{"id":8009,"date":"2025-12-17T11:44:29","date_gmt":"2025-12-17T03:44:29","guid":{"rendered":"https:\/\/www.kpai1.cn\/?p=8009"},"modified":"2025-12-17T11:44:34","modified_gmt":"2025-12-17T03:44:34","slug":"%e8%b6%8b%e5%8a%bf%e5%a6%82%e4%bd%95%e8%87%aa%e6%88%91%e9%a9%b1%e5%8a%a8%ef%bc%9a%e8%ae%ba%e9%87%91%e8%9e%8d%e5%b8%82%e5%9c%ba%e7%9a%84%e5%8f%8d%e9%a6%88%e6%9c%ba%e5%88%b6","status":"publish","type":"post","link":"https:\/\/www.kpai1.cn\/en\/archives\/8009","title":{"rendered":"How trends drive themselves: On the feedback mechanism of financial markets"},"content":{"rendered":"

Financial markets are often attributed to news, policies or economic data, but the deep driving force of their price movements often stems from the Feedback Mechanism<\/strong> (Feedback Loops) within the system. These mechanisms shape trends, maintain stability, and even generate bubbles by amplifying or suppressing initial signals. Understanding the operating logic of positive and negative feedback, especially how price becomes the driving force of its own changes<\/strong>, is the key to identifying market stages and avoiding emotional involvement.<\/p>\n

1. Negative feedback: the market\u2019s self-correction mechanism<\/p>\n

Negative Feedback means that the output of the system in turn inhibits the input, playing a stabilizing and balancing role<\/strong>. It is the basis for achieving \"price discovery\" and \"mean reversion\" in efficient markets.<\/p>\n

Typical manifestations include:<\/p>\n

When the asset price is significantly higher than the intrinsic value, arbitrageurs go short and long-term investors reduce their positions, and the selling pressure causes the price to fall; rising volatility pushes up hedging costs and margin requirements, restraining excessive leverage, thereby reducing the possibility of further volatility; extreme emotions (such as soaring panic index) trigger the entry of contrarian investors, providing liquidity and mitigating downward momentum.<\/p>\n

Such mechanisms make markets resilient, but their effects are often delayed and modest, and can easily be obscured in an environment dominated by short-term sentiment. However, it is the existence of negative feedback that ensures that the market will not deviate infinitely from fundamentals.<\/p>\n

2. Endogeneity of Momentum: How Price Becomes Its Own Driving Force<\/p>\n

In classical finance theory, prices should be determined by discounted future cash flows. However, empirical research shows that price itself can become an independent driver of subsequent changes<\/strong> - the \"momentum effect\", which is rooted in the self-reinforcing process within the market.<\/p>\n

This endogenous momentum is supported by three mechanisms:<\/p>\n

Cluster behavior of technical traders<\/strong>: A large number of users act synchronously based on similar rules (such as breaking through the moving average, RSI overbought), forming order flow resonance; Procyclical quotations from liquidity providers<\/strong>: Market makers actively adjust spreads and depths after the trend is established, inadvertently promoting the continuation of volume; Adaptive bias in investor cognition<\/strong>: People extrapolate recent trends as the future normal, and misinterpret increases as a signal of \"improvement in fundamentals\", thereby reducing risk perception.<\/p>\n

As a result, the market enters a self-fulfilling expectation cycle<\/strong>: price rise \u2192 triggers more buying \u2192 price rise is \"validated\" \u2192 confidence increases \u2192 more capital inflows. At this time, prices no longer just reflect external information, but become endogenous variables that drive new behaviors.<\/p>\n

It should be emphasized that endogenous motivation itself is not irrational. In the process of gradually releasing information, trends can effectively aggregate dispersed beliefs. But whenprices are separated from fundamental verification and maintained only by their own momentum, the system accumulates fragility<\/strong>\u2014once new funds slow down or external shocks occur, reverse momentum will destroy consensus faster.<\/p>\n

\"\u4e0b\u964d\u7684\u6761\u5f62\u56fe\"<\/p>\n

3. From orderly trends to disordered bubbles: the unpredictability of critical points<\/p>\n

The danger of positive feedback loops lies in theirnonlinearity and mutation<\/strong>. The system can run smoothly for a long time, but suddenly collapse at a certain threshold (such as leverage limit, liquidity exhaustion point).<\/p>\n

Bubbles in history\u2014whether it was the Internet mania of 2000, the real estate bubble of 2008, or the crypto-asset boom in recent years\u2014all follow similar paths: driven by reasonable narratives in the early stages, self-reinforcing momentum in the mid-term, and dependent on \u201cnew money\u201d in the final stages. The key difficulty is: It is impossible to predict when the critical point will arrive<\/strong>. Traditional valuation indicators often fail in the late stages of bubbles because the market has entered a \"narrative-driven\" rather than \"data-driven\" stage.<\/p>\n

As Minsky said: \"Stability itself breeds instability.\" Long-term calm will induce participants to underestimate risks, increase leverage, and ultimately make the system extremely sensitive to small perturbations.<\/p>\n

4. Respond rationally: Stay awake in the feedback loop<\/p>\n

Faced with the duality of feedback mechanisms, traders should establish the following cognitive framework:<\/p>\n

Distinguish between healthy trends and bubble trends<\/strong>: The former is supported by macro liquidity or profits, while the latter is maintained only by price momentum; Be wary of the collective narrative of \"This time is different\"<\/strong>: Before all bubbles burst, they are accompanied by the denial of historical laws; Utilize negative feedback windows<\/strong>: Reverse evaluation when extreme sentiment indicators (such as greed\/fear index) reach extreme values; Strictly control leverage and positions<\/strong>: In a momentum-dominated environment, high leverage equals actively amplifying system vulnerability.<\/p>\n

The true market wisdom is not to predict the turning point, but to stay alert in the trend and reserve a retreat in the craze.<\/p>\n

Conclusion: The market is a complex of human nature and mechanism<\/p>\n

The feedback loop reveals a profound fact: financial markets are not only information processing systems, but also complex adaptive systems in which human behavior and institutional structures co-evolve. Wmax has always advocated: Understanding how trends are endogenously created is more important than chasing trends<\/strong>. Only by identifying the switching signals of feedback types, accepting the reality that \"it is impossible to escape from the top accurately\", and taking long-term survival as the first goal, can retail participants truly gain a foothold in the cycle.<\/p>","protected":false},"excerpt":{"rendered":"

The deep driving force of price movement in financial markets comes from the internal feedback mechanism of the system. This article analyzes the stabilizing effect of negative feedback and the self-reinforcing mechanism of positive feedback (momentum), and how they lead to bubbles. It is recommended to distinguish healthy trends from bubble trends, take advantage of negative feedback windows, and stay awake and alert.<\/p>","protected":false},"author":1,"featured_media":8010,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[122],"tags":[335,336,261],"class_list":["post-8009","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tutorial","tag-335","tag-336","tag-261"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.kpai1.cn\/en\/wp-json\/wp\/v2\/posts\/8009","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kpai1.cn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kpai1.cn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kpai1.cn\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kpai1.cn\/en\/wp-json\/wp\/v2\/comments?post=8009"}],"version-history":[{"count":1,"href":"https:\/\/www.kpai1.cn\/en\/wp-json\/wp\/v2\/posts\/8009\/revisions"}],"predecessor-version":[{"id":8012,"href":"https:\/\/www.kpai1.cn\/en\/wp-json\/wp\/v2\/posts\/8009\/revisions\/8012"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kpai1.cn\/en\/wp-json\/wp\/v2\/media\/8010"}],"wp:attachment":[{"href":"https:\/\/www.kpai1.cn\/en\/wp-json\/wp\/v2\/media?parent=8009"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kpai1.cn\/en\/wp-json\/wp\/v2\/categories?post=8009"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kpai1.cn\/en\/wp-json\/wp\/v2\/tags?post=8009"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}