Abstract
This study identifies how investors’ confidence and information gathering ability affect their decision making by using the investment theory on crystallized and fluid intelligences. We adopt the Rasch model to analyze latent and unobservable factors that cause difficulties in investment participation for investors in Taiwan. These investors are more confident in technical analysis but less confident in trading regulations. Further, they find media and professional sources difficult to trust, but professional advice is very accessible. Lower income significantly influences investors’ confidence and their information-gathering ability just as youth significantly contributes to more confidence. But gender and maturity significantly contribute to factors that concern their information gathering ability. Regional demographic differences show variations in decision making regarding investment preferences, while increasing income encourages investment diversification through multiple decisions. This study identifies a strong correlation between investors’ confidence and their information gathering ability, thus indicating that investors’ confidence enhances the development of the ability to gather investment information.
Similar content being viewed by others
Notes
The currency in Taiwan is the New Taiwan Dollar and abbreviated as “NT$”. The exchange rate between New Taiwan Dollar and U Dollar is about NT$30: US$1 as of May 30, 2012. A mean monthly income of NT$38,560, therefore, equals US$1,285.
To compare each respondent’s reaction in different dimensions, the relationship of different dimensions can be examined (Ghanem et al. 2010; Gorter et al. 2009). The Spearman correlation coefficient is used to determine whether the correlation between different outcome measures exists (Hawthorne et al. 2011).
References
Bailey JJ, Nofsinger JR, O’Neill M (2003) A review of major influences on employee retirement investment decisions. J Financ Serv Res 23(2):149–165
Barber B, Odean T (2001) Boys will be boys: gender, overconfidence, and common stock investment. Q J Econ 116(1):261–292
Benartzi S, Thaler R (2002) How much is investor autonomy worth? J Financ 57(4):1593–1616
Bezruczko N, Linacre J (2005) Rasch measurement in health sciences. JAM Press, Minnesota
Bijmolt THA, Paas LT, Vermunt JK (2004) Country and consumer segmentation: multi-level latent class analysis of financial product ownership. Int J Res Market 21(4):323–340
Bogan V (2008) Stock market participation and the internet. J Financ Quant Anal 43(1):191–212
Bond T (2004) Validity and assessment: a Rasch measurement perspective. Metodo Ciencias Comportamiento 5(2):179–194
Bond T, Fox C (2001) Applying the rasch model – fundamental measurement in the human sciences. Lawrence Erlbaum Associates, London
Campbell J (2006) Household finance. J Financ 61(4):1553–1604
Capon N, Fitzsimons GJ, Prince RA (1996) An individual level analysis of the mutual fund investment decision. J Financ Serv Res 10(1):59–82
Cattell RB (1971) Abilities: their structure, growth, and action. Houghton Mifflin, Boston
Cesarini D, Johannesson M, Lichtenstein P, Sandewall O, Wallace B (2010) Genetic variation in financial decision-making. J Financ 65(5):1725–1754
Chamorro-Premuzic T, Furnham A, Ackerman PL (2005) The relationship between personality traits, subjectively-assessed and fluid intelligence. Pers Individ Differ 38(7):1517–1528
Cheng YF, Lai YC (2005) Wealth management and investor asset management needs – a study on Kaohsiung Investors. Money Markets – Bimon Rev 9(6):1–24 (in Mandarin)
Clark-Murphy M, Soutar GN (2004) What individual investors value: some Australian evidence. J Econ Psychol 25(4):539–555
Cohn RA, Lewellen WG, Lease RC, Schlarbaum GG (1975) Individual investor risk aversion and investment portfolio composition. J Financ 30(2):605–620
Conrad KJ, Matters MD, Luchins DJ, Hanrahan P, Quasius DL, Lutz G (2006) Development of a money mismanagement measure and cross-validation due to suspected range restriction. J Appl Meas 7(2):1–19
Díaz A (2009) Retail investors and the trading of treasury securities. J Financ Serv Res 36:45–63
Dorn D, Huberman G (2005) Talk and action: what individual investors say and what they do. Rev Financ 9:437–481
Dorn D, Huberman G (2010) Preferred risk habitat of individual investors. J Financ Econ 97(1):155–173
Drehmer DE, Belohlav JA, Coye RW (2000) An exploration of employee participation using a scaling approach. Group Organ Manag 25(4):397–418
Duncan PW, Bode RK, Min SM, Perera S (2003) Rasch analysis of a new stroke-specific outcome scale: the stroke impact scale. Arch Phys Med Rehabil 84(7):950–963
Ewing MT, Salzberger T, Sinkovics RR (2005) An alternate approach to assessing cross-cultural measurement equivalence in advertising research. J Advert 34(1):17–36
Facon B (2008) How does the strength of the relationships between cognitive abilities evolve over the life span for low-IQ vs high-IQ adults? Intelligence 36(4):339–349
Fisher WP Jr (2009) Invariance and traceability for measure of human, social, and natural capital: theory and application. Measure 42(9):1278–1287
Franchignoni F, Giordano A, Sartorio F, Vercelli S, Pascariello B, Ferriero G (2010) Suggestions for refinement of the disabilities of the arm, shoulder and hand outcome measure (DASH): a factor analysis and Rasch validation study. Arch Phys Med Rehabil 91(9):1370–1377
Ganglmair A, Lawson R (2003) Measuring affective response to consumption using Rasch modeling. J Consum Satisf Dissatisf Complain Behav 16:198–210
Garamendi E, Pesudovs K, Stevens MJ, Elliott DB (2006) The refractive status and vision profile: evaluation of psychometric properties and comparison of Rasch and summated Likert-scaling. Vis Res 46(11):1375–1383
Ghanem E, Pawasarat I, Lindsay A, May L, Azzam K, Joshi A, Parvizi J (2010) Limitations of knee society score in evaluating outcomes following revision total knee arthroplasty. J Bone Joint Surg 92(14):2445–2451
Glaser M, Weber M (2007) Overconfidence and trading volume. Geneva Risk Insur Rev 32:1–26
Glaser M, Weber M (2009) Which past returns affect trading volume? J Financ Markets 12(1):1–31
Goetzmann WN, Kumar A (2008) Equity portfolio diversification. Rev Financ 12:433–463
Gomes F, Michaelides A (2005) Optimal life-cycle asset allocation: understanding the empirical evidence. J Financ 60(2):869–904
Grinblatt M, Keloharju M (2009) Sensation seeking, overconfidence, and trading activity. J Financ 64(2):549–577
Gorter JW, Verschuren O, Riel LV, Ketelaar M (2009) The relationship between spasticity in young children (18 months of age) with cerebral palsy and their gross motor function development. BMC Musculoskelet Disord 10(1):108–116
Ham H, Kleiner MM (2007) Do industrial relations institutions influence foreign direct investment? Evidence from OECD Nations. Ind Relat 46(2):305–328
Hawthorne G, Kaye AH, Gruen R, Houseman D, Bauer I (2011) Traumatic brain injury and quality of life: initial Australian validation of the QOLIBRI. J Clin Neurosci 18(2):197–202
Heesch KC, Masse LC, Dunn AL (2006) Using Rasch modeling to re-evaluate three scales related to physical activity: enjoyment, perceived benefits and perceived barriers. Health Edu Res 21(Supplement 1):i58–i72
Hoffmann AOI, Broekhuizen TLJ (2010) Understanding investors’ decisions to purchase innovative products: drivers of adoption timing and range. Int J Res Market 27(4):342–355
Hong H, Kubik JD, Stein JC (2004) Social interaction and stock-market participation. J Financ 59(1):137–163
Jackson TR, Draugalis JR, Slack MK, Zachry WM, D’Agostino J (2002) Validation of authentic performance assessment: a process suited for Rasch modeling. Am J Pharm Edu 66(3):233–243
Kahler CW, Strong DR (2006) A Rasch model analysis of DSM-IV alcohol abuse and dependence items in the national epidemiological survey on alcohol and related conditions. Alcohol: Clin Exp Res 30(7):1165–1175
Koehler JJ, Mercer M (2009) Selection neglect in mutual fund advertisements. Manag Sci 55(7):1107–1121
Lease RC, Wilburg GL, Schlarbaum GG (1974) The individual investor: attributes and attitudes. J Financ 29(2):413–433
Liang CJ, Wang WH (2007) The behavioural sequence of the financial services industry in Taiwan: service quality, relationship quality and behavioural loyalty. Serv Ind J 26(2):119–145
Linacre J (2006) Winsteps. Rasch measurement computer program. Chicago: winsteps.com. http://www.winsteps.com/winman/index.htm (available 9th October 2006.)
Linacre JM, Wright BD (1994) Chi-square fit statistics. Rasch Meas Trans 8(1):350
Loibl C, Hira TK (2009) Investor information search. J Econ Psychol 30(1):24–41
Massof RW, Fletcher DC (2001) Evaluation of the NEI visual functioning questionnaire as an interval measure of visual ability in low vision. Vis Res 41(3):397–413
Masters GN (1982) A Rasch model for partial credit scoring. Psychom 47(2):149–174
Moral FJ, Alvarez P, Canito JL (2006) Mapping and hazard assessment of atmospheric pollution in a medium sized urban area using the Rasch model and geostatistics techniques. Atmos Environ 40(8):1408–1418
Nofsinger JR (2001) The impact of public information on investors. J Bank Financ 25(7):1339–1366
Oreja-Rodríguez JR, Yanes-Estevez V (2007) Perceived environmental uncertainty in tourism: a new approach using the Rasch model. Tour Manag 28(6):1450–1463
Pallant JF, Tennant A (2007) An introduction to the Rasch measurement model: an example using the Hospital Anxiety and Depression Scale (HADS). Br J Clin Psychol 46(1):1–18
Pellinen A, Tormakangas K, Uusitalo O, Raijas A (2011) Measuring the financial capability of investors. Int J Bank Market 29(2):107–133
Pickard AS, Dalal MR, Bushnell DM (2006) A comparison of depressive symptoms in stroke and primary care; applying Rasch models to evaluate the center for epidemiologic studies-depression scale. Value Health 9(1):59–64
Plath DA, Stevenson TH (2005) Financial services consumption behavior across Hispanic American consumers. J Bus Res 58(8):1089–1099
Primi R, Ferrão ME, Almeida LS (2010) Fluid intelligence as a predictor of learning: a longitudinal multilevel approach applied to math. Learn Individ Differ 20(5):446–451
Radcliffe CR (1990) Investment: concepts, analysis and strategy (3rd ed.).
Rapp T, Aubert N (2011) Bank employee incentives and stock purchase plans participation. J Financ Serv Res 40:185–203
Rasch G (1960) Probabilistic models for some intelligence and attainment tests. University of Chicago Press, Chicago
Schlarbaum GG, Lewellen WG, Lease RC (1978) The common-stock portfolio performance record of individual investors: 1964-70. J Financ 33(2):429–441
Schweizer K, Koch W (2002) A revision of Cattell’s Investment Theory: cognitive properties influencing learning. Learn Individ Differ 13(1):57–82
Sierminska E, Brandolini A, Smeeding TM (2006) The Luxembourg wealth study – a cross-country comparable database for household wealth research. J Econ Inequal 4:375–383
Slovic P (1972) Psychological study of human judgment: implications for investment decision making. J Financ 27(4):779–799
Smith EV Jr, Smith RM (2004) Introduction to Rasch measurement – theory, models and applications. JAM Press, Minnesota
Soutar GN, Cornish-Ward SP (1997) Ownership patterns for durable goods and financial assets: a Rasch analysis. Appl Econ 29(7):903–911
Tesio L (2003) Measuring behaviours and perceptions: Rasch analysis as a tool for rehabilitation research. J Rehabil Med 35(3):105–115
Wang HC, Pallister JG, Foxall GR (2006) Innovativeness and involvement as determinants of website loyalty: III. Theoretical and managerial contributions. Technovation 26(12):1374–1383
Wright BD (1996) Reliability and separation. Rasch Meas Trans 9(4):472
Yang AS (2009a) Exploring adoption difficulties in mobile banking services. Can J Adm Sci 26(2):136–149
Yang AS (2009b) Joint production in banking industry. Indian J Financ 3(6):45–55
Acknowledgments
The author is grateful to Haluk Ünal (the Editor-in-Chief), David K. Musto (the editor) and an anonymous referee for their helpful comments and suggestions that have significantly improved this paper. The author thanks the National Science Council (NSC) of Taiwan, ROC, for financially supporting this research under the grant NSC97-2410-H-006-094-SSS.
Author information
Authors and Affiliations
Corresponding author
Appendix
Appendix
Rights and permissions
About this article
Cite this article
Yang, A.S. Decision Making for Individual Investors: A Measurement of Latent Difficulties. J Financ Serv Res 44, 303–329 (2013). https://doi.org/10.1007/s10693-012-0144-0
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10693-012-0144-0