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Understanding financial behavior What do social studies of finance bring to the table? Alex Preda, King’s College London

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Page 1: What do social studies of finance bring to the table?iecbrazil.com.br/media/Apresentacoes/2018/5 - Alex Preda.pdf · Investors who use social media very intensely… Tend to stay

Understanding financial behavior What do social studies of finance bring to the table?

Alex Preda, King’s College London

Page 2: What do social studies of finance bring to the table?iecbrazil.com.br/media/Apresentacoes/2018/5 - Alex Preda.pdf · Investors who use social media very intensely… Tend to stay

Over the past few years, we have seen▪ An increased interest of behavioral finance in social interactions—Hirschleifer

2017 on social finance

▪ Investigations of large datasets of social interactions from trading and their effects

on trading decisions (e.g., Heimer 2014, 2016; Altshuler, Pentland and Gordon

2015)

▪ This opens up the possibility of a dialogue between behavioral finance and social

studies of finance

Page 3: What do social studies of finance bring to the table?iecbrazil.com.br/media/Apresentacoes/2018/5 - Alex Preda.pdf · Investors who use social media very intensely… Tend to stay

Where do we start this dialogue?▪ Decisions are interactive processes—they are not supported only by individual

cognitive elements, but are made in social interactions

▪ Social interactions matter

▪ In financial markets, social interactions are mediated by technology

▪ But transactions are mediated by technology too

Page 4: What do social studies of finance bring to the table?iecbrazil.com.br/media/Apresentacoes/2018/5 - Alex Preda.pdf · Investors who use social media very intensely… Tend to stay

Take one example:

Page 5: What do social studies of finance bring to the table?iecbrazil.com.br/media/Apresentacoes/2018/5 - Alex Preda.pdf · Investors who use social media very intensely… Tend to stay

Take another example: Moneybox

Page 6: What do social studies of finance bring to the table?iecbrazil.com.br/media/Apresentacoes/2018/5 - Alex Preda.pdf · Investors who use social media very intensely… Tend to stay

Average investment on Moneybox:▪ £20/ week

▪ 125,000 users

▪ Annual cumulated investments: £130,000,000

Page 7: What do social studies of finance bring to the table?iecbrazil.com.br/media/Apresentacoes/2018/5 - Alex Preda.pdf · Investors who use social media very intensely… Tend to stay

Take yet another example

Page 8: What do social studies of finance bring to the table?iecbrazil.com.br/media/Apresentacoes/2018/5 - Alex Preda.pdf · Investors who use social media very intensely… Tend to stay

eToro

▪8 million users worldwide in 200 countries

▪Integrates dedicated social media with financial trading

▪Participants see each other’s actions

▪Participants are ranked according to their financial

performance and see each other’s performance

▪Participants communicate with each other in real time

Page 9: What do social studies of finance bring to the table?iecbrazil.com.br/media/Apresentacoes/2018/5 - Alex Preda.pdf · Investors who use social media very intensely… Tend to stay

What do we see here?▪ An increased integration of social media with platforms for conducting financial

transactions

▪ The emergence of dedicated social media for financial transactions across

markets: currencies, commodities, equities, cryptocurrencies

▪Near-total transparency of transactions—a scopic transactions

system

Page 10: What do social studies of finance bring to the table?iecbrazil.com.br/media/Apresentacoes/2018/5 - Alex Preda.pdf · Investors who use social media very intensely… Tend to stay

The question is:▪ Does the use of social media in financial transactions change decision-

making and behavior?

▪ We know that the use of social media changes:

▪ Dating behavior

▪ Political behavior

▪ So… what about financial behavior?

Page 11: What do social studies of finance bring to the table?iecbrazil.com.br/media/Apresentacoes/2018/5 - Alex Preda.pdf · Investors who use social media very intensely… Tend to stay

How do we go about this question?▪ Analysis of large datasets from social trading networks

▪ Two platforms:

▪ 77,000 traders, 3 million transactions over 18 months

▪ 4,200 traders, 1 million transactions over 18 months

▪ (Gemayel and Preda 2017, 2018; Tong, Preda and McFaull 2018)

▪ We compare with transactions sets without social media

▪ Control for same period of time and assets

Page 12: What do social studies of finance bring to the table?iecbrazil.com.br/media/Apresentacoes/2018/5 - Alex Preda.pdf · Investors who use social media very intensely… Tend to stay

We look for▪ Survival in the market—how long do traders stay in the market if they use

social media?

▪ Herding—do they imitate each other more, or not, compared with traders

who do not use social media?

▪ Disposition effect—do they liquidate assets earlier and keep losers in their

porfolios for longer, compared with traders who do no use social media?

Page 13: What do social studies of finance bring to the table?iecbrazil.com.br/media/Apresentacoes/2018/5 - Alex Preda.pdf · Investors who use social media very intensely… Tend to stay
Page 14: What do social studies of finance bring to the table?iecbrazil.com.br/media/Apresentacoes/2018/5 - Alex Preda.pdf · Investors who use social media very intensely… Tend to stay
Page 15: What do social studies of finance bring to the table?iecbrazil.com.br/media/Apresentacoes/2018/5 - Alex Preda.pdf · Investors who use social media very intensely… Tend to stay

Findings

Page 16: What do social studies of finance bring to the table?iecbrazil.com.br/media/Apresentacoes/2018/5 - Alex Preda.pdf · Investors who use social media very intensely… Tend to stay
Page 17: What do social studies of finance bring to the table?iecbrazil.com.br/media/Apresentacoes/2018/5 - Alex Preda.pdf · Investors who use social media very intensely… Tend to stay

Investors who use social media very

intensely…▪ Tend to stay longer in the market, and have higher cumulative losses

▪ This is puzzling? Why?

▪ One possible explanation: investors might see losses as the cost of being sociable

▪ Implications for regulators: how to regulate the use of social

media in financial transactions, if they lead to more losses?

Page 18: What do social studies of finance bring to the table?iecbrazil.com.br/media/Apresentacoes/2018/5 - Alex Preda.pdf · Investors who use social media very intensely… Tend to stay

Other findings:▪ Herding levels among traders who use social media are:

▪ Higher and much more persistent in time, compared with herding among traders

who do not use social media

▪ Puzzle: why is herding so persistent?

▪ This can have implications with respect to market volatility

Page 19: What do social studies of finance bring to the table?iecbrazil.com.br/media/Apresentacoes/2018/5 - Alex Preda.pdf · Investors who use social media very intensely… Tend to stay

Other findings:▪ Disposition effect is lower for traders who use social media

▪ This means: losses tend to be liquidated quicker, compared with traders who do

not use social media

▪ Why? This is an effect of the scopic system (permanent reciprocal observation)

Page 20: What do social studies of finance bring to the table?iecbrazil.com.br/media/Apresentacoes/2018/5 - Alex Preda.pdf · Investors who use social media very intensely… Tend to stay

Overall:▪ The integration of social media with trading changes behavior and decision-making

▪ Financial markets are not immune to behavioral modifications induced by the use

of social media

▪Not all effects are positive!

Page 21: What do social studies of finance bring to the table?iecbrazil.com.br/media/Apresentacoes/2018/5 - Alex Preda.pdf · Investors who use social media very intensely… Tend to stay

Implications for regulators▪ The integration of social media with trading is currently not regulated

▪ Yet we see:

▪ more cumulated losses

▪ very persistent herding

▪ social media have different features with different behavioral effects

▪How do we approach regulatory interventions?

Page 22: What do social studies of finance bring to the table?iecbrazil.com.br/media/Apresentacoes/2018/5 - Alex Preda.pdf · Investors who use social media very intensely… Tend to stay

Thank you