 16484. https://doi.org/10.3390/su152316484