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심리적 가격장벽과 단기수익률반전에 관한 실증적 연구

원문정보

An Empirical Study on the Psychological Price Barrier and Short-Term Return Reversal

김소명, 옥기율

한국재무학회 재무연구 제36권 제4호 2023.11 pp.117-149
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초록

영어

This study analyzes the relationship between the psychological price barrier of investors and the phenomenon of short-term return reversal in the Korean stock market. The short-term return reversal phenomenon is an unexplained anomaly in finance. It is usually measured using returns from one month ago. Jegadeesh (1990) and Lehmann (1990) suggest that short-term return reversal may occur due to factors like illiquidity or investors' overreactions. Behavioral finance posits that individual investors are irrational and tend to overreact to private information. Kahneman and Tversky (1979) introduce the concept of the anchor effect, wherein investors rely on reference points for decision-making, similar to a ship anchored and unable to move beyond the length of its anchor line. In the context of behavioral finance, the 52-week highest price serves as a reference point, inducing irrational behavior among investors. Investors treat the 52-week highest price as a psychological barrier, and when stock prices approach this level, they become excessively pessimistic about the asset's prospects. On the other hand, when stock prices are distant from the 52-week highest price, investors tend to hold optimistic views, anticipating that the asset's price will rise. We believe that the psychological price barrier influences investor trading behavior and has a significant impact from a liquidity supply perspective. Therefore, this study builds on prior research to investigate how investor trading behavior and overreactions affect short-term return reversal. It hypothesizes that the 52-week highest price acts as a psychological price barrier, leading to specific expectations. Investors tend to be overly pessimistic about stocks trading near this barrier, hesitating to purchase them. The overreactions of these pessimistic investors do not significantly impact stock returns. In contrast, when stock prices deviate from the 52-week highest price, investors become optimistic, anticipating potential price increases, leading to temporarily overvalued stocks with lower future returns. The study employs common stocks listed on the Korea Exchange (KRX) and the KOSDAQ market from January 2000 to June 2022, with research data obtained from DataGuide. The analysis period starts in January 2000, considering that investor-specific net purchase quantity data is available from January 1999. We conduct empirical analysis using double-sorted portfolio analysis, Fama and Macbeth cross-sectional regression analysis, and triple-sorted portfolio analysis. We use the inverse of the 52-week highest price as the psychological price barrier and consider it based on the month t-1. The reason for using the t-1 month's psychological price barrier is to alleviate concerns that it might have similar effects to short-term return reversal. Also, it's assumed that there is a one-month lag for information about the psychological price barrier to flow into the market and influence investor behavior. Short-term return reversal represents the stock returns in month t. The main findings are as follows: First, the 52-week high's psychological price barrier significantly influences short-term return reversal. The further stock prices are from this barrier, the more pronounced the short-term return reversal becomes. Conversely, when stock prices are close to the 52-week high, the influence of short-term return reversal diminishes. This indicates that the psychological price barrier alters investor trading behavior, leading to overreactions and short-term return reversal. Second, utilizing cross-sectional regression analysis, the study controls for firm-specific factors and reaffirms the impact of the psychological price barrier on stock returns and short-term return reversal. Stocks positioned far from the psychological price barrier exhibit a strong and significant short-term return reversal effect. Additionally, the interaction of psychological price variables and previous month returns shows a significant negative predictive power on stock returns. Third, the study investigates factors that enhance the relationship between the psychological price barrier and short-term return reversal. Prior research highlights that idiosyncratic volatility, lottery-like stocks, and unrealized capital gains overhang play a crucial role in this relationship. Triple-sorted portfolio analysis shows that stocks with idiosyncratic volatility, lottery-like stocks, and unrealized capital losses demonstrate more pronounced changes in investor trading behavior due to the psychological price barrier. This results in a significant short-term return reversal effect due to investor overreactions. In conclusion, the research emphasizes how the psychological price barrier influences investor trading behavior and contributes to short-term return reversal in the Korean stock market. This sheds light on the impact of investor irrationality on the anomaly of short-term return reversal, offering valuable insights for related fields.

한국어

본 연구는 주식시장의 이상현상인 단기수익률반전과 투자자의 심리적 가격장벽의 관 계를 분석한다. 2000년 1월부터 2022년 6월까지 유가증권시장과 코스닥시장에 상장 된 주식을 대상으로 투자자의 심리적 가격장벽이 단기수익률반전에 미치는 영향을 조사한다. 주요 결과는 다음과 같다. 첫째, 심리적 가격장벽이 투자자의 거래행태에 영향을 미쳐 과잉반응을 야기하고 단기수익률반전으로 이어진다. 한국 주식시장에서 심리적 가격장벽에 영향을 받는 투자자는 개인투자자이며, 순매수수량은 심리적 가격 장벽에서 현재 주식가격이 가까울수록 음의 값을 가지며, 멀수록 양의 값을 가진다. 둘째, 심리적 가격장벽에서 현재 주식가격이 멀수록 단기수익률반전이 뚜렷하게 난다 는 증거를 통해 투자자의 과잉반응으로 인해 단기수익률반전이 야기됨을 나타낸다. 투자자는 심리적 가격장벽으로부터 현재 주식가격이 멀리 위치한 경우 해당 자산가격 의 전망에 대해 낙관적인 태도를 가지며, 주식가격이 상승할 것이라는 기대를 가진다. 이는 투자자의 매입수요 증가로 이어지며 자산가격은 상승한다. 과대평가된 자산가격 은 낮은 미래수익률을 가져 단기수익률반전이 발생한다. 셋째, 고유변동성, 복권성향 주식, 미실현자본이익이 심리적 가격장벽과 단기수익률반전간의 관계를 고조시킨다. 고유변동성이 높고, 복권성향의 주식이며, 미실현 자본손실을 경험한 자산에서 심리 적 가격장벽에 의한 투자자의 과잉반응이 강하게 나타난다.

목차

요약
Abstract
Ⅰ. 서론
Ⅱ. 주요변수 및 연구자료
1. 심리적 가격 장벽
2. 주요변수
3. 연구자료
Ⅲ. 실증결과
1. 단변량 포트폴리오 분석
2. 심리적 가격장벽과 단기수익률반전
3. Fama and Macbeth 횡단면 회귀분석
Ⅳ. 심리적 가격장벽과 단기수익률반전의 관계를 고조시키는 요인
1. 고유변동성 (idiosyncratic volatility)
2. 복권성향 주식(the maximum daily return)
3. 미실현 자본이익(capital gains overhang)
Ⅴ. 결론
References
부록

저자정보

  • 김소명 Somyung Kim. 부산대학교 경영연구원 연구원(Ph.D., Researcher, Pusan National University)
  • 옥기율 Kiyool Ohk. 부산대학교 경영학과 교수(Professor, Department of Business Administration, Pusan National University)

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