Confirmatory Factor Analysis and Measurement Invariance of the Perception of Partner Psychological Abuse (PPPA) in Nigeria and South Africa
Abstract
Purpose: Examining the psychometric properties of a research scale is a critical step in ensuring its reliability and validity. This study evaluates the psychometric properties of the Perception of Partner Psychological Abuse (PPPA) scale, developed to assess individuals' perceptions of psychologically abusive behaviors in intimate relationships, in Nigeria and South Africa. Methods: The study involved participants (N = 823) who were predominantly Black (African) (98.5%), with females (n = 452, 54.9%) and males (n = 371, 45.1%) from Nigeria (n = 291) and South Africa (n = 532). Various confirmatory factor analysis (CFA) models were used to assess the scale's factor structure and dimensionality. Measurement invariance procedures were employed to evaluate the equivalence of the factor structure across gender and country. Construct validity, including both convergent and discriminant validity, was also examined. Results: Findings indicated that the PPPA scale is appropriate for measuring perceptions of partner psychological abuse. The scale demonstrated adequate convergent and discriminant validity, and composite reliability showed good internal consistency. The hypothesized four-factor structure aligned well with the data, with observed variables collectively and individually contributing to the overall construct and subconstructs. The factor structure was consistent across genders and countries, confirming the scale's multidimensionality. Differences in the perception of partner psychological abuse were observed between the two countries. Conclusions: This study validates the psychometric properties of the PPPA scale, emphasizing the relevance of power dynamics and economic disparities in shaping perceptions of partner psychological abuse. It reinforces the scale's value as a tool for recognizing and addressing psychological abuse in intimate relationships.
Keywords: Psychological Abuse, Partner Violence, Verbal Aggression, Isolation, Control, Neglect, Economic Abuse, Financial Abuse.
References
Abdullahi, U., Cusairi, R. M., & Abdullah, S. F. (2017). The influence of culture in domestic violence against women in Nigeria. Journal of Islamic, Social, and Economic Development, 2(6), 273-286.
Adams, A. E., & Beeble, M. L. (2019). Intimate partner violence and psychological well-being: Examining the effect of economic abuse on women’s quality of life. Psychology of Violence, 9(5), 517–525. https://doi.org/10.1037/vio0000174.
Adams, A. E., Sullivan, С. M., Bybee, D., & Greeson, M. R. (2008). Development of the scale of economic abuse. Violence Against Women, 4(5), 563-588. https://doi.org/10.1177/1077801208315529.
Antai, D. (2011). Controlling behavior, power relations within intimate relationships and intimate partner physical and sexual violence against women in Nigeria. BMC Public Health, 11, 1-11. https://doi.org/10.1186/1471-2458-11-511.
Álvarez, C. D., Aranda, B. E., & Huerto, J. A. L. (2015). Gender and cultural effects on perception of psychological violence in the partner. Psicothema, 27(4), 381-387. https://doi.org/10.7334/psicothema2015.54.
Balogun, M. O., & John-Akinola, Y. O. (2015). A qualitative study of intimate partner violence among women in Nigeria. Journal of Interpersonal Violence, 30(14), 2410-2427. https://doi.org/10.1177/0886260514553112.
Beccaria, G., Beccaria, L., Dawson, R., Gorman, D., Harris, J. A., & Hossain, D. (2013). Nursing students' perceptions and understanding of intimate partner violence. Nurse Education Today, 33(8), 907-911. https://doi.org/10.1016/j.nedt.2012.08.004.
Boateng, G. O., Neilands, T. B., Frongillo, E. A., Melgar-Quiñonez, H. R., & 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. https://doi.org/10.3389/fpubh.2018.00149.
Bozionelos, N., & Simmering, M. J. (2022). Methodological threat or myth? Evaluating the current state of evidence on common method variance in human resource management research. Human Resource Management Journal, 32(1), 194-215. https://doi.org/10.1111/1748-8583.12398.
Brown, T. A. (2015). Confirmatory factor analysis for applied research (2nd ed.). Guilford Press.
Byrne, B. M. (2005). Factor analytic models: Viewing the structure of an assessment instrument from three perspectives. Journal of Personality Assessment, 85(1), 17-32. https://doi.org/10.1207/s15327752jpa8501_02.
Calvete, E., Corral, S., & Estévez, A. (2007). Factor structure and validity of the Revised Conflict Tactics Scales for Spanish women. Violence Against Women, 13(10), 1072–1087. https://doi.org/10.1177/1077801207305933.
Chen, F. F. (2007). Sensitivity of goodness of fit indexes to lack of measurement invariance. Structural Equation Modeling, 14(3), 464-504. https://doi.org/10.1080/10705510701301834.
Chen, F. F., West, S. G., & Sousa, K. H. (2006). A comparison of bifactor and second-order models of quality of life. Multivariate Behavioral Research, 41, 189-225. https://doi.org/10.1207/s15327906mbr4102_5.
Cheung, D. S. T., Tiwari, A., Chan, K. L., Fong, D. Y. T., Chau, P. H., Yuen, F. K. H., & Tolman, R. M. (2020). Validation of the Psychological Maltreatment of Women Inventory for Chinese women. Journal of Interpersonal Violence, 35(21-22), 4614–4639. https://doi.org/10.1177/0886260517715602.
Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling, 9, 233-255. https://doi.org/10.1207/S15328007SEM0902_5.
Comrey, A. L., & Lee, H. B. (1992). A first course in factor analysis (2nd ed.). Lawrence Erlbaum Associates.
Connelly, C. D., Newton, R. R., & Aarons, G. A. (2005). A psychometric examination of English and Spanish versions of the Revised Conflict Tactics Scales. Journal of Interpersonal Violence, 20(12), 1560-1579. https://doi.org/10.1177/0886260505280341.
Costello, A. B., & Osborne, J. W. (2005). Best practices in exploratory factor analysis: Four recommendations for getting the most from your analysis. Practical Assessment, Research, and Evaluation, 10(7), 1-9. https://doi.org/10.7275/jyj1-4868.
Dobash, R. E., & Dobash, R. P. (1979). Violence against wives: A case against the patriarchy. Free Press.
Dokkedahl, S. B., Kirubakaran, R., Bech-Hansen, D., Kristensen, R., & Elklit, A. (2022). The psychological subtype of intimate partner violence and its effect on mental health: a systematic review with meta-analyses. Systematic Reviews, 11(163), 1-16. https://doi.org/10.1186/s13643-022-02025-z.
Dokkedahl, S., Kok, R. N., Murphy, S., Kristensen, T. R., Bech-Hansen, D., & Elklit, A. (2019). The psychological subtype of intimate partner violence and its effect on mental health: Protocol for a systematic review and meta-analysis. Systematic Reviews, 8, 1-10. https://doi.org/10.1186/s13643-019-1118-1.
Dueber, D. M. (2017). Bifactor indices calculator: A Microsoft Excel-based tool to calculate various indices relevant to bifactor CFA models. https://doi.org/10.13023/edp.tool.01. Retrieved June 24, 2023 from https://uknowledge.uky.edu/edp_tools/1/.
Fakunmoju S. B., Abrefa-gyan, T., Maphosa, N., & Gutura, P. (2021). Rape myth acceptance: Gender and cross-national comparisons across the United States, South Africa, Ghana, and Nigeria. Sexuality and Culture, 25(1), 18–38. https://doi.org/10.1007/s12119-020-09755-z.
Fakunmoju, S. & Bammeke F. (2017). Gender-based violence beliefs and stereotypes: Cross-cultural comparison across three countries. International Journal of Asian Social Science, 7(9), 738-753. https://doi.org/10.18488/journal.1.2017.79.738.753.
Fakunmoju, S. B. & Rasool, S. (2018). Exposure to violence and beliefs about violence against women among adolescents in Nigeria and South Africa. Sage Open, 8(4), 1-17. https://doi.org/10.1177/2158244018817591.
Fakunmoju, S. B. (2022). “She lied”: The effects of gender-based violence beliefs and stereotypes on perception of rape across four countries. Archives of Sexual Behavior, 51(2), 833-847. https://doi.org/10.1007/s10508-021-02119-0.
Fakunmoju, S. B., & Bammeke, O. (2013). Development of perception of child maltreatment scale: Reliability and validity analyses. Sage Open, April-June, 3(2), 1-14. https://doi.org/10.1177/2158244013490703.
Fakunmoju, S. B., & Bammeke, O. (2024). Measuring perception of partner psychological abuse: Development, reliability, and validity analyses in Nigeria and South Africa. International Journal of Social Science Research and Review, 7(7), 154-180. doi: https://doi.org/10.47814/ijssrr.v7i7.2205.
Fakunmoju, S., Bammeke, F., Oyekanmi, F. A. D., Temilola, S., & George, B. (2016a). Development, validity, and reliability analyses of beliefs about relationship violence against women scale and gender stereotypes and beliefs. International Journal of Asian Social Science, 6(1), 58-79. https://doi.org/10.18488/journal.1/2016.6.1/1.1.58.79.
Fakunmoju, S., Bammeke, F., Oyekanmi, F. A. D., Temilola, S., & George, B. (2016b). Psychometric properties of the beliefs about relationship violence against women scale and gender stereotypes and beliefs scale. Journal of Psychology in Africa, 26(3), 246-258. https://doi.org/10.1080/14330237.2016.1185905.
Fincham, F. D., Cui, M., Braithwaite, S. R., & Pasley, B. K. (2008). Attitudes toward intimate partner violence in dating relationships. Psychological Assessment, 20(1), 38-50. doi: 10.1037/1040-3590.20.3.260.
Follingstad D. R., Rogers M. J. (2013). Validity concerns in the measurement of women’s and men’s report of intimate partner violence. Sex Roles, 69, 149–167. https://doi.org/10.1007/s11199-013-0264-5.
Follingstad, D. R., & Rogers, M. J. (2014). The nature and prevalence of partner psychological abuse in a national sample of adults. Violence and Victims, 29(1), 3–23. https://doi.org/10.1891/0886-6708.09-160.
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39-50. https://doi.org/10.2307/3151312.
Godfrey, D. A., Kehoe, C. M., Bennett, V. E., Bastardas-Albero, A., & Babcock, J. C. (2021). Validating measures of emotional abuse with behavioral observations during interpersonal conflict. Journal of Social and Personal Relationships, 38(1), 3-18. https://doi.org/10.1177/0265407520951854.
Gregorich, S. E. (2006). Do self-report instruments allow meaningful comparisons across diverse population groups? Testing measurement invariance using the confirmatory factor analysis framework. Medical Care, 44(11 Suppl 3), S78-94. https://doi.org/10.1097/01.mlr.0000245454
Halpern, M. S., Manning, W. D., Giordano, P. C., & Longmore, M. A. (2013). Relationship churning, physical violence, and verbal abuse in young adult relationships. Journal of Marriage & Family, 75(1), 2–12. https://doi.org/10.1111/j.1741-3737.2012.01029.x.
Harman, D. (1967) A single factor test of common method variance. The Journal of Psychology, 35, 359-378.
Hair, J. F. (1997). Reliability analysis. In W. C. Black, B. J. Babin, R. E. Anderson, & R. L. Tatham (Eds.), Multivariate data analysis (5th ed., pp. 38-75). Prentice Hall.
Hair, J. F., Ringle, C. M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing Theory and Practice, 19(2), 139-151. https://doi.org/10.2753/MTP1069-6679190202.
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2-24. https://doi.org/10.1108/EBR-11-2018-0203
Hu, L.-t., & Bentler, P. M. (1998). Fit indices in covariance structure modeling: Sensitivity to underparameterized model misspecification. Psychological Methods, 3(4), 424-453. https://doi.org/10.1037/1082-989X.3.4.424.
Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6, 1-55. https://doi.org/10.1080/10705519909540118.
Human Rights Watch. (2018). World report 2018: Our annual review of human rights around the globe. https://www.hrw.org/world-report/2018.
Hunnicutt, G. (2009). Varieties of patriarchy and violence against women: Resurrecting “patriarchy” as a theoretical tool. Violence Against Women, 25(5), 553-573. https://doi.org/10.1177/1077801208331246.
IBM Corp. (2021). IBM SPSS statistics for Windows, Version 28.0. IBM Corp.
Kafka, J. M., Moracco, K. B. E., Taheri, C., et al. (2022). Intimate partner violence victimization and perpetration as precursors to suicide. SSM - Population Health, 18, 1-8. https://doi.org/10.1016/j.ssmph.2022.101079.
Kline, R. B. (2023). Principles and practice of structural equation modeling (5th ed.). Guilford Publications.
Kyriazos, T. A. (2018). Applied psychometrics: Sample size and sample power considerations in factor analysis (EFA, CFA) and SEM in general. Psychology, 9, 2207-2230. https://doi.org/10.4236/psych.2018.98126.
MacCallum, R. C., Browne, M. W., & Sugawara, H. M. (1996). Power analysis and determination of sample size for covariance structure modeling. Psychological Methods, 1(2), 130-149. https://doi.org/10.1037/1082-989X.1.2.130.
MacCallum, R. C., Widaman, K. F., Zhang, S., & Hong, S. (1999). Sample size in factor analysis. Psychological Methods, 4(1), 84–99. https://doi.org/10.1037/1082-989X.4.1.84.
Maldonado, A. I., Farzan-Kashani, J., Sun, S., Pitts, S. C., Lorenzo, J. M., Barry, R. A., & Murphy, C. M. (2022). Psychometric properties and factor analysis of a short form of the Multidimensional Measure of Emotional Abuse. Journal of Interpersonal Violence, 37(7-8). https://doi.org/10.1177/0886260520957668.
Maquibar, A., Vives-Cases, C., Hurtig, A. K., & Goicolea, I. (2017). Professionals’ perception of intimate partner violence in young people: A qualitative study in northern Spain. Reproductive Health, 14(86), 1-11. https://doi.org/10.1186/s12978-017-0348-8.
McDonald, R. P. (1999). Test theory: A unified treatment. Erlbaum.
Meade, A. W., Johnson, E. C., & Braddy, P. W. (2008). Power and sensitivity of alternative fit indices in tests of measurement invariance. Journal of Applied Psychology, 93, 568-592. https://doi.org/10.1037/0021-9010.93.3.568.
Milfont, T. L., & Fischer, R. (2010). Testing measurement invariance across groups: applications in cross-cultural research. International Journal of Psychological Research, 3(1), 111–130. https://doi.org/10.21500/20112084.857.
Momtaz, V., Mansor, M., Talib, M. A., Kahar, R. B., & Momtaz, T. (2022). Emotional Abuse Questionnaire (EAQ): A new scale for measuring emotional abuse and psychological maltreatment. Japanese Psychological Research, 64, 1-11. https://doi.org/10.1111/jpr.12312.
Murphy, C. M., & Hoover, S. A. (1999). Measuring emotional abuse in dating relationships as a multifactorial construct. Violence and Victims, 14(1), 39-53. https://doi.org/10.1891/0886-6708.14.1.39.
Muthén, B., Kaplan, D., & Hollis, M. (1987). On structural equation modeling with data that are not missing completely at random. Psychometrika, 52(3), 431-462. https://doi.org/10.1007/BF02294365
Park, C., & Harris, V. W. (2023). The impact of attachment styles on attitudes toward marriage: The mediating role of emotional intimacy. Family Journal, 31(2), 269–277. https://doi.org/10.1177/10664807221124271.
Podsakoff, P. M., MacKenzie, S. B., Lee, J.-Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879–903. https://doi.org/10.1037/0021-9010.88.5.879.
Porrúa-García, C., Rodríguez-Carballeira, Á., Escartín, J., Gómez-Benito, J., Almendros, C., & Martín-Peña, J. (2016). Development and validation of the Scale of Psychological Abuse in Intimate Partner Violence (EAPA-P). Psicothema, 28(2), 214–221. https://doi.org/10.7334/psicothema2015.197.
Postmus, J. L., Hoge, G. L., Breckenridge, J., Sharp-Jeffs, N., & Chung, D. (2020). Economic abuse as an invisible form of domestic violence: A multicountry review. Trauma, Violence, & Abuse, 21(2), 261-283. https://doi.org/10.1177/1524838018764160.
Postmus, J. L., Plummer, S. B., & Stylianou, A. M. (2016). Measuring economic abuse in the lives of survivors: Revising the scale of economic abuse. Violence Against Women, 22(6), 692–703. https://doi.org/10.1177/1077801215610012
Putnick, D. L., & Bornstein, M. H. (2016). Measurement invariance conventions and reporting: The state of the art and future directions for psychological research. Developmental Review, 41, 71-90. https://doi.org/10.1016/j.dr.2016.06.004.
Reise, S. P., Bonifay, W. E., & Haviland, M. G. (2013). Scoring and modeling psychological measures in the presence of multidimensionality. Journal of Personality Assessment, 95(2), 129-140. https://doi.org/10.1080/00223891.2012.725437.
Reise, S. P., Moore, T. M., & Haviland, M. G. (2010). Bifactor models and rotations: Exploring the extent to which multidimensional data yield univocal scale scores. Journal of Personality Assessment, 92, 544-559. https://doi.org/10.1080/00223891.2010.496477.
Reise, S. P., Scheines, R., Widaman, K. F., & Haviland, M. G. (2012). Multidimensionality and structural coefficient bias in structural equation modeling. Educational and Psychological Measurement, 73(1), 5-26. https://doi.org/10.1177/0013164412449831.
Renzetti, C. M. (2009). Economic stress and domestic violence. CRVAW Faculty Research Reports and Papers. https://uknowledge.uky.edu/crvaw_reports/1.
Romito, P., Pomicino, L., Lucchetta, C., Scrimin, F., Molzan Turan, J., & Turan, J. M. (2009). The relationships between physical violence, verbal abuse and women’s psychological distress during the postpartum period. Journal of Psychosomatic Obstetrics & Gynecology, 30(2), 115–121. https://doi.org/10.1080/01674820802545834.
Ro, E., & Lawrence, E. (2007). Comparing three measures of psychological aggression: psychometric properties and differentiation from negative communication. Journal of Family Violence, 22(7), 575–586. doi: 10.1007/s10896-007-9109-8.
Rodriguez, A., Reise, S. P., & Haviland, M. G. (2016a). Applying bifactor statistical indices in the evaluation of psychological measures. Journal of Personality Assessment, 98(3), 223-237. https://doi.org/10.1080/00223891.2015.1089249.
Rodriguez, A., Reise, S. P., & Haviland, M. G. (2016b). Evaluating bifactor models: Calculating and interpreting statistical indices. Psychological Methods, 21(2), 137-150. https://doi.org/10.1037/met0000045.
Rutkowski, L., & Svetina, D. (2014). Assessing the hypothesis of measurement invariance in the context of large-scale international surveys. Educational and Psychological Measurement, 74(1), 31-57. https://doi.org/10.1177/0013164413498257.
Schafer, J. L., & Graham, J. W. (2002). Missing data: Our view of the state of the art. Psychological Methods, 7(2), 147–177. https://doi.org/10.1037/1082-989X.7.2.147.
Schumacker, R. E., & Lomax, R. G. (2004). A beginner's guide to structural equation modeling (2nd ed.). Lawrence Erlbaum Associates.
Smith, B. A., Thompson, S., Tomaka, J., & Buchanan, A. C. (2005). Development of the intimate partner violence attitude scales (IPVAS) with a predominantly Mexican American college sample. Hispanic Journal of Behavioral Sciences, 27(4), 442-454. https://doi.org/10.1177/0739986305281233.
Stark, E. (2007). Coercive control: How men entrap women in personal life. Oxford University Press.
StataCorp. (2021). Stata Statistical Software: Release 17. StataCorp LLC.
Steiger, J. H. (2007). Understanding the limitations of global fit assessment in structural equation modeling. Personality and Individual Differences, 42(5), 893–898. https:// doi. org/ 10. 1016/j. paid. 2006. 09. 017.
Straus, M. A., Hamby, S. L., Boney-McCoy, S., & Sugarman, D. B. (1996). The revised conflict tactics scales (CTS2) development and preliminary psychometric data. Journal of family issues, 17(3), 283-316. https://doi.org/10.1177/019251396017003001.
Stucky, B. D., & Edelen, M. O. (2015). Using hierarchical IRT models to create unidimensional measures from multidimensional data. In S. P. Reise & D. A. Revicki (Eds.), Handbook of item response theory modeling: Applications to typical performance assessment (pp. 183-206). Routledge.
Stylianou, A. M. (2018). Economic abuse within intimate partner violence: A review of the literature. Violence and Victims, 33(1), 1-20. http://dx.doi.org/10.1891/0886-6708.VV-D-16-00112.
Stylianou, A. M., Postmus, J. L., & McMahon, S. (2013). Measuring abusive behaviors: Is economic abuse a unique form of abuse? Journal of Interpersonal Violence, 28(16), 3186-3204. https://doi.org/10.1177/0886260513496904.
Sylaska, K. M., & Walters, A. S. (2014). Testing the extent of the gender trap: College students’ perceptions of and reactions to intimate partner violence. Sex Roles, 70, 134–145. https://doi.org/10.1007/s11199-014-0344-1.
Tehseen, S., Ramayah, T., & Sajilan, S. (2017). Testing and controlling for common method variance: A review of available methods. Journal of Management Sciences, 4, 142-168. https://doi.org/10.20547/jms.2014.1704202.
Thompson, M. P., Basile, K. C., Hertz, M. F., & Sitterle, D. (2006). Measuring intimate partner violence victimization and perpetration: A compendium of assessment tools. National Center for Injury Prevention and Control, Centers for Disease Control and Prevention.
Timmons, A. C. (2010). Establishing factorial invariance for multiple-group confirmatory factor analysis. KU Guide No. 22.1.
Tolman, R. M. (1999). The validation of the Psychological Maltreatment of Women Inventory. Violence and Victims, 14(1), 25-37.
Toma, R. B., & Lederman, N. G. (2022). A comprehensive review of instruments measuring attitudes toward science. Research in Science Education, 52, 567–582. https://doi.org/10.1007/s11165-020-09967-1.
Tucker, L. R., & Lewis, C. (1973). The reliability coefficient for maximum likelihood factor analysis. Psychometrika, 38, 1-10.
United Nations Development Programme. (2020). Human development index (HDI). http://hdr.undp.org/en/content/human-development-index-hdi. Accessed June 17, 2023.
van de Schoot, R., Lugtig, P., & Hox, J. (2012). A checklist for testing measurement invariance. European Journal of Developmental Psychology, 9(4), 486-492. https://doi.org/10.1080/17405629.2012.686740.
Vandenberg, R. J., & Lance, C. E. (2000). A review and synthesis of the measurement invariance literature: Suggestions, practices, and recommendations for organizational research. Organizational Research Methods, 3(1), 4-70. https://doi.org/10.1177/109442810031002.
Widaman, K. F., Ferrer, E., & Conger, R. D. (2010). Factorial invariance within longitudinal structural equation models: Measuring the same construct across time. Child Development Perspectives, 4(1), 10-18. https://doi.org/10.1111/j.1750-8606.2009.00110.x.
Wilson, J. M., & Smirles, K. (2022). College students’ perceptions of intimate partner violence: The effects of type of abuse and perpetrator gender. Journal of Interpersonal Violence, 37(1-2), 172-194. https://doi.org/10.1177/0886260520908025.
Wu, A. D., Li, Z., & Zumbo, B. D. (2007). Decoding the meaning of factorial invariance and updating the practice of multi-group confirmatory factor analysis: A demonstration with TIMSS data. Practical Assessment, Research, & Evaluation, 12, 1-26. https://doi.org/10.7275/mhqa-cd89.
Yamawaki, N., Green, J., Macias, Z., et al. (2023). The influence of victim gender on perception of economic abuse. Psychology, 14, 1455-1472. https://doi.org/10.4236/psych.2023.149083.
Copyright (c) 2025 Sunday B. Fakunmoju
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Copyright for this article is retained by the author(s), with first publication rights granted to the journal. This is an open-access article distributed under the terms and conditions of the Creative Commons Attribution license (https://creativecommons.org/licenses/by-nc-nd/4.0/).