Behavioural bias questions mapped to the latent variable
| Question | Options | Latent variable | Question inspired from |
|---|---|---|---|
| b1. Stock 'A' fell by 25% based on negative news, your investment is in deep red. You continue to hold the stock, in the hope that it will bounce back | a) Strongly Agree b) Agree c) Neutral d) Disagree e) Strongly disagree | Disposition bias/Overconfidence bias | As per Kaustia (2018), a propensity to sell a stock remains constant over a wide range of losses. This is in line with prospect theory's prediction that propensity to sell a stock reduces as the price moves away from the purchase price in either direction |
| b2. Your stock 'B' was bought with the intent of gaining x% returns. You have hit the target and happily exit your holding, despite favourable news around the stock | a) Strongly Agree b) Agree c) Neutral d) Disagree e) Strongly disagree | Disposition bias/Overconfidence bias | |
| b3. There is negative news around stock 'A', which was bought after intense research. You ignore the news since you have complete faith in your research | a) Strongly Agree b) Agree c) Neutral d) Disagree e) Strongly disagree | Anchoring bias | Psychology states that individual's judgement relies heavily on information to which they have been previously exposed. Investor's often based their future investment decisions on preceding price information (Robin and Angelina, 2020) |
| b4. You have assessed stock 'B' to be undesirable for your portfolio, however, a trusted source indicates that the stock could see a sharp upside. You have faith in your research, you ignore the news | a) Strongly Agree b) Agree c) Neutral d) Disagree e) Strongly disagree | Anchoring bias | |
| b5. If the 2008 market crash were to repeat, you would not panic and continue to hold your stocks. You believe markets will rebound like in previous times | a) Strongly Agree b) Agree c) Neutral d) Disagree e) Strongly disagree | Experiential bias | The theory of experiential learning states that future choices are influenced by past experiences. Individuals tend to reinforce past choices with positive rewards and discount past options with negative rewards (March, 1996) |
| b6. The market correction during the current pandemic was similar to the market crash in 2008 and 1992. Do you agree? | a) Strongly Agree b) Agree c) Neutral d) Disagree e) Strongly disagree | Experiential bias | |
| b7. Markets are scaling new highs and are overvalued, one could expect a sharp correction in the near future. Do you agree? | a) Strongly Agree b) Agree c) Neutral d) Disagree e) Strongly disagree | Loss aversion bias | Psychologically losses are two times more influential in decision making than gains. There is no standard definition of loss aversion, hence leading to multiple interpretations (Abdellaoui et al., 2007; Ainia and Lutfi, 2018) |
| b8. Midcap stocks can be rewarding, but there are chances of losing capital as well. Do you agree? | a) Strongly Agree b) Agree c) Neutral d) Disagree e) Strongly disagree | Loss aversion bias | |
| b9. I would rather invest in the bigger names in the industry – TATA, Reliance, Tier I IT companies etc., than invest in unknown names. To what extent do you agree? | a) Strongly Agree b) Agree c) Neutral d) Disagree e) Strongly disagree | Familiarity bias/Experiential bias | Individuals on an average have more confidence in home-grown and familiar stocks than unknown/foreign stocks. Competence and expertise may be a trait that influences this bias (Kilka and Weber, 2010) |
| b10. Sources seem to indicate that 'Y' sector is likely to flourish in near future. It only makes sense to buy 'Y' sector | a) Strongly Agree b) Agree c) Neutral d) Disagree e) Strongly disagree | Herding | A more realistic risk perception is attributed to less herding behaviour and lower loss aversion. Herding also has a mediating effect on the confidence level of investors (Lin, 2012) |
| Question | Options | Latent variable | Question inspired from |
|---|---|---|---|
| b1. Stock 'A' fell by 25% based on negative news, your investment is in deep red. You continue to hold the stock, in the hope that it will bounce back | a) Strongly Agree | Disposition bias/Overconfidence bias | As per |
| b2. Your stock 'B' was bought with the intent of gaining x% returns. You have hit the target and happily exit your holding, despite favourable news around the stock | a) Strongly Agree | Disposition bias/Overconfidence bias | |
| b3. There is negative news around stock 'A', which was bought after intense research. You ignore the news since you have complete faith in your research | a) Strongly Agree | Anchoring bias | Psychology states that individual's judgement relies heavily on information to which they have been previously exposed. Investor's often based their future investment decisions on preceding price information ( |
| b4. You have assessed stock 'B' to be undesirable for your portfolio, however, a trusted source indicates that the stock could see a sharp upside. You have faith in your research, you ignore the news | a) Strongly Agree | Anchoring bias | |
| b5. If the 2008 market crash were to repeat, you would not panic and continue to hold your stocks. You believe markets will rebound like in previous times | a) Strongly Agree | Experiential bias | The theory of experiential learning states that future choices are influenced by past experiences. Individuals tend to reinforce past choices with positive rewards and discount past options with negative rewards ( |
| b6. The market correction during the current pandemic was similar to the market crash in 2008 and 1992. Do you agree? | a) Strongly Agree | Experiential bias | |
| b7. Markets are scaling new highs and are overvalued, one could expect a sharp correction in the near future. Do you agree? | a) Strongly Agree | Loss aversion bias | Psychologically losses are two times more influential in decision making than gains. There is no standard definition of loss aversion, hence leading to multiple interpretations ( |
| b8. Midcap stocks can be rewarding, but there are chances of losing capital as well. Do you agree? | a) Strongly Agree | Loss aversion bias | |
| b9. I would rather invest in the bigger names in the industry – TATA, Reliance, Tier I IT companies etc., than invest in unknown names. To what extent do you agree? | a) Strongly Agree | Familiarity bias/Experiential bias | Individuals on an average have more confidence in home-grown and familiar stocks than unknown/foreign stocks. Competence and expertise may be a trait that influences this bias ( |
| b10. Sources seem to indicate that 'Y' sector is likely to flourish in near future. It only makes sense to buy 'Y' sector | a) Strongly Agree | Herding | A more realistic risk perception is attributed to less herding behaviour and lower loss aversion. Herding also has a mediating effect on the confidence level of investors ( |
Source(s): Compiled by authors by consulting various sources