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Does Friday the 13th Make Stocks Fall, and Do Vietnamese Have Similar "Bad Days"?

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TL;DR: Studies on Friday the 13th stock returns contradict each other. In the US, Kolb and Rodriguez (1987) reported significantly lower returns, but Dyl and Maberly (1988), using a longer series, found the effect vanished or even reversed. Lucey (2000) surveyed international markets and tied the question to the efficient market hypothesis. No study has examined whether Vietnamese lunar bad days (tam nuong, nguyet ky) affect the Vietnamese stock market. Even if a real effect existed, it would be very small, unstable, and must not be confused with a spiritual system "predicting correctly".

本文标签:历史文献民间观念证据不足如何阅读标签

Short answer: yes or no?

There is no stable evidence that Friday the 13th makes stocks fall. Studies on the topic give conflicting results, and any effect, if it exists, is very small and does not replicate across different data series. This is a classic question in behavioral finance: if a belief is widespread enough to change trading behavior, does the price reflect that belief?

The three most cited studies are Kolb and Rodriguez (1987)2, Dyl and Maberly (1988)3, and Lucey (2000)1. The first two directly oppose each other: the later one rebuts the earlier with longer data. The third extends to many international markets. The results are not consistent, and that inconsistency itself is the answer.

Table: studies on Friday the 13th

StudyMarketData periodMain result
Kolb and Rodriguez (1987)2US stocksFriday the 13th returns significantly lower than other Fridays
Dyl and Maberly (1988)3S&P 500 index1940-1987Friday the 13th returns not lower, even slightly higher than other Fridays; authors conclude the anomaly does not exist
Lucey (2000)1Multiple international stock marketsExamines Friday the 13th returns and discusses implications for the efficient market hypothesis

Blank cells are where the source's catalog record does not give a specific figure. This article does not infer beyond what the sources state.

知识类别: 史料历史文献. 有文献、年代与出处;旁边的注释编号指向该出处。 五类标签According to Kolb and Rodriguez (1987), US stock returns on Friday the 13th were significantly lower than on other Fridays2. This is a level B result: it was published in a peer-reviewed journal, but has not been stably replicated on other data series, and was rebutted shortly after.

Dyl and Maberly (1988) used the S&P 500 index for 1940-1987 and found Friday the 13th returns were not lower, even slightly higher than other Fridays. The two authors concluded the anomaly does not exist3. This is a level A result within the scope of their data and method: the S&P 500, 1940-1987. It does not automatically hold for other markets.

Lucey (2000) examined Friday the 13th returns across many international stock markets and discussed the implications of the results for the efficient market hypothesis1. This is level A within the markets the author surveyed. This article only cites the source's summary, adding no figures or sample sizes the source does not provide.

Why does this question matter for the efficient market hypothesis?

The efficient market hypothesis says prices already reflect all available information. If a calendar date, simply because it falls on the 13th and is a Friday, systematically produced lower average returns, that would be public, free information everyone knows but prices had not fully absorbed. An investor could short on Thursday and buy back on Friday to capture the difference. If everyone did so, the difference would vanish.

That is why this question is not just about superstition. It is a small, clean, easily testable probe of a large assumption in financial economics. Lucey (2000) framed the issue at exactly that level: what do Friday the 13th results mean for the philosophical foundations of financial economics1.

When results are unstable, there are two readings. First: the effect is real but small enough to be drowned by other factors, so one study finds it and another does not. Second: the effect is not real, and the initial positive result was a product of data selection, period selection, or test selection. Both readings are consistent with the existing data. This article does not pick a side.

If belief changes behavior, results can change with it

There is a possibility between the two poles of "real" and "not real": the effect could arise from the belief itself. If enough people believe Friday the 13th is a bad day and actively sell or refrain from buying, that selling pressure could push prices down in the short term. In that case the effect is real, but it is not evidence that the day is inherently bad. It is evidence that belief changed behavior, and behavior changed outcomes.

In other words: if an effect appears, we must not call it a "spiritual system predicting correctly". And if no effect appears, we must not deny that the belief influences some people's behavior. These are two different things. This article discusses tests and data, not who is right or wrong in their private lives.

Have Vietnamese calendar bad days been tested?

知识类别: 证据不足证据不足. 有人提出,但尚无足够的出处或研究可以确认。 五类标签No study in this article's source list examines the effect of lunar bad days (tam nuong, nguyet ky) on Vietnamese stock returns. This is a gap in the literature, not a result. It does not mean there is no effect; nor does it mean there is one. It simply means no one has published research this article could find.

知识类别: 民间观念民间观念. 人们相信、禁忌或口耳相传之事,作为信仰记录,而非已核实的事实。 五类标签In Vietnamese folk belief, certain lunar dates are considered bad days for starting ventures, signing contracts, or making large purchases. Concepts such as tam nuong and nguyet ky belong to this layer of belief: people avoid them, pass them on by word of mouth, and sometimes shift their business calendar accordingly. But whether that belief changes trading behavior in the stock market, and if so by how much, is a question with no data.

The lack of research in Vietnam does not allow extrapolation from foreign results. Studies on Friday the 13th were done on the US market and some international markets, with different investor structures, legal frameworks, and religious compositions. Results in the US do not automatically hold for Vietnam, and vice versa. A simple rule: results obtained in a given country, on a given group of people, speak only about that country and that group, until replicated elsewhere.

Same family as other numerical beliefs

Friday the 13th is not the only belief testable against price data. In the same family is belief in lucky numbers in trading: some investors favor stock codes, numbers, or dates with digits that carry good meaning in their culture. The question is identical: if that belief is widespread and strong enough, does it leave a trace in returns? We discussed that question in detail in the article Do investors who favor the number 8 earn more?.

What these tests share is that they are testable, and results tend to be small, sensitive to sample selection, and unstable over time. That does not make the belief meaningless in the life of the believer. It only means that once placed on the scale of price data, we must accept that the scale may return a result different from what we hope.

Reading research results correctly

A "statistically significant" result does not mean "large" or "replicable". In finance, an effect that is statistically significant but amounts to a few thousandths of a percent per day is nearly unusable for trading after fees and slippage. And an effect seen in one period can vanish when the series is extended, exactly as in the case of Kolb and Rodriguez (1987)2 being rebutted by Dyl and Maberly (1988)3 with 1940-1987 data.

When reading an article about a calendar anomaly, ask four questions. Which market's data, which period? How is "Friday the 13th" defined and what is the comparison group? Was it tested across multiple markets and sub-periods? And does the result replicate in other independent studies? For Friday the 13th, the answer to the last question is: not yet, or it replicates in the opposite direction.

Conclusion: no stable effect, sources still debate

As of the studies in this list, there is no stable effect of Friday the 13th on stock returns. Kolb and Rodriguez (1987) once reported a negative effect2, Dyl and Maberly (1988) rebutted it and found no effect on the S&P 500 for 1940-19873, and Lucey (2000) extended to many international markets and raised the issue at the level of the efficient market hypothesis1. The sources still debate, and this article preserves that debate rather than picking a side.

Where evidence is missing, we say so clearly: no study in this list covers lunar bad days on the Vietnamese market. That is an open gap, not a conclusion. If someone wanted to test it, Vietnamese market price data is public, and the question is specific enough to answer with standard methods. Until such a result exists, the most honest thing to say is: unknown.

这些对你有用吗?

常见问题

Thứ Sáu ngày 13 có thật sự làm chứng khoán giảm không?

No stable evidence shows Friday the 13th makes stocks fall. Kolb and Rodriguez (1987) reported significantly lower US returns, but Dyl and Maberly (1988), using S&P 500 data from 1940-1987, found no such effect and even slightly higher returns. Lucey (2000) surveyed many international markets and linked the question to the efficient market hypothesis. Any effect, if real, is very small and does not replicate consistently.

Người Việt có "ngày xấu" tương tự thứ Sáu 13 không, và nó có ảnh hưởng tới chứng khoán không?

Vietnamese folk belief does hold certain lunar dates (tam nuong, nguyet ky) to be bad days for starting ventures or signing contracts, and people sometimes shift their business calendar accordingly. However, no study in this article's source list examines whether those beliefs affect Vietnamese stock returns. The lack of research is a gap, not proof of absence or presence of an effect.

Nếu hiệu ứng thứ Sáu 13 sinh ra từ chính niềm tin thì gọi là gì?

If the Friday the 13th effect arises from belief itself, it is a case of belief changing behavior, and behavior changing outcomes. Enough people selling or refraining from buying could push prices down in the short term. In that case the effect is real, but it is not evidence that the day is inherently bad. It must not be called a spiritual system predicting correctly.

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参考来源

  1. ↑ abcdeBrian M. Lucey (2000). Friday the 13th and the philosophical basis of financial economics. Journal of Economics and Finance 24(3): 294-301, Journal of Economics and Finance 24(3): 294-301Kiểm tra lợi suất ngày thứ Sáu 13 trên nhiều thị trường chứng khoán quốc tế và bàn về ý nghĩa của kết quả đối với giả định thị trường hiệu quả.
  2. ↑ abcdeROBERT W. KOLB và RICARDO J. RODRIGUEZ (1987). Friday the Thirteenth: ‘Part VII’: A Note. The Journal of Finance 42(5): 1385-1387, The Journal of Finance 42(5): 1385-1387Báo cáo lợi suất cổ phiếu Mỹ vào thứ Sáu ngày 13 thấp hơn có ý nghĩa so với các thứ Sáu khác. Dyl và Maberly (1988) dùng chuỗi dài hơn và thấy hiệu ứng không tồn tại.
  3. ↑ abcdeEDWARD A. DYL và EDWIN D. MABERLY (1988). The Anomaly That Isn't There: A Comment on Friday the Thirteenth. The Journal of Finance 43(5): 1285-1286, The Journal of Finance 43(5): 1285-1286Phản hồi Kolb và Rodriguez bằng chỉ số S&P 500 giai đoạn 1940-1987: lợi suất ngày thứ Sáu 13 không thấp hơn, còn nhỉnh hơn các thứ Sáu khác. Tác giả kết luận đây là dị thường không có thật.
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