Sunday, May 28, 2023
The Greatest Challenges of Trading Psychology - II: Ever-Changing Markets
Sunday, May 21, 2023
The Greatest Challenges of Trading Psychology - I: Trauma
Sunday, May 14, 2023
Greatness as a Mission-Driven Life
As Ayn Rand pointed out, we can forgive many people and their shortcomings, but "not those who lack the courage of their own greatness". It is difficult to imagine a betrayal greater than avoiding who we are and what we can become. For many of us, greatness seems to be a bridge too far. The solution-focus in psychology offers a very different perspective. It tells us that the answer to our challenges is not simply to fix our problems. Rather, we need to identify what we are currently doing--even in small measure--to be the person we seek to become. Greatness consists of doing more and more of what we are already doing when we are at our best. In the talents and passions we experience in the present, we can identify our future: our missions and our paths to greatness.
The first step toward a mission-driven life is to live an hour and then a morning, and then a day absorbed in a purpose that speaks to us and gives us energy. We know we are on the path of our mission when we achieve the peak states described by Maslow in which we are fully absorbed in what we're doing. Those flow states are ones in which we find our greatest creativity and productivity. For many of us, those moments of flow are all too few and fleeting--but they *do* occur. Our challenge is to identify what we're doing when we're most passionate and turn those peak moments into an enduring sense of mission. Once we recognize that greatness is not an end point, but rather a process for living life, our mission becomes clear: to live each day meaningfully, purposefully, and creatively in pursuit of a quest worthy of our greatest efforts.
Further Reading:
Blueprint for an Uncompromised Life: Part One, Part Two, Part Three
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Sunday, May 07, 2023
Revisiting the Momentum Curve: Anticipating Market Turns
In June, I will be participating in my first webinar in quite a while, as part of the TraderLion conference. The session will be a group coaching session, in which attendees can bring in their questions and challenges and I will respond with best practices in evidence-based psychology and among successful portfolio managers. Preceding the coaching session, I will review the Momentum Curve and its application to the present market. This will offer a nice illustration of how quantitative analyses can great aid our discretionary trading judgement.
As it happens, we recently (on Thursday) hit a point at which fewer than 40% of stocks were trading above their 3, 5, 10, and 20-day averages. Out of over 4200 days in the database, this has occurred 621 times. Over every forward time frame, from 1 to 20 days out, the market has--on average--displayed superior returns. For example, the average next twenty-day return following the oversold occasions has been +1.42% vs. +.55% for the remainder of the sample. Indeed, we did see a nice trend day higher on Friday.
As the initial article indicates, these analyses provide hypotheses, not firm conclusions. If we observe a strong historical tendency for a move and then current market behavior follows that tendency, we have the possibility for a trade with the proverbial wind at our back. I'll offer other examples and applications in the webinar; stay tuned!
Quick update (5/11/23; 9:27 AM ET) - The bounce in the market since the historical study posted above has been choppy at best with very mixed breadth. If a historical tendency doesn't play out, it's important to ask whether something is making the current situation different or unique. I'm struck by how few market participants I speak with are taking the prospect of U.S. debt default seriously...by and large, it's not on their radar. With only two percentage points standing between the former and current U.S. Presidents; the former President speaking favorably about default; and a Speaker who owes his position to supporters of the former President, could we be in for a constitutional crisis? I find it important to ask questions and use what-if scenarios for trading and financial planning.
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Further Reading:
The Psychology of Quant Analysis
Using Breadth to Track Market Cycles
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Sunday, April 30, 2023
The Art of Asking the Right Questions
Sunday, April 23, 2023
Three Best Practices for Making Lasting Life Changes
1) Associate your desired changes with distinctive states of mind and body - Perhaps the most important finding from the aforementioned review was that change is much more likely to last if it is accompanied by shifts in emotional experiencing. In counseling and therapy, for example, people are most likely to change and hold onto their changes if they are frustrated by their old patterns and enthusiastically involved in the change process. Simple talk with a coach or counselor, in itself, is not enough. It's when we acutely feel the need for change and are eagerly involved in making changes that we are most likely to internalize new ways of doing and viewing. I recently spoke with my grandson, Ed, who has made a daily commitment to hitting the gym and engaging in rigorous workouts. Interestingly, as his body has developed, so has his mindset. In the pumped up state, he internalizes a new sense of himself--and that carries over to many areas of his life. Similarly, traders I've worked with have reached out to teammates and peers to make a new process a shared experience, creating a fresh social/interactive source of motivation. Energized by the experience of mutual discovery, those traders find themselves more focused and energized in their trading.
2) Integrate your desired changes into your daily routine - Ultimately, we want to turn our changes into positive habit patterns, so that we don't have to rely on motivation to do the right things. What I have found most helpful is to make my desired actions a part of my early morning routine, so that each day begins as a change experience. Suppose, for instance, that we wanted to develop ourselves spiritually. Simply thinking spiritual things or reading spiritual texts won't necessarily help us internalize our own spirituality. Engaging in active prayer or meditation each morning, on the other hand, provides us with a daily, positive, soul-full experience. Similarly, if we want to become a more caring and loving family member, we have to go beyond good intentions and thoughts and actively set aside time each day for quality time with our loved ones. Yes, I wake up early in the morning and give my cats food and water and hugs because I love them, but it's equally true that I love them because I spend committed time with them each day. We become what we do. A great way to make large changes is to make small changes consistently and build on those.
3) Keep doing new things - Routine is necessary to build positive habit patterns, but life becomes stale when it is dominated by routine. Yes, we have reliable and consistent trading processes--and we need those--but we grow when we tackle fresh ways of trading, new markets, and different strategies. Of course, we engage in those new efforts with small size initially so that we can survive our learning curves, but the joy of discovery and learning pays significant dividends that energize all of our work. When we make innovation part of our personal and professional lives, we engage in an evolutionary process, where each new thing that we do is a "mutation". Many of these novelties will not have adaptive value--hence the wisdom of "fail fast"--but the few that thrive will sustain our development and become springboards for yet further innovations. Imagine tackling one innovation each week. If only 10% of those efforts prove useful in the long run, we will have gained five profitable additions to our trading. There are other benefits as well. Psychologically, the excitement of discovery provides us with the fuel to sustain new learning and, over time, enables us to internalize a sense of creativity and productivity.
There is so much more to changing our lives--and our trading--than writing in a journal and adding items to our "to-do" lists. Expanding our routine keeps us locked in routine. Change comes from fresh experience: it's a function of doing new things in new ways and regularly reshaping our routines. To build on Churchill's insight above, to change often--and find our perfection--we must live life creatively.
Further Reading:
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Sunday, April 16, 2023
How to Assess the Personality of the Stock Market
The opposite of a trending stock market is not a choppy market. The opposite of a trending market is a rotational market. Many times, the market will indeed follow themes, but the themes play themselves out in relative terms. Perhaps growth stocks are outperforming defensive sectors; perhaps small caps are outperforming large cap stocks. The patterns of what is strong and what is weak define the themes for a given market session.
Part of the challenge of short-term trading is that we cannot blindly assume that yesterday's patterns of strength and weakness will play themselves out today. Rather, we have to first sit back and observe the various components of the market and how they're behaving to identify today's market personality. This is key to trading psychology: an active trader (as opposed to an investor) does not attempt to predict market action based on top-down criteria. The active trader waits to see the bottom-up activity that reveals the patterns of trading here and now.
Several tools are helpful in assessing the market's personality from day to day:
1) Volume (and especially relative volume) - How does the volume at a give time of day today compare to yesterday's volume at that time of day and the usual volume at that time of day? If volume expands meaningfully, we want to see how stocks are behaving with the new market participation. This will tell us who is participating and whether that participation is showing up in trending behavior or in the relative strength of one market segment vs. another. Conversely, when volume dries up, we want to see how different parts of the market are impacted by the lack of participation. What moves directionally in a quiet market tells us an important story.
2) NYSE TICK - How many stocks are trading on upticks vs. downticks as we move forward in the session and--most crucially--how is the upticking or downticking impacting the price of various segments of the market? We recently had a range-bound day in the morning that displayed strong selling pressure with negative TICK numbers. Many parts of the market failed to make new lows on this selling. The absorption of the selling pressure alerted the savvy trader that sellers would be trapped and, sure enough, their covering helped create a trending move during the day. Very often, new extremes in the TICK numbers alert us to strong buying or selling interest--and how that interest moves the market (and different parts of the market) tells an important story.
3) Short-term overbought/oversold readings - I use the adaptive moving average system from John Ehlers, which shows how shorter-term moving averages cross below and above longer-term ones. The adaptive part is that the readings for short-term and longer-term change depending upon the cyclical character of the market. As Ehlers has pointed out, this helps remove whipsaws from the indicator. Basically I want to see short-term oversold levels occurring at successively higher price lows or short-term overbought levels occurring at successively lower price highs. When sector ETFs show different patterns of overbought and oversold, that highlights a rotational market. In a strongly trending market, the cyclical quality of the price action will break down and we will get prolonged overbought or oversold readings across multiple market sectors.
An important edge comes from being quicker than other participants to see how the market's character is playing itself out--and how it might be changing over time. Many traders underperform because they fail to see relative themes playing out in real time. If your trading is habitually bullish or bearish, you know that you're not doing a good job of assessing and following the personality of the market.
Further Reading:
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Sunday, April 09, 2023
What Makes for Success: Five Perspectives From Trading Psychology
Sunday, April 02, 2023
Breadth Thrusts in the Stock Market: What Comes Next?
So what does this market breadth thrust suggest going forward? We can look from two perspectives:
1) The presence of strength - I went back to 2006 and identified all market occasions in which more than 90% of SPX stocks were above their 3, 5, and 10-day moving averages at the same time. Interestingly, out of well over 4000 market days, this only occurred on 42 occasions. Over the next five trading sessions, the market was down by an average of -.26%, compared with a gain of +.18% for the remainder of the sample. No particular edge here, even going out 20 days. Returns over a next 20-day period were volatile, with 17 of the 42 occasions rising or falling by over 5%.
2) The absence of weakness - If we get a true breadth thrust, we should see very few stocks demonstrating weakness. I track the number of NYSE stocks giving sell signals on two technical indicator measures: the Bollinger Bands and the Parabolic SAR. These track price action over differing time periods. On Friday, we had 10 or fewer stocks giving sell signals on both measures. Out of almost 900 market days in my database, this only occurred on 7 occasions. Again, very unusual. The number of occasions is too small for reliable statistical inference, but it is noteworthy that the market overall underperformed over the next ten trading sessions and outperformed 30 days out. Most interesting, four of those seven instances occurred as a cluster in April of 2020. The question this invites is whether the current period (possible Fed pivot in rate policy due to bank concerns) is similar to the 2020 period (Fed pivot in the face of COVID impact).
Analyses such as these are meant to help in the formulation of credible market hypotheses, not the generation of infallible ideas. Breadth thrust may be most important in the context in which it occurs. If it occurs as a "blowoff" following a period of strength, we would expect volatile and negative returns going forward. If it occurs following a protracted selloff, we would expect volatile and positive returns going forward as a function of short-covering and new buying. At present, I'm open to the notion that we are, indeed, seeing a regime shift in the stock market, reflecting a change in central bank policy. If that is the case, near-term weakness could become an opportunity to participate in longer-term cyclical strength.
Further Reading:
What Market Strength Told Us Earlier This Year
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Sunday, March 26, 2023
Understanding Market Themes From Sector Breadth
Sunday, March 19, 2023
Making Passion Your Purpose
A lot of us are fading away. We're doing the same things. We do the same things the same way and glorify it as "discipline" and "process". We focus on working harder until we forget how to truly play. We track all that we do in efforts at improvement until little is left to spontaneity. If we approached romantic relationships the way the approach markets, we would quickly lose all passion and life together would become little more than a well-oiled routine.
If we are to make passion our purpose, then we have to make time for the new and different: new experiences, fresh perspectives, expanded relationships, and opportunities to truly feel what we're doing. The challenge of peak performance is maintaining the spirit and energy of what we're doing even as we work on improvement and mastery. That is why the practice sessions of great teams--athletic teams, military teams--combine exercises that rouse motivation and teamwork with exercises that build skills. Go into any locker room at halftime: the great teams will fire themselves up, not unlike Neil Young's absorption in his music.
Wanting to make money is not passion. Filling out trading journals and reviewing performance is not passion. All these are necessary, but not sufficient for peak performance. Passion comes from absorbing ourselves in what we love.
What do you love about markets? How can you so absorb yourself in that love that your trading takes on the quality of Neil Young's guitar solos?
Or are you working so hard to take emotion out of your trading that your trading career is fast-becoming a passionless romance?
This past week I've created a historical database of breadth statistics for a wide variety of market sectors, so that it's possible to see where money is flowing in and out of the market--and then backtest the significance of such shifts. That is leading to new discoveries--new ways of detecting market regime changes in real time--and that fires up the passion. More to come--
Further Reading:
Passion, Purpose, and Why Traders Fail
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Saturday, March 11, 2023
Broad Stock Market Selloff: What Comes Next?
The first important piece of information was that the past week's selloff was indeed broad. Consider the following: Out of the 500 stocks in the SPX average, the number making five-day new lows minus the number making five-day new highs was 442, and the number making twenty-day new lows minus new highs was 331. The percentage of stocks in the SPX universe closing above their five-day moving averages was 1.98. Only a little over 6% of stocks closed above their five-day averages. Everything. Was. Weak.
The second important piece of information was that trading following the news of the SVB failure significantly differed from the trading up to that point. Prior to the news, we were seeing weak stocks and weak bonds, as traders feared that inflation would be "sticky" and that the Federal Reserve Bank would need to raise rates more than expected earlier. Following the news, selling became much more intense. We saw elevated volume, elevated implied volatility readings (VIX), and elevated negative NYSE TICK numbers. Indeed, the first tell that the SVB news was a game changer was the persistent TICK readings below -1000. That can only occur when there is aggressive selling of large baskets of stocks.
The third important piece of information was that correlations within and across markets shifted dramatically. Financial shares, such as those making up the XLF ETF, aggressively led the downside. Fixed income, which had been trading lower in anticipation of higher yields, became a safe haven and rallied aggressively. The market's narrative had changed from strong economy/inflation/higher rates to bank failure/economic uncertainty. It would have been difficult for market participants to detect this regime change if they were not tracking volatility, volume, breadth, and market correlations.
So what might follow from such a selloff? I went to my breadth database, which goes back to 2010, and I identified all occasions in which over 400 of the SPX 500 stocks closed at five-day lows and over half closed at 20-day lows. Out of 3298 market days, only 38 met these criteria. In other words, such broad selloffs have been rare. Interestingly, instances of these selloffs have tended to cluster. We had four occasions in early 2020; four in late 2018; three in August of 2015; and seven from August to November, 2011. Across all 38 instances, there was a tendency to bounce the next day (24 up, 14 down for an average gain of +.93% vs. +.03% for the rest of the sample). By ten days later, there was no upside edge whatsoever. What was striking was that, over the next ten days, the market moved up or down more than 4% on fifteen of the occasions. In other words, volatility tended to persist; direction was a crapshoot.
There is a temptation among short-term traders to look for bounces in assets that are oversold. The problem with this idea is that we need to understand *why* we have gotten to such an oversold point. The recent market activity has been abnormal. That is why only a little more than 1% of days since 2010 have shown such weakness. When a bank is at risk of failing and other banks are moving lower in sympathy, the result is a level of volatility that tells us that investors are questioning underlying value. The first step in charting a trading or investing strategy is to recognize that we have entered relatively uncharted waters. Trading with "discipline" and blindly following the "setups" and ideas from earlier this month is dangerous indeed.
Further Reading:
Using Breadth and Strength to Track Market Cycles
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Sunday, March 05, 2023
The Most Important Factor in Successful Relationships
As I emphasized in the Trading Psychology 2.0 book, research in psychology is clear that we are most productive, creative, and successful when we experience high levels of happiness, fulfillment, energy, and closeness to others. This is an important reason why burnout is such a risk in high performance fields. Once we prioritize tasks over our well-being, we drain ourselves of the very things that we need to be at our best. Imagine if someone cared about you and said, "I want to spend more time with you" and you responded, "I don't have time for you!" That would never happen in a truly loving relationship, but it's basically how many of us relate to ourselves.
Abraham Maslow, the well-known psychologist, made the distinction between deficit needs and being needs. A deficit need is one in which I try to fill something missing in myself. For example, if I don't feel that I am lovable as I am, I may seek a partner who is so needy that they will stay with me. I am filling a gap in my life--and in my self-esteem. If I am secure and want to maximize my life, I will seek a partner for their values, strengths, and achievements. Indeed, in a good relationship, a partner typically possesses strengths that we lack. That is how relationships make us better: we absorb the positive qualities of who we are with. If, however, I'm threatened by the strengths of the other person, I will respond to them with insecurity and defensiveness and, eventually, the relationship will fail.
Good relationships are built on a foundation of positives. Unsuccessful relationships are fundamentally self-focused, using other people to (vainly) fill our gaps. When we seek out people based on their needs, their growth and development become threats to us. That is how many marriages end.
This is as true in work relationships as personal ones. A great hire for a team is someone who makes everyone else better with unique skills and experience. A secure manager looks for people who make them better; an insecure manager looks for people who won't leave them. A secure leader celebrates the successes of others; an insecure manager responds with envy.
The most important factor in successful relationships is the desire to find people who are better than us in some areas of life. We become who we surround ourselves by. Our approach to relationships can either become an engine of growth or a prison of insecurity.
Further Reading:
Our Relationships Shape Our Relationship With Ourselves
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Sunday, February 26, 2023
The Most Common Weakness I Observe Among Traders
What nonsense.
Consider other performance domains, such as basketball or surgery or opera singing. Does a basketball team stick with a single defensive style regardless of the competition? Do surgeons follow techniques based upon their personalities or based on objective scientific data? Do professional singers adopt the same style to every composition they perform?
The reality is that high performance professionals learn to adapt their styles to the conditions of performance. A tennis player adapts to clay and grass courts. A football team adapts to changing defensive alignments. Actors adapt to their roles.
The most common weakness I observe among traders is that they seek a style of trading and attempt to fit that style into all market conditions. For example, a trader may seek to profit from trend or momentum, only to become frustrated when markets are "choppy" A trader may seek to trade one time frame when market cycles operate on very different scales.
My favorite analogy for this situation is the dancer who has a single style of dancing regardless of the music playing. While everyone else is slow-dancing to a waltz, they are thrashing about, mosh-pit style. Then they wonder why no one will dance with them...
The first question a trader must ask is not about "setups" and what is moving. The first question is: How is this market behaving and does that behavior present opportunities that I can exploit? Before you start dancing, you listen to the music. Before you begin surgery, you study the patient's condition.
Having a single style that you impose across all markets is not discipline; it is inflexibility. Some of the best market opportunities come from occasions when trades that had been working suddenly don't work. That can be a wonderful heads-up that conditions have changed and that it's time to adapt.
Further Reading:
The Challenge of Adapting to Changing Markets
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Sunday, February 19, 2023
Reaching Your Goals Through Gentle Power
Sunday, February 12, 2023
Our Physical Experience Shapes Our Mindset
Could it be the case that, just as we read others through their "body language", we process our experiences of ourselves through our bodily states? What if we are continuously reading our own body language and internalizing what we're reading as our self-image, self-concept, and self-esteem?
Most of us are familiar with the cognitive framework in which what we think influences how we feel. There is undeniable importance to this perspective. If we immerse ourselves in negative self-talk, it's inevitable that we will feel anxious, depressed, frustrated, and resentful. Equally important is the observation that we are much more likely to lapse into negative self-talk when we lack energy and vitality.
Suppose we are trying to grow a beautiful garden. We could select the best flowers and plants and plant the best seeds we can find. Ultimately, however, the garden will not thrive unless we attend to the soil and water. What is good for the roots ultimately shapes the beauty of the flowers.
Most psychology is "top-down": change your behavior by changing your mind.
What if, however, we are more like the garden and need to grow from "bottom-up"?
The important insight in the above quote is that "we are continuously reading our own body language and internalizing" our experience. Is there a relationship between how we move our bodies and our mood? Our energy level? Is there a relationship between how we breathe and how we experience the world? Is there a relationship between the strength and flexibility of our bodies and our overall energy level and life perspective?
When we are trapped in negative habit patterns, might those be the result of our imprisonment in routine physical states?
Can we expect to have a fresh and energized trading psychology when our bodies are sitting inertly for hours at a time, staring at screens?
If we want to change our mindset, perhaps the most important question is, "What can I be doing right here, right now, to produce the mindset I want?" We change by doing. We become our experience: that is our water and soil.
Further Reading:
Using Our Bodies to Program Our Minds
Renewing Mind by Renewing Body
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Sunday, February 05, 2023
What is the Path to Your Greatness?
Many traders long for great profits. How many do truly great things to achieve those profits? If you were to do the things that would earn unusually positive returns, you would be doing unique things--you would be far from consensus. You would have unique ways of generating ideas and managing the positions based on those ideas. You would have an ongoing pipeline of projects to get better and better and exploit new and different market conditions. You would not be a one-trick pony making money in bull or bear markets or in conditions of volatility. You would cultivate ways of succeeding across many market conditions.
Most importantly, great people don't magically achieve their status. Their greatness comes from doing unique and special things each day, each week. I invite you to read this older post: It asks the important question, "How can people experience themselves greatly if there's no single thing during the day that they undertake in an exemplary way?"
Greatness does not come from working harder at routine activities. It comes from expanding ourselves beyond those routines. Creative geniuses by definition operate outside the box in much of what they do. Because they pursue what speaks to them, they are able to achieve unusual levels of absorption and productivity, fueling the development of expertise.
What speaks to you? What are the little things you do greatly? You will find your greatest success by building upon the exemplary things you already do with passion and uniqueness.
Further Reading:
The Role of Creative Insight in Trading
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Sunday, January 22, 2023
Changing Your Trading Psychology By Changing Your Body
Of course, we don't need to be in therapy to enhance our states of awareness and our physical states. Indeed, there is much to be said for using our physical states during the day to keep ourselves from falling into the ruts of routine. Research in psychology tells us that high levels of positive emotional experience (well-being) are essential to optimal productivity and creativity. An important dimension of well-being is our energy level. We cannot expect to be dynamic people or performers living in static bodies.
Many of our most successful change efforts begin with the body. We can use our bodies to program our minds, as in biofeedback and self-hypnosis, enabling us greater access to our "gut" intuitions. In a prior post, I noted that what we internalize is much more a function of what we do than what we say and think. How we move the body greatly impacts our psychology. Think about how different kinds of dance impact our experience; think about how we use anchoring to cement new behaviors. Across the great religious and spiritual traditions of the world, we see how the body is a gateway to change, as in the case of fasting and shifting the body during prayer.
In her insightful and practical book Body Aware, Erica Hornthal, a licensed therapist and dance therapist, explains how utilizing the body to promote change is not just about physical exercise. How we move--from hour to hour and day to day--greatly impacts our experience of ourselves. "It is through the body that permanent change occurs, ultimately bringing new patterns of thought and speech...We must address how the body is wired, or in some cases 'miswired,' to fundamentally rewire the mind. A body that is stretched by new experiences changes the mind's dimensions forever" (p. 74).
Could it be the case that, just as we read others through their "body language", we process our experiences of ourselves through our bodily states? What if we are continuously reading our own body language and internalizing what we're reading as our self-image, self-concept, and self-esteem? As traders, we could be religiously keeping journals, studying markets, and collaborating with others, but if we are physically inert, not eating well, and not getting optimal sleep, can we expect to be truly open to fresh learning from our reviews and teamwork? We can set goals and push for greater performance, but if we're experiencing ourselves as static and constrained, will we ever truly internalize the right mindsets? As Erica Hornthal notes, a resilient mindset begins with a resilient body.
Further Reading:
Radical Renewal - The Spirituality of Trading
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