Production
https://prod.org.br/article/doi/10.1590/0103-6513.20240029
Production
Research Article

Assessment of Critical Factors in home injuries

Rodrigo Luz Santos; Adonias Magdiel Silva Ferreira; Cristiano Hora Fontes; Jorge Laureano Moya Rodríguez

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Abstract

Paper aims: The aim of this paper is to develop a model to evaluate the risk of home injuries by identifying and evaluating the different variables involved in domestic accidents.

Originality: This work evaluated critical factors that increase the risk of domestic accidents through an approach based on structural equation modeling, the results of which and sample planning were supported by statistical indicators.

Research method: The method applied a survey, using the Google Forms tool and the data obtained were analyzed using Structural Equation Modeling (SEM) based on Partial Least Squares (PLS). Five hypotheses were tested.

Main findings: The proposed model identifies critical factors associated with the risk of domestic accidents. This represents a relevant contribution to the broad area of safe consumption and national bodies dedicated to this topic.

Implications for theory and practice: The modeling carried out has the potential for theoretical and practical contributions: identification of critical variables; improvement of theoretical models; proposing public policies; implementing targeted interventions; improving the safety of consumer products; education and awareness; improvement of domestic and consumer accident monitoring systems.

Keywords

Home injuries, Domestic accidents, Risks, Structural equation modeling (SEM)

References

Ab Hamid, M. R., Sami, W., & Sidek, M. H. M. (2022). Discriminant validity assessment: use of Fornell & Larcker criterion versus HTMT criterion. London: IOP Publishing.

Afthanorhan, A., Ghazali, P. L., & Rashid, N. (2021). Discriminant validity: a comparison of CBSEM and consistent PLS using Fornell & Larcker and HTMT approaches. London: IOP Publishing.

Akturk, Ü., & Erci, B. (2016). Determination of knowledge, attitudes and behaviors regarding factors causing home accidents and prevention in mothers with a child aged 0-5 years. Journal of Education and Practice, 7(18), 142-153.

Al Rumhi, A., Al Awisi, H., Al Buwaiqi, M., & Al Rabaani, S. (2020). Home accidents among children: a retrospective study at a tertiary care center in Oman. Oman Medical Journal, 35(1), e85. http://doi.org/10.5001/omj.2020.03. PMid:32042466.

Al Sulaie, S. (2024). A Bayesian network model for analysis of causes and consequences of accidents. Archives of Trauma Research, 13(1), 59-66.

AL-Abedi, N. F. H., Taher, Z. A., Razzaq, M. S., & Alradhi, N. A. A. A. (2023). Effectiveness of an awareness program on mothers’ knowledge toward household accidents among their children.Medical & Clinical Research, 8(5), 1-6.

Arulogun, O. S., Ikolo, O., & Oluwasanu, M. (2013). Knowledge and practices relating to domestic accidents among mothers of pre-school children in Ibadan Southwest Local Government Area, Nigeria. Journal of Dental and Medical Sciences, 6(3), 49-55.

Aydin, N. (2016). Home accidents. Türkiye Klinikleri Journal of Public Health-Special Topics, 21, 17-22.

Backett, E. M. & World Health Organization. (1965). Domestic accidents. Geneva: WHO.

Banerjee, N., Sharma, N., Soni, K. D., Bansal, V., Mahajan, A., Khajanchi, M., Gerdin Wärnberg, M., & Roy, N. (2022). Are home environment injuries more fatal in children and the elderly? Injury, 53(6), 1987-1993. http://doi.org/10.1016/j.injury.2022.03.050. PMid:35367079.

Bayaga, A. & Kyobe, M. (2022). PLS-SEM modelling in Information systems. USA: IEEE.

Bhanderi, D. J. & Choudhary, S. (2008). A study of occurrence of domestic accidents in semi-urban community. Indian Journal of Community Medicine: Official Publication of Indian Association of Preventive and Social Medicine, 33(2), 104.

Bongso, G., & Hartoyo, R. (2022). The urgency of business agility during COVID-19 pandemic: distribution of small and medium business products and services. Journal of Distribution Science, 20(6), 57-66.

Bressan, S., Gallo, E., Tirelli, F., Gregori, D., & Da Dalt, L. (2021). Lockdown: more domestic accidents than COVID-19 in children. Archives of Disease in Childhood, 106(2), e3. http://doi.org/10.1136/archdischild-2020-319547. PMid:32487724.

Camilloni, L., Farchi, S., Rossi, P. G., Chini, F., Di Giorgio, M., Molino, N., Iannone, A., Borgia, P., & Guasticchi, G. (2011). A case-control study on risk factors of domestic accidents in an elderly population. International Journal of Injury Control and Safety Promotion, 18(4), 269-276. http://doi.org/10.1080/17457300.2011.562615. PMid:21557126.

Carpes Junior, W. P., & Sell, I. (2004). Safety needs of product users. Revista Produção Online, 4(3), 1-21.

Cepeda-Carrión, G., Hair, J. F., Ringle, C. M., Roldán, J. L., García-Fernández, J., & International Journal of Sports Marketing and Sponsorship. (2022). Guest editorial: sports management research using partial least squares structural equation modeling (PLS-SEM). International Journal of Sports Marketing & Sponsorship, 23(2), 229-240. http://doi.org/10.1108/IJSMS-05-2022-242.

Chin, W. W. (1998). The partial least squares approach for structural equation modeling. In G. A. Marcoulides (Ed.), Modern methods for business research (pp. 295-336). New Jersey: Lawrence Erlbaum Associates Publishers.

Chin, W. W., & Dibbern, J. (2010). An introduction to a permutation based procedure for multi-group PLS analysis: Results of tests of differences on simulated data and a cross cultural analysis of the sourcing of information system services between Germany and the USA. In: V. Esposito Vinzi, W. W. Chin, J. Henseler, & H. Wang (Eds.), Handbook of partial least squares: concepts, methods and applications (pp. 171-193). Germany: Springer.

Cho, G., Kim, S., Lee, J., Hwang, H., Sarstedt, M., & Ringle, C. M. (2022). A comparative study of the predictive power of component-based approaches to structural equation modeling. European Journal of Marketing

Chua, R. L., Lukassen, S., Trump, S., Hennig, B. P., Wendisch, D., Pott, F., Debnath, O., Thürmann, L., Kurth, F., Völker, M. T., Kazmierski, J., Timmermann, B., Twardziok, S., Schneider, S., Machleidt, F., Müller-Redetzky, H., Maier, M., Krannich, A., Schmidt, S., Balzer, F., Liebig, J., Loske, J., Suttorp, N., Eils, J., Ishaque, N., Liebert, U. G., von Kalle, C., Hocke, A., Witzenrath, M., Goffinet, C., Drosten, C., Laudi, S., Lehmann, I., Conrad, C., Sander, L. E., & Eils, R. (2020). COVID-19 severity correlates with airway epithelium–immune cell interactions identified by single-cell analysis. Nature Biotechnology, 38(8), 970-979. http://doi.org/10.1038/s41587-020-0602-4. PMid:32591762.

Cohen, J. (1988). Statistical power analysis for the behavioral sciences (pp. 20-26). Hillsdale: Lawrence Erlbaum Associates.

Cohen, J. (2013). Statistical power analysis for the behavioral sciences. Abingdon: Routledge. http://doi.org/10.4324/9780203771587.

Dash, G., & Paul, J. (2021). CB-SEM vs PLS-SEM methods for research in social sciences and technology forecasting. Technological Forecasting and Social Change, 173, 121092. http://doi.org/10.1016/j.techfore.2021.121092.

De Souza Bido, D., & Da Silva, D. (2019). SmartPLS 3: especificação, estimação, avaliação e relato. Administração, Ensino e Pesquisa, 20(2), 1-31.

Ebrahimi, A., Poursharifi, H., Dolatshahi, B., Rezaee, O., Hassanabadi, H. R., & Naeem, F. (2021). The cognitive model of negative symptoms in schizophrenia: a hierarchical component model with PLS-SEM. Frontiers in Psychiatry, 12, 707291. http://doi.org/10.3389/fpsyt.2021.707291. PMid:34366940.

Eg, C., & Zeller, R. (1991). Reliability and validity assessment. New York: Newbury Park.

El Seifi, O. S., Mortada, E. M., & Abdo, N. M. (2018). Effect of community-based intervention on knowledge, attitude, and self-efficacy toward home injuries among Egyptian rural mothers having preschool children. PLoS One, 13(6), e0198964. http://doi.org/10.1371/journal.pone.0198964. PMid:29927950.

Ferrante, P., Marinaccio, A., & Iavicoli, S. (2013). Home injuries in Italy: patterns of injury and the most exposed people. International Journal of Injury Control and Safety Promotion, 20(1), 36-41. http://doi.org/10.1080/17457300.2012.663761. PMid:22385149.

Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. JMR, Journal of Marketing Research, 18(1), 39-50. http://doi.org/10.1177/002224378101800104.

Galal, S. (1999). Working with families to reduce the risk of home accidents in children. EMHJ-Eastern Mediterranean Health Journal, 5(3), 572-582. http://doi.org/10.26719/1999.5.3.572. PMid:10793837.

Gheshlaghi, L. A., Rastegar, A., Binabaj, M. M., Shoraka, H. R., & Fallahi, M. (2023). Analysis of the home accidents and their risk factors in Iran: a systematic review and meta-analysis. Iranian Journal of Public Health, 52(9), 1855-1865. http://doi.org/10.18502/ijph.v52i9.13568. PMid:38033829.

Gil, A. C. (2002). Como elaborar projetos de pesquisa. São Paulo: Atlas.

Haagsma, J. A., Graetz, N., Bolliger, I., Naghavi, M., Higashi, H., Mullany, E. C., Abera, S. F., Abraham, J. P., Adofo, K., Alsharif, U., Ameh, E. A., Ammar, W., Antonio, C. A., Barrero, L. H., Bekele, T., Bose, D., Brazinova, A., Catalá-López, F., Dandona, L., Dandona, R., Dargan, P. I., De Leo, D., Degenhardt, L., Derrett, S., Dharmaratne, S. D., Driscoll, T. R., Duan, L., Petrovich Ermakov, S., Farzadfar, F., Feigin, V. L., Franklin, R. C., Gabbe, B., Gosselin, R. A., Hafezi-Nejad, N., Hamadeh, R. R., Hijar, M., Hu, G., Jayaraman, S. P., Jiang, G., Khader, Y. S., Khan, E. A., Krishnaswami, S., Kulkarni, C., Lecky, F. E., Leung, R., Lunevicius, R., Lyons, R. A., Majdan, M., Mason-Jones, A. J., Matzopoulos, R., Meaney, P. A., Mekonnen, W., Miller, T. R., Mock, C. N., Norman, R. E., Orozco, R., Polinder, S., Pourmalek, F., Rahimi-Movaghar, V., Refaat, A., Rojas-Rueda, D., Roy, N., Schwebel, D. C., Shaheen, A., Shahraz, S., Skirbekk, V., Søreide, K., Soshnikov, S., Stein, D. J., Sykes, B. L., Tabb, K. M., Temesgen, A. M., Tenkorang, E. Y., Theadom, A. M., Tran, B. X., Vasankari, T. J., Vavilala, M. S., Vlassov, V. V., Woldeyohannes, S. M., Yip, P., Yonemoto, N., Younis, M. Z., Yu, C., Murray, C. J., Vos, T., Balalla, S., & Phillips, M. R. (2016). The global burden of injury: incidence, mortality, disability-adjusted life years and time trends from the Global Burden of Disease study 2013. Injury Prevention, 22(1), 3-18. http://doi.org/10.1136/injuryprev-2015-041616. PMid:26635210.

Hair Junior, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2021). A primer on partial least squares structural equation modeling (PLS-SEM). Thousand Oaks: Sage publications. http://doi.org/10.1007/978-3-030-80519-7.

Hair Junior, J. F., Matthews, L. M., Matthews, R. L., & Sarstedt, M. (2017a). PLS-SEM or CB-SEM: updated guidelines on which method to use. International Journal of Multivariate Data Analysis, 1(2), 107-123. http://doi.org/10.1504/IJMDA.2017.087624.

Hair Junior, J. F., Sarstedt, M., Hopkins, L., & Kuppelwieser, V. G. (2014). Partial least squares structural equation modeling (PLS-SEM): an emerging tool in business research. European Business Review, 26(2), 106-121.

Hair Junior, J. F., Sarstedt, M., Ringle, C. M., & Gudergan, S. P. (2017b). Advanced issues in partial least squares structural equation modeling. Thousand Oaks: Sage Publications.

Hair, J. F., Sarstedt, M., & Ringle, C. M. (2019). Rethinking some of the rethinking of partial least squares. European Journal of Marketing, 53(4), 566-584. http://doi.org/10.1108/EJM-10-2018-0665.

Hair, J. F., Sarstedt, M., Ringle, C. M., & Mena, J. A. (2012). An assessment of the use of partial least squares structural equation modeling in marketing research. Journal of the Academy of Marketing Science, 40(3), 414-433. http://doi.org/10.1007/s11747-011-0261-6.

Henderson Junior, J. A., Twerski, A. D., & Kysar, D. A. (2020). Products liability: problems and process. Aspen Publishing.

Henseler, J. (2017). Partial least squares path modeling. In P. S. H. Leeflang, J. E. Wieringa, T. H. A. Bijmolt, & K. H. Pauwels (Eds.), Advanced methods for modeling markets (pp. 361-381). USA: Springer.

Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115-135. http://doi.org/10.1007/s11747-014-0403-8.

Hu, L., & Bentler, P. M. (1998). Fit indices in covariance structure modeling: sensitivity to underparameterized model misspecification. Psychological Methods, 3(4), 424-453. http://doi.org/10.1037/1082-989X.3.4.424.

Hwang, H., Sarstedt, M., Cheah, J. H., & Ringle, C. M. (2020). A concept analysis of methodological research on composite-based structural equation modeling: bridging PLSPM and GSCA. Behaviormetrika, 47(1), 219-241. http://doi.org/10.1007/s41237-019-00085-5.

Instituto Nacional de Metrologia, Qualidade e Tecnologia. (2016). Sistema Inmetro de Monitoramento de Acidentes de Consumo. Brasília: INMETRO.

Jeon, Y. K., Jeong, J., Shin, S. D., Song, K. J., Kim, Y. J., Hong, K. J., Ro, Y. S., & Park, J. H. (2022). The effect of age on in-hospital mortality among elderly people who sustained fall-related traumatic brain injuries at home: a retrospective study of a multicenter emergency department-based injury surveillance database. Injury, 53(10), 3276-3281. http://doi.org/10.1016/j.injury.2022.07.036. PMid:35907679.

Kalvandi, N., Gholami, A. H., Kamangar, D., Amini, R., & Biglari, F. (2021). The influential factors in the awareness, attitude, and practice of mothers with toddlers in preventing domestic accidents. Iran Journal of Nursing, 34(130), 91-103. http://doi.org/10.52547/ijn.34.130.91.

Khan, G. F., Sarstedt, M., Shiau, W.-L., Hair, J. F., Ringle, C. M., & Fritze, M. P. (2019a). Methodological research on partial least squares structural equation modeling (PLS-SEM): an analysis based on social network approaches. Internet Research, 29(3), 407-429. http://doi.org/10.1108/IntR-12-2017-0509.

Khan, S., Tauheed, N., Nawab, S., Afzal, S., & Khalique, N. (2019b). Domestic accidents among under-5 year children: a study on the modern day epidemic. International Journal of Community Medicine and Public Health, 6(4), 1529-1535. http://doi.org/10.18203/2394-6040.ijcmph20191379.

Khlat, M., Ravaud, J.-F., Brouard, N., Chau, N., & Group, L., & Lorhandicap Group. (2008). Occupational disparities in accidents and roles of lifestyle factors and disabilities: a population-based study in north-eastern France. Public Health, 122(8), 771-783. http://doi.org/10.1016/j.puhe.2007.09.012. PMid:18222505.

Khudadad, U., Karbakhsh, M., Yau, A., Rajabali, F., Zheng, A., Giles, A. R., & Pike, I. (2024). Home injuries in British Columbia: patterns across the deprivation spectrum. International Journal of Injury Control and Safety Promotion, 1-12. http://doi.org/10.1080/17457300.2024.2378124. PMid:39028119.

Kock, N. (2021). Common structural variation reduction in PLS-SEM: Replacement analytic composites and the one fourth rule. Data Analysis Perspectives Journal, 2(5), 1-6.

Kono, S., & Sato, M. (2022). The potentials of partial least squares structural equation modeling (PLS-SEM) in leisure research. Journal of Leisure Research, 54(3), 309-329.

Krajangsri, T., & Pongpeng, J. (2017). Effect of sustainable infrastructure assessments on construction project success using structural equation modeling. Journal of Management Engineering, 33(3), 04016056. http://doi.org/10.1061/(ASCE)ME.1943-5479.0000509.

Lafta, R. K., Al-Shatari, S. A., & Abass, S. (2014). Mothers’ knowledge of domestic accident prevention involving children in Baghdad City. Qatar Medical Journal, 2013(2), 17. http://doi.org/10.5339/qmj.2013.17. PMid:25003066.

Lohmöller, J.-B. (2013). Latent variable path modeling with partial least squares. USA: Springer Science & Business Media.

López-Soto, P. J., Morales-Cané, I., Smolensky, M. H., Manfredini, R., Dios-Guerra, C., Rodríguez-Borrego, M. A., & Carmona-Torres, J. M. (2019). Gender, socioeconomic, medical, and environmental factors related to domestic accidents of the elderly in Spain. Findings of a national survey. Women & Health, 59(9), 985-996. http://doi.org/10.1080/03630242.2019.1587665. PMid:30880631.

MacKenzie, S. B., Podsakoff, P. M., & Podsakoff, N. P. (2011). Construct measurement and validation procedures in MIS and behavioral research: Integrating new and existing techniques. Management Information Systems Quarterly, 35(2), 293-334. http://doi.org/10.2307/23044045.

Maia, T., & Martins, L. (2022). Environmental determinants of home accident risk among the elderly. a systematic review. Occupational and Environmental Safety and Health, III, 571-578. http://doi.org/10.1007/978-3-030-89617-1_50.

Maier, T. R., Aymans, S. C., & Mühlfelder, M. (2024). Product safety culture as a concept for the development of safety–critical products in regulated industries. Safety Science, 169, 106336. http://doi.org/10.1016/j.ssci.2023.106336.

Marôco, J. (2010). Análise de equações estruturais: fundamentos teóricos, software & aplicações. Portugal: ReportNumber, Lda.

Mayr, S., Erdfelder, E., Buchner, A., & Faul, F. (2007). A short tutorial of GPower. Tutorials in Quantitative Methods for Psychology, 3(2), 51-59. http://doi.org/10.20982/tqmp.03.2.p051.

Moore, R. (2009). Domestic accidents. In D. Ormandy (Ed.), Housing and Health in Europe (pp. 315-338). Abingdon: Routledge.

Morgan, J., Reidy, J., & Probst, T. (2019). Age group differences in household accident risk perceptions and intentions to reduce hazards. International Journal of Environmental Research and Public Health, 16(12), 2237. http://doi.org/10.3390/ijerph16122237. PMid:31242609.

Nasution, M. I., Fahmi, M. & Prayogi, M. A. (1981). The quality of small and medium enterprises performance using the Structural Equation Model-Part Least Square (SEM-PLS). London: IOP Publishing.

Nour, M., Alharbi, W., Alawneh, S., Al Ansari, A., Al–Luqmani, A. D., Alharbi, A. F., Sonari, M. A., Al–Hassani, H. K., & Al–Malki, A. H. (2018). Knowledge, attitude and practices of mothers towards home accident among children, Makkah, KSA. European Journal of Phamaceuticalans Medical Research, 5(2), 139-147.

Paliwal, G., Agrawal, K., Srivastava, R. K., & Sharma, S. (2014). Domestic liquefied petroleum gas: are we using a kitchen bomb? Burns, 40(6), 1219-1224. http://doi.org/10.1016/j.burns.2013.12.023. PMid:24480369.

Privitera, G. J. (2022). Research methods for the behavioral sciences. Thousand Oaks: Sage Publications.

Purwanto, A., & Sudargini, Y. (2021). Partial least squares structural squation modeling (PLS-SEM) analysis for social and management research: a literature review. Journal of Industrial Engineering & Management Research, 2(4), 114-123.

Rasoolimanesh, S. M. (2022). Discriminant validity assessment in PLS-SEM: A comprehensive composite-based approach. Data Analysis Perspectives Journal, 3(2), 1-8.

Rehman, T., Sulgante, S., & Sekhar, S. K. (2020). Prevalence and pattern of domestic accidents in the field practice area of Jawaharlal Institute of Urban Health Centre, Puducherry: a cross-sectional analytical study. Journal of Injury & Violence Research, 12(1), 1-10. PMid:31562291.

Ribeiro, M. G. C., Paula, A. B. R., Bezerra, M. A. R., Rocha, S. S., Avelino, F. V. S. D., & Gouveia, M. T. O. (2019). Social determinants of health associated with childhood accidents at home: An integrative review. Revista Brasileira de Enfermagem, 72(1), 265-276. http://doi.org/10.1590/0034-7167-2017-0641. PMid:30916294.

Rigdon, E. E., Sarstedt, M., & Ringle, C. M. (2017). On comparing results from CB-SEM and PLS-SEM: five perspectives and five recommendations. Marketing, ZFP–Journal of Research and Management, 39(3), 4-16. http://doi.org/10.15358/0344-1369-2017-3-4.

Ringle, C. M., Da Silva, D., & De Souza Bido, D. (2014). Modelagem de equações estruturais com utilização do SmartPLS. Revista Brasileira de Marketing, 13(2), 56-73.

Ritchie, B. W., & Jiang, Y. (2019). A review of research on tourism risk, crisis and disaster management: Launching the annals of tourism research curated collection on tourism risk, crisis and disaster management. Annals of Tourism Research, 79, 102812. http://doi.org/10.1016/j.annals.2019.102812.

Roberts, P., & Priest, H. (2006). Reliability and validity in research. Nursing Standard, 20(44), 41-46. http://doi.org/10.7748/ns.20.44.41.s56. PMid:16872117.

Rönkkö, M., & Cho, E. (2022). An updated guideline for assessing discriminant validity. Organizational Research Methods, 25(1), 6-14. http://doi.org/10.1177/1094428120968614.

Russo, D., & Stol, K.-J. (2021). PLS-SEM for software engineering research: an introduction and survey. ACM Computing Surveys, 54(4), 1-38. http://doi.org/10.1145/3447580.

Sadeghi-Bazargani, H., & Mohammadi, R. (2013). Unintentional domestic burns in Iran: Analysis of 125,000 cases from a national register. Burns, 39(6), 1304-1310. http://doi.org/10.1016/j.burns.2013.02.013. PMid:23684319.

Saftari, M., & Sinta, S. (2022). Analisis faktor peserta, pelatih, prasarana, serta materi pelatihan yang mempengaruhi efektifitas pelatihan menggunakan Smart-PLS. Indiktika, Jurnal Inovasi Pendidikan Matematika, 4(2), 86-98. http://doi.org/10.31851/indiktika.v4i2.7677.

Sarstedt, M. (2019). Der knacks and a silver bullet. In: B. J. Babin & M. Sarstedt (Eds.), The great facilitator (pp. 155-164). USA: Springer.

Sarstedt, M., & Cheah, J.-H. (2019). Partial least squares structural equation modeling using SmartPLS: a software review. Journal of Marketing Analytics, 7(3), 196-202. http://doi.org/10.1057/s41270-019-00058-3.

Sarstedt, M., & Mooi, E. (2014). A concise guide to market research: the process, data, and methods using IBM SPSS statistics. USA: Springer.

Sarstedt, M., Hair Junior, J. F., & Ringle, C. M. (2022). “PLS-SEM: indeed a silver bullet”–retrospective observations and recent advances. Journal of Marketing Theory and Practice, 31(3), 261-275.

Sarstedt, M., Ringle, C. M., & Hair, J. F. (2021). Partial least squares structural equation modeling. In C. Homburg, M. Klarmann & A. Vomberg (Eds.), Handbook of market research (pp. 587-632). USA: Springer.

Sarstedt, M., Ringle, C. M., Cheah, J.-H., Ting, H., Moisescu, O. I., & Radomir, L. (2020). Structural model robustness checks in PLS-SEM. Tourism Economics, 26(4), 531-554. http://doi.org/10.1177/1354816618823921.

Shaban, M. M., Sharaa, H. M., & Nashwan, A. J. (2023). Effect of community-based intervention on knowledge and practice of rural mothers toward children home injuries. International Journal of Africa Nursing Sciences, 19, 100593. http://doi.org/10.1016/j.ijans.2023.100593.

Sharma, P. N., Shmueli, G., Sarstedt, M., Danks, N., & Ray, S. (2021). Prediction‐oriented model selection in partial least squares path modeling. Decision Sciences, 52(3), 567-607. http://doi.org/10.1111/deci.12329.

Shmueli, G., Ray, S., Estrada, J. M. V., & Chatla, S. B. (2016). The elephant in the room: Predictive performance of PLS models. Journal of Business Research, 69(10), 4552-4564. http://doi.org/10.1016/j.jbusres.2016.03.049.

Shmueli, G., Sarstedt, M., Hair, J. F., Cheah, J.-H., Ting, H., Vaithilingam, S., & Ringle, C. M. (2019). Predictive model assessment in PLS-SEM: guidelines for using PLSpredict. European Journal of Marketing, 53(11), 2322-2347. http://doi.org/10.1108/EJM-02-2019-0189.

Silva, E. C. S., de Fátima Fernandes, M. N., Sá, M. C. N., de Souza, L. M., de Araújo Gordon, A. S., de Jesus Costa, A. C. P., de Araújo, T. S., da Silva Carvalho, Q. G., Maia, C. C., & Machado, A. L. G. (2016). The effect of educational intervention regarding the knowledge of mothers on prevention of accidents in childhood. The Open Nursing Journal, 10(1), 113-121. http://doi.org/10.2174/1874434601610010113. PMid:27583061.

Siraphatthada, Y., Thitivesa, D., Siraphatthada, P., Charoenboon, P., & Teppratuangtip, P. (2022). The Management innovation of local economy to enhance the value added of creative and experiential community-based Agro-tourism: GI Durian in Ban Naiwongtai District, Ranong Province. Journal of Positive School Psychology, 6(5), 1402-1411.

Sopper, D. S. (2023). A-Priori Sample Size Calculator for Structural Equations Models (Software). Retrieved in 2024, March 28, from https://www.danielsoper.com/statcalc/calculator.aspx?id=89

Soumyashree, M., Viveki, R., & Chingale, A. L. (2018). Prevalence of domestic accidents in kitchen among housewives in an urban area: a cross sectional study. National Journal of Community Medicine, 9(10), 760-763.

Stalin, P., Senthilvel, V., Kanimozhy, K., Singh, Z., Rajkamal, R., & Purty, A. J. (2015). Burden, distribution and impact of domestic accidents in a semi-urban area of coastal Tamil Nadu, India. International Journal of Injury Control and Safety Promotion, 22(1), 11-15. http://doi.org/10.1080/17457300.2013.835324. PMid:24025116.

Sudhir, Krishna, D., Channabasappa, A. N., & Dhar, M. (2014). Prevalence of domestic accidents in rural India: a cross sectional study. Scholars Journal of Applied Medical Sciences (SJAMS), 2(2B), 657-659.

Sulaiman, S. M., Muhammad, Y., & Muhammad, M. A. (2021). An assessment of the intention to accept the shariah-compliant crowdfunding mode of financing in Borno State, Nigeria. Journal of Islamic Monetary Economics and Finance, 7(4), 687-708. http://doi.org/10.21098/jimf.v7i4.1271.

Suleiman, S., & Abdulkadir, Y. (2022). Partial Least Square Structural Equation Modelling (PLS-SEM) of Patient Satisfaction on Service Quality in Katsina Public Hospitals. Asian Journal of Probability and Statistics, 17(3), 49-60. http://doi.org/10.9734/ajpas/2022/v17i330426.

Suteja, I. W., Sideman, I. S., Karyawan, I. D. M. A., & Warka, I. G. P. (2021). A simple model of the influence of gender on the driving behavior of students motorcycle riders on traffic violations and accidents in a Mataram city using a structural equation model. Proceeding International Conference on Science (ICST), 2, 622-632.

Teculescu, D. (2007). Sleeping disorders and injury prevention of occupational or domestic accidents. Sante publique, 19(2), 147-152. http://doi.org/10.3917/spub.072.0147. PMid:17561736.

Tenenhaus, M., Vinzi, V. E., Chatelin, Y.-M., & Lauro, C. (2005). PLS path modeling. Computational Statistics & Data Analysis, 48(1), 159-205. http://doi.org/10.1016/j.csda.2004.03.005.

Torres, M. J., Pédrono, G., Rigou, A., Carcaillon-Bentata, L., & Beltzer, N. (2022). Identifying profiles of people aged 65 and over who fall at home and associated falling-induced injuries: The French ChuPADom study. Injury, 53(7), 2511-2518. http://doi.org/10.1016/j.injury.2022.02.021. PMid:35184820.

Tripathi, A., & Dhir, S. (2022). HRD interventions, learning agility and organizational innovation: a PLS-SEM modelling approach. The International Journal of Organizational Analysis

Vallejos, G. J. A. (2022). La calidad del servicio y su efecto en la satisfacción de los usuarios en instituciones públicas: un enfoque pls-sem, aplicado a las municipalidades de Costa Rica. Apuntes de Economía y Sociedad, 3(1), 07-24.

Villalva, J. E. (2021). Structural equation models-PLS in engineering sciences: a brief guide for researchers through a case applied to the industry. Athenea Engineering Sciences Journal, 2(4), 5-18.

Vincoli, J. W. (2024). Basic guide to system safety. John Wiley & Sons.

Wold, H. (1985). Partial least squares. In S. Kotz & N. L. Johnson (Eds.), Encyclopedia of statistical sciences (Vol. 6). New York: Wiley.

Wong, K. K.-K. (2013). Partial least squares structural equation modeling (PLS-SEM) techniques using SmartPLS. Marketing Bulletin, 24(1), 1-32.

Woolcott, J. C., Richardson, K. J., Wiens, M. O., Patel, B., Marin, J., Khan, K. M., & Marra, C. A. (2009). Meta-analysis of the impact of 9 medication classes on falls in elderly persons. Archives of Internal Medicine, 169(21), 1952-1960. http://doi.org/10.1001/archinternmed.2009.357. PMid:19933955.

Yapici, G., Kurt, A. Ö., Öner, S., Şaşmaz, T., & Buğdaycı, R. (2019). Determination of the home accident frequency and related factors among the people older than 65 years old living in Mersin City Center, Turkey. SAGE Open, 9(2), 2158244019844083. http://doi.org/10.1177/2158244019844083.

Yildiz, O. (2023). PLS-SEM bias: traditional vs consistent. Quality & Quantity, 57(Suppl 4), 537-552.

Zaara, M., Belhaj, A., Naceur, Y., Makni, C., Gharbaoui, M., Bellali, M., Zhioua, M., & Allouche, M. (2022). Patterns of unintentional fatal drowning among children in North Tunisia: a 10-year study. Revue d'Épidémiologie et de Santé Publique, 70(1), 31-37.

Zhou, M., & Shen, H. (2024). Forecasting the global burden of disease to 2050. Lancet, 403(10440), 1961-1963. http://doi.org/10.1016/S0140-6736(24)00932-2. PMid:38762312.

Zorlu, T. (2017). Interior design and ergonomics in house for elderly. Elderly Issues Research Journal, 10, 40-53.
 


Submitted date:
03/28/2024

Accepted date:
10/20/2024

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