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<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">finance</journal-id><journal-title-group><journal-title xml:lang="ru">Финансы: теория и практика/Finance: Theory and Practice</journal-title><trans-title-group xml:lang="en"><trans-title>Finance: Theory and Practice</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2587-5671</issn><issn pub-type="epub">2587-7089</issn><publisher><publisher-name>Financial University under The Government of Russian Federation</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.26794/2587-5671-2026-30-3-230-242</article-id><article-id custom-type="elpub" pub-id-type="custom">finance-4414</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>ПОВЕДЕНЧЕСКАЯ ЭКОНОМИКА</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>BEHAVIORAL ECONOMICS</subject></subj-group></article-categories><title-group><article-title>Влияние на решения сельских инвесторов инвестиционного поведения и склонности к риску</article-title><trans-title-group xml:lang="en"><trans-title>The Impact of Investment Behavior and Risk Appetite on Investment Decisions of Rural Investors</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Сингх</surname><given-names>Б.</given-names></name><name name-style="western" xml:lang="en"><surname>Singh</surname><given-names>B.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Бхавандип Сингх — научный сотрудник Школы бизнеса Миттала</p><p>Фагвара, Пенджаб</p></bio><bio xml:lang="en"><p>Bhawandeep Singh — Research Scholar at Mittal School of Business</p><p>Phagwara</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-6963-4066</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Рекха</surname><given-names>.</given-names></name><name name-style="western" xml:lang="en"><surname>Rekha</surname><given-names>.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Рекха — PhD, профессор кафедры финансов и банковского дела Школы бизнеса Миттала</p><p>Фагвара, Пенджаб</p></bio><bio xml:lang="en"><p>Rekha — PhD, Prof. in the Finance and Banking Department of Mittal School of Business</p><p>Phagwara</p></bio><email xlink:type="simple">drrekha73@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-1292-4855</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Шарма</surname><given-names>С.</given-names></name><name name-style="western" xml:lang="en"><surname>Sharma</surname><given-names>S.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Свати Шарма — PhD, доцент факультета финансов и банковского дела Школы бизнеса Миттала</p><p>Фагвара, Пенджаб</p></bio><bio xml:lang="en"><p>Swaty Sharma — PhD, Assis. Prof. in the Finance and Banking Department of Mittal School of Business</p><p>Phagwara</p></bio><email xlink:type="simple">swaty.sharma@rediffmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Профессиональный университет Лавли</institution><country>Индия</country></aff><aff xml:lang="en"><institution>Lovely Professional University</institution><country>India</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2026</year></pub-date><pub-date pub-type="epub"><day>06</day><month>06</month><year>2026</year></pub-date><volume>30</volume><issue>3</issue><fpage>230</fpage><lpage>242</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Сингх Б., Рекха .., Шарма С., 2026</copyright-statement><copyright-year>2026</copyright-year><copyright-holder xml:lang="ru">Сингх Б., Рекха .., Шарма С.</copyright-holder><copyright-holder xml:lang="en">Singh B., Rekha .., Sharma S.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://financetp.fa.ru/jour/article/view/4414">https://financetp.fa.ru/jour/article/view/4414</self-uri><abstract><p>Цель исследования — определить, как инвестиционное поведение и склонность к риску влияют на решения сельских инвесторов. Особое внимание уделяется демографическим характеристикам участников. Работа проводилась в сельских районах Индии Харьяны и Пенджаба с использованием структурированных опросников. Данные были собраны от 486 инвесторов из 22 округов Харьяны и семи округов Пенджаба. Анализ демографических характеристик проводился с помощью SPSS 26. Надежность и валидность опросника проверялись с помощью альфа-коэффициента Кронбаха, композитной надежности, дискриминантной валидности и моделирования структурными уравнениями (SEM) в Smart PLS 4. Исследование показало, что инвестиционное поведение значительно влияет на решения сельских инвесторов. Это означает, что они принимают решения, основываясь на своих потребностях, целях и опыте владения активами. Склонность к риску, напротив, оказывает незначительное влияние. Это говорит о том, что уровень склонности к риску не играет ключевой роли в инвестиционных решениях сельских инвесторов.</p></abstract><trans-abstract xml:lang="en"><p>The research aims to investigate the impact of investment behavior and risk appetite on investment decision-making for rural investors, with frequent analysis of the demographic characteristics of rural investors. The research was based on a cross-sectional research design in which the data was collected from the rural areas of Haryana and Punjab; 486 individual investors’ data was collected using structured questionnaires from all 22 districts of Haryana and seven districts of Punjab. Frequency analysis of the demographic characteristics has been performed using SPSS version 26. For testing the reliability and validity of the questionnaire, the Cronbach alpha test, Composite reliability, and Discriminant validity and hypothesis testing have been done using Structural Equation Modelling [SEM] with Smart PLS 4. The results of the study reveal that investment behavior has a significant impact on investment decision-making. This implies that rural investors make decisions based on their behavioral aspects, i. e., needs, objectives, the history of particular assets. The results also show that risk appetite does not significantly affect the decision-making process of rural investors, implying that regardless of its level, it is not the major factor in investment decision-making.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>инвестиционное поведение</kwd><kwd>склонность к риску</kwd><kwd>инвестиционные решения</kwd><kwd>сельские инвесторы</kwd><kwd>моделирование структурными уравнениями</kwd></kwd-group><kwd-group xml:lang="en"><kwd>investment behaviour</kwd><kwd>risk appetite</kwd><kwd>investment decision-making</kwd><kwd>rural investors</kwd><kwd>structural equation modelling</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Raut R. K., Kumar R., Das N. Individual investors’ intention towards SRI in India: An implementation of the theory of reasoned action. Social Responsibility Journal. 2021;17(7):877-896. DOI: 10.1108/SRJ-02-2018-0052</mixed-citation><mixed-citation xml:lang="en">Raut R. K., Kumar R., Das N. Individual investors’ intention towards SRI in India: An implementation of the theory of reasoned action. Social Responsibility Journal. 2021;17(7):877-896. DOI: 10.1108/SRJ-02-2018-0052</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Mittal S. K. Behavior biases and investment decision: Theoretical and research framework. Qualitative Research in Financial Markets. 2022;14(2):213-228. DOI: 10.1108/QRFM-09-2017-0085</mixed-citation><mixed-citation xml:lang="en">Mittal S. K. Behavior biases and investment decision: Theoretical and research framework. Qualitative Research in Financial Markets. 2022;14(2):213-228. DOI: 10.1108/QRFM-09-2017-0085</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Manocha S. , Bhullar P. S. , Gupta P. K. Exploring the determinants of investment behavior: Evidence from agrarian investor class of India. Business Perspectives and Research. 2023. DOI: 10.1177/22785337231156659</mixed-citation><mixed-citation xml:lang="en">Manocha S. , Bhullar P. S. , Gupta P. K. Exploring the determinants of investment behavior: Evidence from agrarian investor class of India. Business Perspectives and Research. 2023. DOI: 10.1177/22785337231156659</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Balon R. An explanation of generations and generational changes: Generations. The real differences between Gen Z, Millennials, Gen X, Boomers, and Silents — and what they mean for America’s future. Jean M. Twenge; Atria Books; New York; 2023; ISBN 9781982181611; p 554. Academic Psychiatry. 2024;48(3):280-282. DOI: 10.1007/s40596-023-01921-3</mixed-citation><mixed-citation xml:lang="en">Balon R. An explanation of generations and generational changes: Generations. The real differences between Gen Z, Millennials, Gen X, Boomers, and Silents — and what they mean for America’s future. Jean M. Twenge; Atria Books; New York; 2023; ISBN 9781982181611; p 554. Academic Psychiatry. 2024;48(3):280-282. DOI: 10.1007/s40596-023-01921-3</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Lokhande M. A. A study of investment awareness and patterns of savings and investments by rural investors. Indian Journal of Finance. 2015;9(7):22-31. DOI: 10.17010/ijf/2015/v9i7/72351</mixed-citation><mixed-citation xml:lang="en">Lokhande M. A. A study of investment awareness and patterns of savings and investments by rural investors. Indian Journal of Finance. 2015;9(7):22-31. DOI: 10.17010/ijf/2015/v9i7/72351</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Sussman R., Gifford R. Causality in the theory of planned behavior. Personality and Social Psychology Bulletin. 2019;45(6):920-933. DOI: 10.1177/0146167218801363</mixed-citation><mixed-citation xml:lang="en">Sussman R., Gifford R. Causality in the theory of planned behavior. Personality and Social Psychology Bulletin. 2019;45(6):920-933. DOI: 10.1177/0146167218801363</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Albarracin D., Shavitt S. Attitudes and attitude change. Annual Review of Psychology. 2018;69:299-327. DOI: 10.1146/annurev-psych-122216-011911</mixed-citation><mixed-citation xml:lang="en">Albarracin D., Shavitt S. Attitudes and attitude change. Annual Review of Psychology. 2018;69:299-327. DOI: 10.1146/annurev-psych-122216-011911</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Adil M., Singh Y., Ansari M. S. How financial literacy moderate the association between behaviour biases and investment decision? Asian Journal of Accounting Research. 2022;7(1):17-30. DOI: 10.1108/AJAR-09-2020-0086</mixed-citation><mixed-citation xml:lang="en">Adil M., Singh Y., Ansari M. S. How financial literacy moderate the association between behaviour biases and investment decision? Asian Journal of Accounting Research. 2022;7(1):17-30. DOI: 10.1108/AJAR-09-2020-0086</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Sarkar A. K., Sahu T. N. Demographic factors, awareness, perceived risk attitude and investment behaviour — A discussion. In: Sarkar A. K., Sahu T. N. Investment behaviour: Towards an individual-centred financial policy in developing economies. Bingley: Emerald Publishing Limited; 2018:9-20. DOI: 10.1108/978-1-78756-279-020181002</mixed-citation><mixed-citation xml:lang="en">Sarkar A. K., Sahu T. N. Demographic factors, awareness, perceived risk attitude and investment behaviour — A discussion. In: Sarkar A. K., Sahu T. N. Investment behaviour: Towards an individual-centred financial policy in developing economies. Bingley: Emerald Publishing Limited; 2018:9-20. DOI: 10.1108/978-1-78756-279-020181002</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Katper N. K., Azam M., Karim N. A., Zia S. Z. Behavioral biases and investors’ decision-making: The moderating role of socio-demographic variables. International Journal of Financial Engineering. 2019;6(3):19500208. DOI: 10.1142/s2424786319500208</mixed-citation><mixed-citation xml:lang="en">Katper N. K., Azam M., Karim N. A., Zia S. Z. Behavioral biases and investors’ decision-making: The moderating role of socio-demographic variables. International Journal of Financial Engineering. 2019;6(3):19500208. DOI: 10.1142/s2424786319500208</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Merter A. K., Balcıoğlu Y. S. Financial literacy and decision-making: The impact of knowledge gaps on financial outcomes. Borsa Istanbul Review. 2025;25(S1):101-108. DOI: 10.1016/j.bir.2025.07.010</mixed-citation><mixed-citation xml:lang="en">Merter A. K., Balcıoğlu Y. S. Financial literacy and decision-making: The impact of knowledge gaps on financial outcomes. Borsa Istanbul Review. 2025;25(S1):101-108. DOI: 10.1016/j.bir.2025.07.010</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Mohta A., Shunmugasundaram V. Moderating role of millennials’ financial literacy on the relationship between risk tolerance and risky investment behavior: Evidence from India. International Journal of Social Economics. 2024;51(3):422-440. DOI: 10.1108/IJSE-12-2022-0812</mixed-citation><mixed-citation xml:lang="en">Mohta A., Shunmugasundaram V. Moderating role of millennials’ financial literacy on the relationship between risk tolerance and risky investment behavior: Evidence from India. International Journal of Social Economics. 2024;51(3):422-440. DOI: 10.1108/IJSE-12-2022-0812</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Mishra M., Mishra S. Financial risk tolerance among Indian investors: A multiple discriminant modeling of determinants. Strategic Change. 2016;25(5):485-500. DOI: 10.1002/jsc.2075</mixed-citation><mixed-citation xml:lang="en">Mishra M., Mishra S. Financial risk tolerance among Indian investors: A multiple discriminant modeling of determinants. Strategic Change. 2016;25(5):485-500. DOI: 10.1002/jsc.2075</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Sharma M., Nanda S., Gupta S. A systematic review of investment confidence, risk appetite and dependence status of women. International Journal of System Assurance Engineering and Management. 2024. DOI: 10.1007/s13198-024-02295-x</mixed-citation><mixed-citation xml:lang="en">Sharma M., Nanda S., Gupta S. A systematic review of investment confidence, risk appetite and dependence status of women. International Journal of System Assurance Engineering and Management. 2024. DOI: 10.1007/s13198-024-02295-x</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Berthalia F., Mareta N., Amanda L., Julia J. Analysis of the influence of capital market level, mindset, and minimum capital on investment interest of Bangka Belitung University students with investment risk as moderating variable. International Journal of Multidisciplinary Applied Business and Education Research. 2023;4(7):2243-2254. DOI: 10.11594/ijmaber.04.07.08</mixed-citation><mixed-citation xml:lang="en">Berthalia F., Mareta N., Amanda L., Julia J. Analysis of the influence of capital market level, mindset, and minimum capital on investment interest of Bangka Belitung University students with investment risk as moderating variable. International Journal of Multidisciplinary Applied Business and Education Research. 2023;4(7):2243-2254. DOI: 10.11594/ijmaber.04.07.08</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Mundi H. S., Kumar D. The potential of alternative investments as an asset class: A thematic and bibliometric review. Qualitative Research in Financial Markets. 2022;15(1):119-141. DOI: 10.1108/QRFM-11-2021-0182</mixed-citation><mixed-citation xml:lang="en">Mundi H. S., Kumar D. The potential of alternative investments as an asset class: A thematic and bibliometric review. Qualitative Research in Financial Markets. 2022;15(1):119-141. DOI: 10.1108/QRFM-11-2021-0182</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Parsai P., Chandok A. K. The role of financial literacy in investment decision-making: A review. International Journal of Innovations in Science, Engineering and Management. 2025;4(1):296-301. DOI: 10.69968/ijisem.2025v4i1296-301</mixed-citation><mixed-citation xml:lang="en">Parsai P., Chandok A. K. The role of financial literacy in investment decision-making: A review. International Journal of Innovations in Science, Engineering and Management. 2025;4(1):296-301. DOI: 10.69968/ijisem.2025v4i1296-301</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Sun J., Pellegrini M. M., Dabić M., Wang K., Wang C. Family ownership and control as drivers for environmental, social, and governance in family firms. Review of Managerial Science. 2024;18(4):1015- 1046. DOI: 10.1007/s11846-023-00631-2</mixed-citation><mixed-citation xml:lang="en">Sun J., Pellegrini M. M., Dabić M., Wang K., Wang C. Family ownership and control as drivers for environmental, social, and governance in family firms. Review of Managerial Science. 2024;18(4):1015- 1046. DOI: 10.1007/s11846-023-00631-2</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Rahayu S. M., Worokinasih S., Damayanti C. R., et al. The road to financial resilient: Testing digital financial literacy and saving behavior. Finance: Theory and Practice. 2024;28(3):218-230. DOI: 10.26794/2587-5671-2024-28-3-218-230</mixed-citation><mixed-citation xml:lang="en">Rahayu S. M., Worokinasih S., Damayanti C. R., et al. The road to financial resilient: Testing digital financial literacy and saving behavior. Finance: Theory and Practice. 2024;28(3):218-230. DOI: 10.26794/2587-5671-2024-28-3-218-230</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Rastogi S., Gupta S. Development of scale to measure objectives-oriented investment behavior. Journal of Behavioral Finance. 2020;21(3):301-310. DOI: 10.1080/15427560.2019.1692346</mixed-citation><mixed-citation xml:lang="en">Rastogi S., Gupta S. Development of scale to measure objectives-oriented investment behavior. Journal of Behavioral Finance. 2020;21(3):301-310. DOI: 10.1080/15427560.2019.1692346</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Kannadhasan M. Retail investors’ financial risk tolerance and their risk-taking behaviour: The role of demographics as differentiating and classifying factors. IIMB Management Review. 2015;27(3):175-184. DOI: 10.1016/j.iimb.2015.06.004</mixed-citation><mixed-citation xml:lang="en">Kannadhasan M. Retail investors’ financial risk tolerance and their risk-taking behaviour: The role of demographics as differentiating and classifying factors. IIMB Management Review. 2015;27(3):175-184. DOI: 10.1016/j.iimb.2015.06.004</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Sarwar A., Afaf G. A comparison between psychological and economic factors affecting individual investor’s decision-making behavior. Cogent Business &amp; Management. 2016;3(1):1232907. DOI: 10.1080/23311975.2016.1232907</mixed-citation><mixed-citation xml:lang="en">Sarwar A., Afaf G. A comparison between psychological and economic factors affecting individual investor’s decision-making behavior. Cogent Business &amp; Management. 2016;3(1):1232907. DOI: 10.1080/23311975.2016.1232907</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Thakkar J. J. Structural equation modelling: Application for research and practice. Singapore: Springer; 2020. 140 p. (Studies in systems, decision and control. Vol. 285). DOI: 10.1007/978-981-15-3793-6</mixed-citation><mixed-citation xml:lang="en">Thakkar J. J. Structural equation modelling: Application for research and practice. Singapore: Springer; 2020. 140 p. (Studies in systems, decision and control. Vol. 285). DOI: 10.1007/978-981-15-3793-6</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Marinelli N., Mazzoli C., Palmucci F. How does gender really affect investment behavior? Economics Letters. 2017;151:58-61. DOI: 10.1016/j.econlet.2016.12.006</mixed-citation><mixed-citation xml:lang="en">Marinelli N., Mazzoli C., Palmucci F. How does gender really affect investment behavior? Economics Letters. 2017;151:58-61. DOI: 10.1016/j.econlet.2016.12.006</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Charles M. A., Kasilingam D. R. Does the investor’s age influence their investment behaviour? Paradigm. 2013;17(1-2):11-24. DOI: 10.1177/0971890720130103</mixed-citation><mixed-citation xml:lang="en">Charles M. A., Kasilingam D. R. Does the investor’s age influence their investment behaviour? Paradigm. 2013;17(1-2):11-24. DOI: 10.1177/0971890720130103</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Hair J. F., Jr., Sarstedt M., Matthews L. M., Ringle C. M. Identifying and treating unobserved heterogeneity with FIMIX-PLS: Part I — method. European Business Review. 2016;28(1):63-76. DOI: 10.1108/EBR-09-2015-0094</mixed-citation><mixed-citation xml:lang="en">Hair J. F., Jr., Sarstedt M., Matthews L. M., Ringle C. M. Identifying and treating unobserved heterogeneity with FIMIX-PLS: Part I — method. European Business Review. 2016;28(1):63-76. DOI: 10.1108/EBR-09-2015-0094</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Hair J. F., Ringle C. M., Sarstedt M. PLS-SEM: Indeed a silver bullet. Journal of Marketing Theory and Practice. 2011;19(2):139-152. DOI: 10.2753/MTP1069-6679190202</mixed-citation><mixed-citation xml:lang="en">Hair J. F., Ringle C. M., Sarstedt M. PLS-SEM: Indeed a silver bullet. Journal of Marketing Theory and Practice. 2011;19(2):139-152. DOI: 10.2753/MTP1069-6679190202</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Ab Hamid M. R., Sami W., Mohmad Sidek M. H. Discriminant validity assessment: Use of Fornell &amp; Larcker criterion versus HTMT criterion. Journal of Physics: Conference Series. 2017;890:012163. DOI: 10.1088/1742-6596/890/1/012163</mixed-citation><mixed-citation xml:lang="en">Ab Hamid M. R., Sami W., Mohmad Sidek M. H. Discriminant validity assessment: Use of Fornell &amp; Larcker criterion versus HTMT criterion. Journal of Physics: Conference Series. 2017;890:012163. DOI: 10.1088/1742-6596/890/1/012163</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Hair J. F., Risher J. J., Sarstedt M., Ringle C. M. When to use and how to report the results of PLS-SEM. European Business Review. 2019;31(1):2-24. DOI: 10.1108/EBR-11-2018-0203</mixed-citation><mixed-citation xml:lang="en">Hair J. F., Risher J. J., Sarstedt M., Ringle C. M. When to use and how to report the results of PLS-SEM. European Business Review. 2019;31(1):2-24. DOI: 10.1108/EBR-11-2018-0203</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Mak M. K., Ip W. H. An exploratory study of investment behaviour of investors. International Journal of Engineering Business Management. 2017. DOI: 10.1177/1847979017711520</mixed-citation><mixed-citation xml:lang="en">Mak M. K., Ip W. H. An exploratory study of investment behaviour of investors. International Journal of Engineering Business Management. 2017. DOI: 10.1177/1847979017711520</mixed-citation></citation-alternatives></ref><ref id="cit31"><label>31</label><citation-alternatives><mixed-citation xml:lang="ru">Ratnawati K. Decoding the mind of investors: A systematic literature review on investment decisionmaking. Finance: Theory and Practice. 2026;30(1):228-241. DOI: 10.26794/2587-5671-2026-30-1-228-241</mixed-citation><mixed-citation xml:lang="en">Ratnawati K. Decoding the mind of investors: A systematic literature review on investment decisionmaking. Finance: Theory and Practice. 2026;30(1):228-241. DOI: 10.26794/2587-5671-2026-30-1-228-241</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
