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A physicist's guide to learning hard things (and using the scientific method)

lowtek

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Thanks for sharing your knowledge and experiences!

I have a question though - you used this phrase 'learning hard things' in the subject of this thread.

How do you define 'hard' in this context? How do you decide what 'hard' is?
In this context, hard has no real meaning. It's marketing for my thread. Nobody would have cared if I said it was for learning easy things.

You can apply these principles to learn most non-trivial intellectual topics (i.e. I don't know if it would work for learning mixed martial arts, basketball, etc.).
 
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YoungPadawan

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ned.ryerson

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Lots of people have mentioned it specifically or anecdotally - study LEAN for business and AGILE for product / service development.

Sent from my SAMSUNG-SM-G930A using Tapatalk
 
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Roli

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So I was responding to a thread, and realized that one problem I see with some folks, newbies in particular, is that they lack a systematic methodology for teaching oneself. This isn’t surprising, as it’s not really a skill that we’re taught early in life. Realizing this, I figured I would share what I have learned about learning difficult things, over the years.

Of course, the scripted dogma is that we must go to school for 4 years, rack up a mountain of debt, and hope that we'll have marketable skills at the end. For STEM fields, this actually isn't a bad bet, but since most people don't major in useful things, it turns out disastrously for the majority.

I actually see some parallels between that scripted dogma and some of the posts here. Some folks will do extended learning challenges, work through dozens of tutorials, or seek out mentors to hold their hand... Perhaps it's the case that some people really need these constructs and arrangements, but I believe that there exists a better way to teach oneself.

Full disclosure: I guzzled the scripted dogma for the first thirty years of my life. I loved undergrad so much that I did a 5th year as a victory lap. Not willing to enter the real world, I then went on to a masters program and ultimately a PhD. However, from the ashes of these potentially ruinous decisions came an invaluable skillset that benefits me to this day: the ability to learn new things with minimal guidance.

Much like we have the CENTS framework for evaluating business opportunities, I believe there exists a mental framework for teaching oneself new skills.

What does it mean to learn something, really? I argue that learning means internalizing information in a way that allows you to apply it to new problems that are only marginally similar to previously encountered problems. After all, if you only know how to solve one problem, you’re not really a problem solver, you’re a robot.

Central to learning is having a solid mental model of cause and effect relationships. This is necessary because the world we live in is causal. To illustrate, let’s consider a simple example.

Let’s suppose you’re selling a widget on your website. For the sake of argument, we’ll assume that the widget is something people actually want. You’ve got some traffic, but only 1% of it is converting. You want to increase the conversion rate, because you have big baller dreams of lambos and lavish nights out in the big city. Problem is that with that 1% conversion rate you’re barely making burger flipper money, so hyper cars are out of the question, let alone hiring someone to fix the landing page. It’s on you to solve this problem. How to do it?

Most people will approach this problem by reading blog posts, books, or listening to podcasts on conversion rates. They will think they’re taking action, and assimilating knowledge, but in reality they’re wasting time. There are two reasons for this:

1) This delays the feedback loop between taking action and receiving results, thus obscuring the relationship between action and results.
2) It’s often event focused rather than process focused. Consuming prepackaged information often obscures the why of the solution.

The correct approach to learning how to increase conversion rates is this.

Clearly state the problem; the more precise and detailed the better.
Make a guess about what things you can control contribute to the problem
Formulate a plan for iteratively testing each of these possible root causes. Test most likely cause first, if possible.
If necessary, seek out information that tells you how to address each possible root cause.
Execute the plan.
Repeat until solved.

So if your conversion rate is only 1%, you could guess that the following things contribute to that low rate:
1) the page loads so slowly that people leave before it finishes
2) The color scheme makes peoples’ eyes bleed, so they can’t find the buy button
3) The copy reads like it’s written by an overseas scammer
4) The perceived risk is too high

These are just a subset of the possible reasons, and indeed a combination of them could be the problem.

We’ve already stated the problem, so that’s good.

Our analytics indicate loading speed could be an issue, and indeed any of the other 3 could be the problem so we have no choice but to test them all.

Brute force it is.

We therefore start at the top, load speed could be an issue. We then specifically seek out information regarding improving load speed issues on our site. Execute on that information immediately and observe the results. If the loading speed improves but not the conversion rate, then it’s on to the next thing.

We know nothing about color schemes, so we spend some time reading some information about it. After some careful consideration, we settle on a pre selected palette of colors and revamp the site. Observe the results, and move on if necessary.

We don’t know much about copy, so we pick up a copy of Cashvertising and skim the book looking for content that would be helpful. When we’ve found it, we implement it immediately. Observe the results and move on if necessary.

To fix the perceived risk, we can reach out to the 1% that have bought our product and ask for testimonials. So we look up some information on how to craft such an email, and boom send it out. We can also implement a money back guarantee, if we haven’t already.

After implementing all these things, we’re left with a vastly improved site. If the conversion rate doesn’t budge, we merely repeat the process. Come up with additional root causes and systematically test them, looking up information you need along the way.

So to summarize, this is how you rapidly learn new things:
Isolate a problem
Guess the root cause of the problem
Address each root cause in turn
Acquire any new skills to solve that specific problems
Repeat until you’ve got your lambo

This is in contrast to the approach of “oh gee, I have a poorly converting site. Guess I need to read a bunch of stuff on how to improve conversion rates… oh gee, guess I need to know web design, and copy writing, and … oh I’ll just give up”.

This is not to say that reading general business books doesn’t have its place, but I think this is primarily useful for those who are already in motion and can take the 1 or 2 nuggets from a book and apply it to their business straight away. I don’t believe there is large utility in reading for those that are not in motion.

In subsequent posts I’ll talk more about finding underlying principles, and expand on how I’m learning difficult things in my own journey.


Thank you for this Gold @lowtek. It's funny because my answer to people when they ask what the point of going to college is. Is that you need to learn how to learn, however I have received such short shrift on this site, as I tend to go against the idea that Uni is a waste of time (it isn't), that I've almost given up giving that advice.

Can I ask, what would your approach be to learning to code in general, and also if you have an app idea?
 

igor ganapolsky

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Hey, I'm a software engineer. Looking for advice and networking with like-minded professionals. I'm working on becoming an entrepreneur. What learning advice would you give me to become a successful entrepreneur and inventor?
 

lowtek

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Hey, I'm a software engineer. Looking for advice and networking with like-minded professionals. I'm working on becoming an entrepreneur. What learning advice would you give me to become a successful entrepreneur and inventor?

Best advice is to just enter the arena and see what happens. The "what" to do is less important than simply getting into motion.

For instance, you can freelance, or create digital assets (i.e. wordpress plugins, apps) to sell.
 

igor ganapolsky

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I like your commitment. I'm in a similar boat. I hope we cross the finish line together!
 
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lucasb

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Excellent publication, to expand from the theoretical, all these concepts arise in the book managment icon LA META, by Eliyahu Goldratt.
The fascinating thing is that by looking for root causes, if we are able to delve into the causes of causes, the more root causes, or in their own words if we reach a nuclear cause ... all the negative effects are eliminated ( the first causes that we propose)

That is, if we look for causes of a problem, we must continue asking each cause because, because, because and the deeper we get, the better the result will be. (a thousand hits on the branches, equal one in the roots)

Another book that was written for Japanese students, is RESOLVE FROM Ken Watanabe. With simple concepts, easy to understand, talk about the same thing, find the causes of the problems, develop solutions with their pros and cons, the solutions that have cons that we can not face are discarded and we work with the solutions looking to make rain of ideas to achieve the best plan of action. Finally, progress is executed and monitored, restarting the cycle as many times as necessary.

Two incredible books!
 

Siberia

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So I was responding to a thread, and realized that one problem I see with some folks, newbies in particular, is that they lack a systematic methodology for teaching oneself. This isn’t surprising, as it’s not really a skill that we’re taught early in life. Realizing this, I figured I would share what I have learned about learning difficult things, over the years.

Of course, the scripted dogma is that we must go to school for 4 years, rack up a mountain of debt, and hope that we'll have marketable skills at the end. For STEM fields, this actually isn't a bad bet, but since most people don't major in useful things, it turns out disastrously for the majority.

I actually see some parallels between that scripted dogma and some of the posts here. Some folks will do extended learning challenges, work through dozens of tutorials, or seek out mentors to hold their hand... Perhaps it's the case that some people really need these constructs and arrangements, but I believe that there exists a better way to teach oneself.

Full disclosure: I guzzled the scripted dogma for the first thirty years of my life. I loved undergrad so much that I did a 5th year as a victory lap. Not willing to enter the real world, I then went on to a masters program and ultimately a PhD. However, from the ashes of these potentially ruinous decisions came an invaluable skillset that benefits me to this day: the ability to learn new things with minimal guidance.

Much like we have the CENTS framework for evaluating business opportunities, I believe there exists a mental framework for teaching oneself new skills.

What does it mean to learn something, really? I argue that learning means internalizing information in a way that allows you to apply it to new problems that are only marginally similar to previously encountered problems. After all, if you only know how to solve one problem, you’re not really a problem solver, you’re a robot.

Central to learning is having a solid mental model of cause and effect relationships. This is necessary because the world we live in is causal. To illustrate, let’s consider a simple example.

Let’s suppose you’re selling a widget on your website. For the sake of argument, we’ll assume that the widget is something people actually want. You’ve got some traffic, but only 1% of it is converting. You want to increase the conversion rate, because you have big baller dreams of lambos and lavish nights out in the big city. Problem is that with that 1% conversion rate you’re barely making burger flipper money, so hyper cars are out of the question, let alone hiring someone to fix the landing page. It’s on you to solve this problem. How to do it?

Most people will approach this problem by reading blog posts, books, or listening to podcasts on conversion rates. They will think they’re taking action, and assimilating knowledge, but in reality they’re wasting time. There are two reasons for this:

1) This delays the feedback loop between taking action and receiving results, thus obscuring the relationship between action and results.
2) It’s often event focused rather than process focused. Consuming prepackaged information often obscures the why of the solution.

The correct approach to learning how to increase conversion rates is this.

Clearly state the problem; the more precise and detailed the better.
Make a guess about what things you can control contribute to the problem
Formulate a plan for iteratively testing each of these possible root causes. Test most likely cause first, if possible.
If necessary, seek out information that tells you how to address each possible root cause.
Execute the plan.
Repeat until solved.

So if your conversion rate is only 1%, you could guess that the following things contribute to that low rate:
1) the page loads so slowly that people leave before it finishes
2) The color scheme makes peoples’ eyes bleed, so they can’t find the buy button
3) The copy reads like it’s written by an overseas scammer
4) The perceived risk is too high

These are just a subset of the possible reasons, and indeed a combination of them could be the problem.

We’ve already stated the problem, so that’s good.

Our analytics indicate loading speed could be an issue, and indeed any of the other 3 could be the problem so we have no choice but to test them all.

Brute force it is.

We therefore start at the top, load speed could be an issue. We then specifically seek out information regarding improving load speed issues on our site. Execute on that information immediately and observe the results. If the loading speed improves but not the conversion rate, then it’s on to the next thing.

We know nothing about color schemes, so we spend some time reading some information about it. After some careful consideration, we settle on a pre selected palette of colors and revamp the site. Observe the results, and move on if necessary.

We don’t know much about copy, so we pick up a copy of Cashvertising and skim the book looking for content that would be helpful. When we’ve found it, we implement it immediately. Observe the results and move on if necessary.

To fix the perceived risk, we can reach out to the 1% that have bought our product and ask for testimonials. So we look up some information on how to craft such an email, and boom send it out. We can also implement a money back guarantee, if we haven’t already.

After implementing all these things, we’re left with a vastly improved site. If the conversion rate doesn’t budge, we merely repeat the process. Come up with additional root causes and systematically test them, looking up information you need along the way.

So to summarize, this is how you rapidly learn new things:
Isolate a problem
Guess the root cause of the problem
Address each root cause in turn
Acquire any new skills to solve that specific problems
Repeat until you’ve got your lambo

This is in contrast to the approach of “oh gee, I have a poorly converting site. Guess I need to read a bunch of stuff on how to improve conversion rates… oh gee, guess I need to know web design, and copy writing, and … oh I’ll just give up”.

This is not to say that reading general business books doesn’t have its place, but I think this is primarily useful for those who are already in motion and can take the 1 or 2 nuggets from a book and apply it to their business straight away. I don’t believe there is large utility in reading for those that are not in motion.

In subsequent posts I’ll talk more about finding underlying principles, and expand on how I’m learning difficult things in my own journey.


“Learning to learn” is the fundamental skill that unlocks all doors, especially when you are in front of the so-called experts or specialists of a subject that explain everything to you ... because it's so! Instead a good creative entrepreneur can answer ..... and why not !!!
 

OUTofFRAME

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So I was responding to a thread, and realized that one problem I see with some folks, newbies in particular, is that they lack a systematic methodology for teaching oneself. This isn’t surprising, as it’s not really a skill that we’re taught early in life. Realizing this, I figured I would share what I have learned about learning difficult things, over the years.

Of course, the scripted dogma is that we must go to school for 4 years, rack up a mountain of debt, and hope that we'll have marketable skills at the end. For STEM fields, this actually isn't a bad bet, but since most people don't major in useful things, it turns out disastrously for the majority.

I actually see some parallels between that scripted dogma and some of the posts here. Some folks will do extended learning challenges, work through dozens of tutorials, or seek out mentors to hold their hand... Perhaps it's the case that some people really need these constructs and arrangements, but I believe that there exists a better way to teach oneself.

Full disclosure: I guzzled the scripted dogma for the first thirty years of my life. I loved undergrad so much that I did a 5th year as a victory lap. Not willing to enter the real world, I then went on to a masters program and ultimately a PhD. However, from the ashes of these potentially ruinous decisions came an invaluable skillset that benefits me to this day: the ability to learn new things with minimal guidance.

Much like we have the CENTS framework for evaluating business opportunities, I believe there exists a mental framework for teaching oneself new skills.

What does it mean to learn something, really? I argue that learning means internalizing information in a way that allows you to apply it to new problems that are only marginally similar to previously encountered problems. After all, if you only know how to solve one problem, you’re not really a problem solver, you’re a robot.

Central to learning is having a solid mental model of cause and effect relationships. This is necessary because the world we live in is causal. To illustrate, let’s consider a simple example.

Let’s suppose you’re selling a widget on your website. For the sake of argument, we’ll assume that the widget is something people actually want. You’ve got some traffic, but only 1% of it is converting. You want to increase the conversion rate, because you have big baller dreams of lambos and lavish nights out in the big city. Problem is that with that 1% conversion rate you’re barely making burger flipper money, so hyper cars are out of the question, let alone hiring someone to fix the landing page. It’s on you to solve this problem. How to do it?

Most people will approach this problem by reading blog posts, books, or listening to podcasts on conversion rates. They will think they’re taking action, and assimilating knowledge, but in reality they’re wasting time. There are two reasons for this:

1) This delays the feedback loop between taking action and receiving results, thus obscuring the relationship between action and results.
2) It’s often event focused rather than process focused. Consuming prepackaged information often obscures the why of the solution.

The correct approach to learning how to increase conversion rates is this.

Clearly state the problem; the more precise and detailed the better.
Make a guess about what things you can control contribute to the problem
Formulate a plan for iteratively testing each of these possible root causes. Test most likely cause first, if possible.
If necessary, seek out information that tells you how to address each possible root cause.
Execute the plan.
Repeat until solved.

So if your conversion rate is only 1%, you could guess that the following things contribute to that low rate:
1) the page loads so slowly that people leave before it finishes
2) The color scheme makes peoples’ eyes bleed, so they can’t find the buy button
3) The copy reads like it’s written by an overseas scammer
4) The perceived risk is too high

These are just a subset of the possible reasons, and indeed a combination of them could be the problem.

We’ve already stated the problem, so that’s good.

Our analytics indicate loading speed could be an issue, and indeed any of the other 3 could be the problem so we have no choice but to test them all.

Brute force it is.

We therefore start at the top, load speed could be an issue. We then specifically seek out information regarding improving load speed issues on our site. Execute on that information immediately and observe the results. If the loading speed improves but not the conversion rate, then it’s on to the next thing.

We know nothing about color schemes, so we spend some time reading some information about it. After some careful consideration, we settle on a pre selected palette of colors and revamp the site. Observe the results, and move on if necessary.

We don’t know much about copy, so we pick up a copy of Cashvertising and skim the book looking for content that would be helpful. When we’ve found it, we implement it immediately. Observe the results and move on if necessary.

To fix the perceived risk, we can reach out to the 1% that have bought our product and ask for testimonials. So we look up some information on how to craft such an email, and boom send it out. We can also implement a money back guarantee, if we haven’t already.

After implementing all these things, we’re left with a vastly improved site. If the conversion rate doesn’t budge, we merely repeat the process. Come up with additional root causes and systematically test them, looking up information you need along the way.

So to summarize, this is how you rapidly learn new things:
Isolate a problem
Guess the root cause of the problem
Address each root cause in turn
Acquire any new skills to solve that specific problems
Repeat until you’ve got your lambo

This is in contrast to the approach of “oh gee, I have a poorly converting site. Guess I need to read a bunch of stuff on how to improve conversion rates… oh gee, guess I need to know web design, and copy writing, and … oh I’ll just give up”.

This is not to say that reading general business books doesn’t have its place, but I think this is primarily useful for those who are already in motion and can take the 1 or 2 nuggets from a book and apply it to their business straight away. I don’t believe there is large utility in reading for those that are not in motion.

In subsequent posts I’ll talk more about finding underlying principles, and expand on how I’m learning difficult things in my own journey.

Thanks for your great tip. Would this method also be available to find what I want to do for the future? Cuz looking for this is a kind of hard things for me.
 

lowtek

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Thanks for your great tip. Would this method also be available to find what I want to do for the future? Cuz looking for this is a kind of hard things for me.

As in what business to pursue? I think the CENTS framework is probably a better guide.

I intended this to be a how-to for learning things on the fly, in the most effective and efficient way possible.

How would you apply it towards finding a business idea?
 
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Einfamilienhaus

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Most people will approach this problem by reading blog posts, books, or listening to podcasts on conversion rates. They will think they’re taking action, and assimilating knowledge, but in reality they’re wasting time.

Great value in this post!:bullseye:

As a total newbie I always have the feeling not knowing enough of the same topic. Especially reading create an illusion to know excactly everything and how to handle which situation.

But.

The truth lies in your actions.

It's crazy. But you don't have only focusing on your business and product. But also on your personal behaviour. Ask yourself: Is my behaviour productive or not?

Maybe the product itself is not always the problem. Or the idea. Maybe your Behaviour how you create this product is the source of failure. I don't know. I have to find it out. Cause the true source of success is action!

Thank very much for this self knowledge!
 
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Siddhartha

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Going to echo the sentiment here: Thank you, this is great.

Doing something first, then trimming down to pain points, then seeking specific information seems like a much better way to invest time than burning a week or more on books and youtube videos.
I'm still internalizing this since I personally love to read and have spent the last 4 years learning how to become a more efficient "employee" that puts everything on hold to "get better" as opposed to just doing something and adapting when the need arises.
 
Last edited:

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This is awesome! I'm one of those people who spend too much time trying to learn via books, videos, etc. Anyone with action paralysis needs to read this and just start, even if it's something small (positive feedback loop). Yes, I am talking to myself. Thanks a lot for this info. Very helpful.
 

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Actually. Can't you program the site to Auto bump certain posts automatically after a certain amount of days?

No I can't, although there might be a 3rd party plugin that does it. Not sure if it is worth doing as I'm in the middle of choosing a new platform.

What books stick out in your mind that had the greatest impact in molding your thinking to train you how to solve problems?

For me I think it is because I love a good mystery that needs to be solved.
 

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Thank @lowtek

Simplifies some problems a lot.

Let me put it to use.
 
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YoungPadawan

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lowtek

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Very good thread! Thanks @lowtek .

I don't know if it's just me but putting things on a blank paper the old fashioned way with a pencil seems to trigger some sort of better problem solving neurons in my brain?
It's fast. Cheap. Easy to edit. No rules, just texts, arrows and symbols.

I've noticed the same thing. When dealing with complex problems, it often helps to map out the relationships inputs and outputs.
 

AlexCornila

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So I was responding to a thread, and realized that one problem I see with some folks, newbies in particular, is that they lack a systematic methodology for teaching oneself. This isn’t surprising, as it’s not really a skill that we’re taught early in life. Realizing this, I figured I would share what I have learned about learning difficult things, over the years.

Of course, the scripted dogma is that we must go to school for 4 years, rack up a mountain of debt, and hope that we'll have marketable skills at the end. For STEM fields, this actually isn't a bad bet, but since most people don't major in useful things, it turns out disastrously for the majority.

I actually see some parallels between that scripted dogma and some of the posts here. Some folks will do extended learning challenges, work through dozens of tutorials, or seek out mentors to hold their hand... Perhaps it's the case that some people really need these constructs and arrangements, but I believe that there exists a better way to teach oneself.

Full disclosure: I guzzled the scripted dogma for the first thirty years of my life. I loved undergrad so much that I did a 5th year as a victory lap. Not willing to enter the real world, I then went on to a masters program and ultimately a PhD. However, from the ashes of these potentially ruinous decisions came an invaluable skillset that benefits me to this day: the ability to learn new things with minimal guidance.

Much like we have the CENTS framework for evaluating business opportunities, I believe there exists a mental framework for teaching oneself new skills.

What does it mean to learn something, really? I argue that learning means internalizing information in a way that allows you to apply it to new problems that are only marginally similar to previously encountered problems. After all, if you only know how to solve one problem, you’re not really a problem solver, you’re a robot.

Central to learning is having a solid mental model of cause and effect relationships. This is necessary because the world we live in is causal. To illustrate, let’s consider a simple example.

Let’s suppose you’re selling a widget on your website. For the sake of argument, we’ll assume that the widget is something people actually want. You’ve got some traffic, but only 1% of it is converting. You want to increase the conversion rate, because you have big baller dreams of lambos and lavish nights out in the big city. Problem is that with that 1% conversion rate you’re barely making burger flipper money, so hyper cars are out of the question, let alone hiring someone to fix the landing page. It’s on you to solve this problem. How to do it?

Most people will approach this problem by reading blog posts, books, or listening to podcasts on conversion rates. They will think they’re taking action, and assimilating knowledge, but in reality they’re wasting time. There are two reasons for this:

1) This delays the feedback loop between taking action and receiving results, thus obscuring the relationship between action and results.
2) It’s often event focused rather than process focused. Consuming prepackaged information often obscures the why of the solution.

The correct approach to learning how to increase conversion rates is this.

Clearly state the problem; the more precise and detailed the better.
Make a guess about what things you can control contribute to the problem
Formulate a plan for iteratively testing each of these possible root causes. Test most likely cause first, if possible.
If necessary, seek out information that tells you how to address each possible root cause.
Execute the plan.
Repeat until solved.

So if your conversion rate is only 1%, you could guess that the following things contribute to that low rate:
1) the page loads so slowly that people leave before it finishes
2) The color scheme makes peoples’ eyes bleed, so they can’t find the buy button
3) The copy reads like it’s written by an overseas scammer
4) The perceived risk is too high

These are just a subset of the possible reasons, and indeed a combination of them could be the problem.

We’ve already stated the problem, so that’s good.

Our analytics indicate loading speed could be an issue, and indeed any of the other 3 could be the problem so we have no choice but to test them all.

Brute force it is.

We therefore start at the top, load speed could be an issue. We then specifically seek out information regarding improving load speed issues on our site. Execute on that information immediately and observe the results. If the loading speed improves but not the conversion rate, then it’s on to the next thing.

We know nothing about color schemes, so we spend some time reading some information about it. After some careful consideration, we settle on a pre selected palette of colors and revamp the site. Observe the results, and move on if necessary.

We don’t know much about copy, so we pick up a copy of Cashvertising and skim the book looking for content that would be helpful. When we’ve found it, we implement it immediately. Observe the results and move on if necessary.

To fix the perceived risk, we can reach out to the 1% that have bought our product and ask for testimonials. So we look up some information on how to craft such an email, and boom send it out. We can also implement a money back guarantee, if we haven’t already.

After implementing all these things, we’re left with a vastly improved site. If the conversion rate doesn’t budge, we merely repeat the process. Come up with additional root causes and systematically test them, looking up information you need along the way.

So to summarize, this is how you rapidly learn new things:
Isolate a problem
Guess the root cause of the problem
Address each root cause in turn
Acquire any new skills to solve that specific problems
Repeat until you’ve got your lambo

This is in contrast to the approach of “oh gee, I have a poorly converting site. Guess I need to read a bunch of stuff on how to improve conversion rates… oh gee, guess I need to know web design, and copy writing, and … oh I’ll just give up”.

This is not to say that reading general business books doesn’t have its place, but I think this is primarily useful for those who are already in motion and can take the 1 or 2 nuggets from a book and apply it to their business straight away. I don’t believe there is large utility in reading for those that are not in motion.

In subsequent posts I’ll talk more about finding underlying principles, and expand on how I’m learning difficult things in my own journey.
well I agree with this observation but this is not necessarily true for all situations; at least in my opinion. Yes it works for situation like your example presented here but this doesn’t always work as nicely for technical subjects in particular. The reason for that is the limited working memory in our brain; it all comes down to the difference between the level of expertise required to tackle a particular problem and the individual’s skill level . When the difference between these two is large enough itis easy to overload ones working memory mental gymnastic becomes impossible therefore blocking actual learning. Here is some info in that http://www.cogtech.usc.edu/publications/kirschner_Sweller_Clark.pdf
 
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igor ganapolsky

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Sounds like debugging a bug of people-arent-buying. (I'm a programmer so most of my job is debugging.)
(aren't you glad I'm not a surgeon?)
Can I ask what kind of programming you do? You're right, most of what we perform is debugging (although Test-Driven-Development should solve that anomaly).
 

RayAndré

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Can I ask what kind of programming you do? You're right, most of what we perform is debugging (although Test-Driven-Development should solve that anomaly).
I'm a mobile developer for iOS and Android.
 
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TheGuy

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This is brilliant and has lead me down a new path of learning. Thank you!
 

lucasb

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It could be looking for why a business or venture does not sell enough. Each because it is a cause to solve, and the deeper we go digging into the causes more possibilities of a solution to overcome (business).

Goldriatt treats it to the subject in the book: Necessary but not enough ... which is the following of THE META. Micheal Gerber also in one of his books talks about that every industry has a fundamental problem that does not solve its customers.

The idea is to find the causes of why the client does not buy, list them meticulously and then look for solutions. There may arise business ideas
 

Jsoh

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So I was responding to a thread, and realized that one problem I see with some folks, newbies in particular, is that they lack a systematic methodology for teaching oneself. This isn’t surprising, as it’s not really a skill that we’re taught early in life. Realizing this, I figured I would share what I have learned about learning difficult things, over the years.

Of course, the scripted dogma is that we must go to school for 4 years, rack up a mountain of debt, and hope that we'll have marketable skills at the end. For STEM fields, this actually isn't a bad bet, but since most people don't major in useful things, it turns out disastrously for the majority.

I actually see some parallels between that scripted dogma and some of the posts here. Some folks will do extended learning challenges, work through dozens of tutorials, or seek out mentors to hold their hand... Perhaps it's the case that some people really need these constructs and arrangements, but I believe that there exists a better way to teach oneself.

Full disclosure: I guzzled the scripted dogma for the first thirty years of my life. I loved undergrad so much that I did a 5th year as a victory lap. Not willing to enter the real world, I then went on to a masters program and ultimately a PhD. However, from the ashes of these potentially ruinous decisions came an invaluable skillset that benefits me to this day: the ability to learn new things with minimal guidance.

Much like we have the CENTS framework for evaluating business opportunities, I believe there exists a mental framework for teaching oneself new skills.

What does it mean to learn something, really? I argue that learning means internalizing information in a way that allows you to apply it to new problems that are only marginally similar to previously encountered problems. After all, if you only know how to solve one problem, you’re not really a problem solver, you’re a robot.

Central to learning is having a solid mental model of cause and effect relationships. This is necessary because the world we live in is causal. To illustrate, let’s consider a simple example.

Let’s suppose you’re selling a widget on your website. For the sake of argument, we’ll assume that the widget is something people actually want. You’ve got some traffic, but only 1% of it is converting. You want to increase the conversion rate, because you have big baller dreams of lambos and lavish nights out in the big city. Problem is that with that 1% conversion rate you’re barely making burger flipper money, so hyper cars are out of the question, let alone hiring someone to fix the landing page. It’s on you to solve this problem. How to do it?

Most people will approach this problem by reading blog posts, books, or listening to podcasts on conversion rates. They will think they’re taking action, and assimilating knowledge, but in reality they’re wasting time. There are two reasons for this:

1) This delays the feedback loop between taking action and receiving results, thus obscuring the relationship between action and results.
2) It’s often event focused rather than process focused. Consuming prepackaged information often obscures the why of the solution.

The correct approach to learning how to increase conversion rates is this.

Clearly state the problem; the more precise and detailed the better.
Make a guess about what things you can control contribute to the problem
Formulate a plan for iteratively testing each of these possible root causes. Test most likely cause first, if possible.
If necessary, seek out information that tells you how to address each possible root cause.
Execute the plan.
Repeat until solved.

So if your conversion rate is only 1%, you could guess that the following things contribute to that low rate:
1) the page loads so slowly that people leave before it finishes
2) The color scheme makes peoples’ eyes bleed, so they can’t find the buy button
3) The copy reads like it’s written by an overseas scammer
4) The perceived risk is too high

These are just a subset of the possible reasons, and indeed a combination of them could be the problem.

We’ve already stated the problem, so that’s good.

Our analytics indicate loading speed could be an issue, and indeed any of the other 3 could be the problem so we have no choice but to test them all.

Brute force it is.

We therefore start at the top, load speed could be an issue. We then specifically seek out information regarding improving load speed issues on our site. Execute on that information immediately and observe the results. If the loading speed improves but not the conversion rate, then it’s on to the next thing.

We know nothing about color schemes, so we spend some time reading some information about it. After some careful consideration, we settle on a pre selected palette of colors and revamp the site. Observe the results, and move on if necessary.

We don’t know much about copy, so we pick up a copy of Cashvertising and skim the book looking for content that would be helpful. When we’ve found it, we implement it immediately. Observe the results and move on if necessary.

To fix the perceived risk, we can reach out to the 1% that have bought our product and ask for testimonials. So we look up some information on how to craft such an email, and boom send it out. We can also implement a money back guarantee, if we haven’t already.

After implementing all these things, we’re left with a vastly improved site. If the conversion rate doesn’t budge, we merely repeat the process. Come up with additional root causes and systematically test them, looking up information you need along the way.

So to summarize, this is how you rapidly learn new things:
Isolate a problem
Guess the root cause of the problem
Address each root cause in turn
Acquire any new skills to solve that specific problems
Repeat until you’ve got your lambo

This is in contrast to the approach of “oh gee, I have a poorly converting site. Guess I need to read a bunch of stuff on how to improve conversion rates… oh gee, guess I need to know web design, and copy writing, and … oh I’ll just give up”.

This is not to say that reading general business books doesn’t have its place, but I think this is primarily useful for those who are already in motion and can take the 1 or 2 nuggets from a book and apply it to their business straight away. I don’t believe there is large utility in reading for those that are not in motion.

In subsequent posts I’ll talk more about finding underlying principles, and expand on how I’m learning difficult things in my own journey.

GOLD. Thanks for this perspective. Everybody needs to read this post.
 
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