Update from the field

I wondered if I should name this post “from the airport lounge” but then I realized that I still travel much less than my business partners and some friends.

Seeing that so many of you ask me where I am I thought I will give a quick update.

Since my previoSplit Team Smallus post I have traveled to Split in Croatia to conduct an LED training for a group of local government officials from Bosnia. This was a great event because I had the opportunity to conduct the training with my business partners Frank Waeltring and Christian Schoen. This event was arranged for and funded by GIZ Bosnia and took place during the first week of September.

During this event it again struck me how no matter where we work with Local Economic Development, the main principles and challenges remain the same. The people, the language and also the priorities might be different, but the issues that we are always confronted by is a breakdown in trust between business and local government, fragmentation and confusion between local and national stakeholders, and the tension between bottom up and top down priorities and intervention means.

 

 

Immediately after Croatia I traveled to India to assist GIZ India to assist with designing a Private Sector Development Programme. The mission included capacity building of local experts, consultants and policy makers on innovation systems and how this perspective can be used to strengthen cluster, value chain and regional development programmes. I traveled with the GIZ team to Bangalore and Aurangabad to assess the readiness of different clusters to benefit from an innovation systems perspective.

In Delhi, my hotel room overlooked the famous Jantra Mantar astronomy instrument. It is anJantra Mantra heritage site that dates from 1724 that was one of the great astronomy observation posts of the time. I spent a whole Saturday morning looking at the details of this site. I also spent half a day on the Hop on Hop Off Bus in India.

I am looking forward to traveling back to India shortly for an extension on this assignment.

Absorbed into the networks behind the systems we see

Its been a while since I have last posted here. The reason for my absence is two-fold.

Firstly, I am busy with a course offered by Coursera and the University of Michigan about Social Network Analysis (SNA). My business partners and one of our associates in Mesopartner are participating in this course. The course is 9 weeks long and I must admit that it is taking much more of my time than I originally anticipated.

The second reason I am hardly online is that the industrial policy in South Africa is starting to have positive effects on local industry. As I work mainly with the manufacturing sector on topics like innovation systems, industrialization, identifying and addressing market failures, and the competitiveness of regions, it means that there is suddenly an upsurge in demand. The demand is lead by state owned companies that are suddenly obliged to procure manufactured content locally, and by local industries that realize that years of underinvestment and fighting to survive against cheap and sometimes lower quality goods have left many sub-sector uncompetitive.

But these two reasons are also having an effect on each other. I have been applying many of the principles and tools of Social Network Analysis in my diagnostic work for the last 2 years, and for the last year I have been using SNA as my main diagnosis instrument. This recent course have simply forced me to read up more and more on many of the theories and the concepts behind the instruments I have been using. I am still trying to figure out how to do this kind of diagnosis fast, and how to teach these instruments and theories to the practitioners that we (Mesopartner) are working with around the world. At this moment the diagnosis that I am doing in valve, pump, tooling, automotive and industrial equipment is still slow and it takes all my attention.

What is the benefit of taking a SNA approach to sub-sector development?

  1. Well, firstly, a network diagnostic very quickly reveals whether there is a cluster or even a value chain. We often assume that these constructs are real, but in the last few years we have learned that just because all the actors that should be in a chain are there doesn’t mean that a value chain exists. Same goes for a cluster, just because all the elements are there doesn’t mean there is a dense network of cooperation, knowledge exchange and systemic competitiveness.
  2. Secondly, a network view assists with understanding the deeper relationships, trust patterns and information flows in a small part of a real system. These relationships makes it possible to predict how information flows, who the thought leaders are and how influential institutions, leaders, officials and business people are. This is directly relevant for my work with innovation systems.
  3. Lastly, Social Network Analysis also highlights how complex even a single link in a value chain can be. When you look at the spider web of relations, ownership structures, communication channels and knowledge spillovers, then you see how traditional development interventions have completely missed the leverage points.

All I can do at this moment is to commit to blog more frequently once this course is done. I will share some of the results of the industrial diagnosis that I am currently busy with in a few weeks time. Below I will give a sneak preview of the network map of the valve manufacturing cluster in South Africa. You will immediately see that some manufacturers (in red) and some foundries (in blue) are more connected than others. The yellow dots are valve manufacturers that are not yet part of the formal valve cluster structure. Hardly any additional analysis is needed to show that the more connected firms are the ones we should work with.

 

Cluster drawing 4

However, the additional analysis that we can run on this cluster further narrows the choices of whom to work with to get both the highest impact (in terms of both ability to grow their business, increase employment and meet customers needs) and in terms of getting the highest demonstration and spill over effects. The latter is important, because when you want to upgrade an industry you should prioritize firms that are able to create positive spillovers and that others are willing to follow. To do this kind of analysis we need a combination of qualitative and quantitative information, and we use specialized software applications. But more about this in a future post!

Help – the industry I am working with is uncompetitive and many do not care

In most strategic management textbooks 4 generic factors are identified that can be used to build competitive advantage: efficiency, quality, innovation and customer responsiveness. These four factors are highly interrelated, as an improvement in customer responsiveness for instance could result in improved quality and better efficiencies. By addressing these four factors a business can reduce its costs and can create a differentiated position in a market. Let me briefly expand on the four factors.

Generic competitive advantage

  • Superior efficiency: a manufacturer converts inputs into outputs. Inputs are basic elements such as land, capital, labor,raw materials or knowledge. Firms that manage this conversion by constantly trying to find better ways to reduce costs, improve throughput and reduce wastage tend to be able to be more price competitive.
  • Superior quality: means that products are reliable and that they can do the job that they were designed for, meeting the specifications and performance requirements of customers. In most cases it is difficult to ensure consistent and reliable products without a system in place to control quality
  • Superior innovation: This is about the novelty of the products, process or services of the firm. It is not just about the great design of the product, but about the total offering and how customers can interact with the firm. Thus it includes how the company thinks about its own structures, internal systems, relations with markets and customers, use of technology and product development.
  • Superior responsiveness to customers: A firm that is highly responsive to its customer not only meets their requirements, it strives to anticipate and exceed those requirements. Although this could be about flexibility to respond to customers demand, in most cases it is not. It could simply be to find a way to respond the needs of customers in a creative way.

Enough of the strategy lesson. Back to the real world where we are all trying to use our own limited resources to promote particular industries or regions.

Here are the questions that keeps me awake about this project:

What if the industry that I am working with do not seem very eager to develop any real advantage around any of these four factors?

What must I do to improve the competitiveness of the region if the firms do not seem to even care about their own competitiveness?

For the last few weeks I have been wondering about these questions as I visit a range of manufacturers as part of a process to stimulate a regional innovation system in an industrial area. By visiting many firms in this region I noticed a big gap between those that are  are differentiated or excellent and the rest. The gap is so big that I sometimes wonder if it ever would be possible to move or support firms to cross over the empty space between those that can be described as “excellent” versus the “average”. Knowing that I only have a limited time, and the organization that I am supporting (An University) only has limited resources, I started worrying about helping all the firms. But this is not possible nor is it desirable.

All the average firms can offer many arguments for their current state. They lay the blame at policy uncertainty, high costs of borrowing, crime, political interference, expensive employees, low skills and many more. Many would say that they are component manufacturers that depend on the strategies and innovations of their customers (we just make what they want how they want it). Very few firms ever acknowledge that their current state is a reflection of past strategic choices taken deliberately or that played out to the current status because of not making decisions.

Yet, almost each of the excellent firms that we come across in our fieldwork focused on getting some basic principles. Many started monitoring their costs and wastage to try and improve their efficiencies. They focused on equipping their staff to understand the business, the products and the process, resulting in lower failures and higher quality. They spoke to their customers to find out how they can offer better services and products, even when they were just manufacturers of components used in someone else product. They focused on the quality of their products by looking at the quality of their process, their equipment, their systems and their management.

Those that are excellent are not necessarily better educated, better off financially, or better engineers. They just took charge despite being in the same economy, the same reason and even the same sector, with all the same environmental factors that the average firms use as a reason to do nothing. Sometimes the firms that are now excellent where started by disgruntled employees quitting the average firms. Or in other cases, the excellent firms were started by people from outside the sector moving in with a different perspective and approach.

What bothers me is the way the public sector responds to the manufacturing sector with their funding, support interventions and incentives. The strange thing is that most public sector interventions are aimed at the average or below average performers. It is almost as if the logic is that they are weaker and therefore they need protection and special care. Well, if economics is the study of how humans allocate scarce resources, then we should be very worried about directing too much of our scarce resources to firms that cannot use the resources the society endow them with (capital, labour, land and knowledge). Of course there are exceptions, but the problem is finding a fair way of deciding when it is justified to protect a firm and when it is best to let a struggling firm fold in so that the resources can be redeployed to other people that are able to use these same resources in a better way.

So what can we do when we are faced with this situation? Here are some of the ideas that we are working on now.

Lets say, of the 50 manufacturers we want to work with, 5 stand out as trying harder than the others. Perhaps another 5 or so are ambitious but they just don’t seem to know where to start, who to work with or where to go. We argued that we start with the first 5 (already good) and the 2nd five (the almost there). Then we invited any of the willing from the rest of the group (3 more stepped to the front). Now we have a core group to work with. Now we are trying to find ways to better connect them with each other, trying to get them to identify their own and their common competencies and opportunities. We have arranged a few pilots to support some of these firms to try and improve their own performance, and we have arranged some events with experts to discuss common issues.

But we have to remind ourselves that we cannot create competitive firms if they do not at least work on the four generic advantages outlined earlier. We cannot improve the competitiveness of the region without being able to show firms that are excellent. Trying to get these generic factors under their control is a minimum requirement. We should never use public resources to support firms that are not serious about improving their overall performance. Furthermore, everything that we do should become public knowledge in this industry and perhaps in the downstream customers, perhaps one of the other firms or even a customer decides to step up and form part of our initiative.

  • Have you also had an experience like this? The firms you are expected to work with just don’t seem bothered by their current status or improving their game?
  • Hey, what else should I do?
  • How do we use the principles of innovation systems and good development practice to get firms in a region to work together to improve their competitive performance in order to improve the economics of the region?

Localisation and building domestic manufacturing capacity

At the moment I am spending most of my time working with the more traditional manufacturing sector in South Africa. Traditional apparently means non-advanced, but it would be a mistake to think that because a particular object (like a metal casting) has been made for 8000 years that there is nothing advanced about it. For instance, in a typical foundry you find very different technical, engineering and management capacities that must be combined in order to make metal components for very demanding customers.

Localisation in South Africa (and in other places like the US) means to bring orders that have gone offshore back into the country. It often involves trying to rebuild manufacturing capacity that once existed in a country, but that originally developed under completely different economic conditions. For instance, 30 years ago many manufacturers grew in South Africa, starting very small and growing over time. About 10 years ago these manufacturers closed, or moved offshore. In the meantime global market consolidated and found low cost producers. To now try and create this capacity again is not an easy task. Firstly, you don’t have 20 years for experimentation in technologies, business models and market segments. Secondly, customers already now know what they want, and this usually includes a proven product at a competitive price. The new enterprise must hit the ground running with proven technology, management and adequate resources. This means that you have to develop both local producers and their supporting institutions, service providers and their markets at the same time. Bear in mind that their competitors overseas are benefiting from this same ecosystem developing naturally.

Localization is seen by some as the opposite of globalization and outsourcing. But buying from a local manufacturer is still outsourcing . As far as localization as the antidote to globalization is concerned, this is not correct, as localized products often enter world markets again, as does local knowledge workers that are now mobile due to their enhanced expertise. Localization is about creating local manufacturing capacity. It is about more than just helping local entrepreneurs start firms – it is often about finding or developing unique local capacity that meets very specific local requirements. It is therefore often driven by public policy- however the most successful localization is often driven by businesses wanting certain suppliers or competencies nearby.

Perhaps another way of looking at localization could be to see it as part of a natural cycle. Products are made locally at $x and a small volume supported by a limited local market. Over time standards, low cost production methods evolve, market consolidate and production concentrates in a few places able to reach scale and efficiency. Now the numbers are high – new entrants struggle to enter as existing firms ramp up efficiency. Right about then flexibility is lost, management becomes expensive, and you may be sharing production facilities with current and future competitors. In the meantime, products evolve, markets and applications differentiate, and suddenly there is a need for more specific production to meet a specific market. this is where a local producer with the right technology, people and business model could gain a foothold (if only they knew about the opportunity). The cycle might just start all over again. This is just one simple example. I acknowledge that many countries have not been able to recapture orders once they are lost to offshore competitors – partly because several economies have also progressed up the value chain. But for developing countries, evolving up a value chain is a very painful process that is often not possible.

From the demand side we have a different perspective. Multinationals or large local manufacturers wanting to localize typically have an existing production system, or they are expanding local capacity. They have advanced or well developed management systems, markets, products and supply chains. Often, buying local is not first choice as they might have invested already in capacity elsewhere, although localization is frequently a requirement of developing country procurement policies. So they first localize non-core activities, the crumbs or components where few things can go wrong. For local manufacturers, this is the toughest place to enter, as these basic components are often like commodities – they are standard, and hence competitors have already reached scale and efficiency levels that are hard to beat.

For buyers, another problem is that local manufacturing capacity is hard to identify and secure. Existing manufacturers in developing countries are either undergoing BOOM or BUST. The boomers are just to busy in markets and products they already understand, and the busters just cant be trusted. Lastly, large multinationals that tries to localize production very often draw their domestic engineering, management and other skills directly from the very limited skills pool that exists locally, attracting skills from the local manufacturing sector that is hard to replace.

So some insights:

a) firstly, don’t let your local manufacturing sector collapse, even if they are not entirely local or entirely politically correct

b) don’t assume that multinationals can easily do business with local manufacturers, don’t depend on checklists.

c) don’t assume that all that your local manufacturers need are some orders from the big firms or government – they are most likely behind in multiple areas, such as skills, working capital, engineering technology and capacity

d) it is not just about technology. Large firms giving technology to local firms is not the solution. Local firms must get a deeper understanding into the market, the drivers of change, the drivers of performance and manufacturing management methods.

e) for a local manufacturer to grow, take on new (demanding) customers, add additional shifts, manage a busier schedule, recruit and train more staff – all these things require change. Remember to assess the readiness of local entrepreneurs to change, invest and expand.

 

Lastly, localization should not be  about import substitution at all cost, because this reduces the buy local decision to a costing issue. Isolating local manufacturers from international markets will not help in the long run. Rather, the focus must be to connect local manufacturers with global markets, knowledge pools, trends and developments.

If you really want to develop your local manufacturing sector, start with the buyers and understand their needs. Understand their business risks, their cost drivers, their incentives to expand and their means to support local manufacturing. Then find out which experts they bring into their operations, what challenges they had to create and maintain their own systems – chances are that what is an inconvenience to a large firm could be a complete obstacle to a local firm. Then articulate these messages, trends and projects clearly to local producers.

I have found that the main issue for large firms wanting to localize is not price – it is reliability and flexibility of local supply. It is dedication to getting the product right at the right quality, on time. And it is also a supply chain of local engineering and management skills.

Oh, did I mention that small firms also want to localize, not just the big firms? More about that next time.

 

 

Why is private sector development such a low priority in Sub-Saharan Africa?

I will start my post by linking to another blog from Kenya. The blogger makes reference to a report by Robert Wade, professor of political economy and development at the London School of Economics, which discusses the role of industrial policy in Asia and how donors completely neglected it in Africa. In essence, Prof Wade compared the economic development activities of donors in Asia with development efforts in Africa.

I can’t help but wonder why industrial development is such a low priority for Africa.

Although donors generally respond to the demands from their developing country counterparts, I know from experience that donors also have preferential aid packages. But why is private sector development such a low priority? Why are we not seeing the same kind of productive infrastructure and technology transfer into Africa that we saw go into Asia? Even donors with “Sustainable Economic Development” Programmes are more concerned with rural development, gender and limited agri-processing support. What about building new industries, new processing facilities, new productive capacity in Africa? Instead the focus as at a micro level, and perhaps at some regional level.

Please don’t tell me it is because the enabling environment is not right. When it suited Western countries they invested in autocratic countries with very poor human rights track records.  Billions of dollars went (and still go) into countries without an enabling business environment. Most countries in Africa today are at a better governance standing than their Asian counterparts were in the 1980s-1990s.

Just thinking out loud. What can we do to make industrial development more important in Sub-Saharan Africa?

Complexity and international development

A while ago I posted an article about the exciting developments in the various fields around complexity science and development (actually there are several earlier articles making reference to this topic). Recently Marcus Jenal wrote a great review of the work of Ben Ramalingam (author of the blog Aid on the Edge of Chaos) and Harry Jones with Toussaint Reba and John Young. The paper can be downloaded here.

 

Perhaps you have noticed that I often make reference in my posts to “complexity”, “evolution” and “complex systems” in the context of development. Some have even asked me why I do this. Well, already there are moves by donors and monitoring bodies to start using a more complexity-sensitive approach to evaluation. This is not entirely fair, as too many development programmes are still designed in a very linear way (log frames, impact chains are mostly used in a linear fashion). This means that to reach your impact you must combine your programme activity with faith and good luck (plus good weather) because most programmes are operating in a sea of complexity. There are just too many factors that can influence your outcomes. And even if you hit all your targets the system may remain exactly the same way. (wink wink: I wonder why no-one is making more of a fuss of the poor track of donor programmes in South Africa that were supposed to deal with systemic failures in education, rural development and even Local Economic Development?)

Another reason I am interested in these topics (other than my usual curiosity) relates to my practical activities around building industrial systems from the bottom up. Although I am still biased towards manufacturing with some emphasis on specialized services, I am trying my best to understand the complexity of not only relations between the actors, but also between the factors that are influencing their behavior. Then throw in some factors like policies several self justified meso-level organizations, mix in some government failure, market failure, network failure and also just the uncertainty from Europe. That makes for a complex system where there are a myriad of vicious and virtuous cycles and then the dynamism of time delays.Mix into this that the political system in South Africa also fights bottom up decision making. Local stakeholders have a limited number of instruments at their disposal and can hardly hold other spheres of the public sector (and other organisations) accountable. Despite this all kinds of firms are innovating, and there are even innovation systems that involves individuals in public agencies that are committed to support local actors (even if their institutions is unwilling or incapable to assist).

I find a lot of comfort and maybe some good questions in the literature on complexity and perhaps also the literature on evolutionary economics. Perhaps I even find some comfort that even the so-called industrialized world is struggling with the increasingly complex and interrelated policy environment.

If you are working on bottom-up industrial policy then please let me know, perhaps we can exchange notes.

The benefits of being aware of how a system works

For those that have participated in any of the training events that I have contributed to in the last years would hopefully recall my favorite energizer called the Systems Game. In this game we simulate a complex system, with all the participants moving around trying to position themselves between two targets in the group, without the targets being aware who is chasing them. Things usually start of neat and tidy, but soon chaos breaks out.  After the game we reflect on the system and how to better understand its behavior, and also how to figure out how to stimulate change of behavior in the system.

The pictures below were taken in the last Mesopartner International Summer Academy on Economic Development.

The participants secretly determine who they will follow
The participants tries to become system aware – who is following me?

One of the first insights is that our job as practitioners is not to try and fix the system, nor to solve a problem on behalf of the system. Our first job is to try and get the system to become more aware of its own behaviors, issues and dilemmas. Very often this will allow us to use some of the existing relationships, routines and networks of the system to improve the performance or to address some issues in the system.

I received the following little e-mail story recently that actually shows how actors that are aware of the system can easier manipulate the system to achieve certain outcomes. From a few google searches I could not determine the source of the story, except to see that its been featured in many fora. Therefere if you know the original source then please let me know so that I can give proper credit.

Here is the story as I received in my e-mail:

An old man wanted to plant a tomato garden, but it was difficult work, as the ground was hard.

His only son, Vincent, who used to help him, was in prison, and so the old man wrote a letter to his son:
Dear Vincent,
I am feeling sad because I won’t be able to plant my tomato garden this year. I’m too old already.
I know if you were here,  you would happily dig the plot for me, like in the old days.
Love,
Papa

A few days later, he received a letter from his son.
Dear Papa,
Don’t dig up that garden. That’s where the bodies are buried.
Love, Vinnie

At 4 am the next morning, FBI agents and police arrived and dug up the entire area without finding any bodies.
They apologised to the old man and left.

That day, he received another letter from his son:

Dear Papa,
Go ahead and plant the tomatoes now. That’s the best I could do under the circumstances.
Love, Vinnie

Now the moral of this story is that only people that are aware of how a system might behave can fully exploit the system to their advantage. I wonder how we can use this insight to promote better inclusiveness in development? From my everyday work experience I know that in value chains and production systems the poor, weak, small and marginalized are often the least aware of how the bigger system(s) around them work. The powerful, better informed and more successful entrepreneurs often have better information at their disposal. While some of this information could be formal, quite a bit of it is qualitative based on a deeper understanding of how things (might) work.

My dictionary for economic development practitioners

At any point in time I am coaching several development experts and learners around the world. I have a short list of words that when I see them in any document I see red flags. However, there are also several words that when I see them I know we are on the right track.

I share my list with you. Some refer to this as Shawn’s Dictionary for Economic Development.

Synergy NOT compromise. Synergy you focus on using the strengths of different ideas, people, organisations.

Collaboration NOT cooperation through control. Get organisations to work together yet independent. Do not try everyone to sing from the same hymn sheet. Rather allow for some jazz.

Balance NOT single minded or focus. Balance allows you to work with contradiction, conflict and seemingly opposing ideas.

Catalytic NOT incidence or isolated. I know that focus is good in an office environment. But in development focus on a specific incident can easily ignore the bigger system.

Stimulate NOT achieve. Try to find ways of getting the people to work better. Energize the system, don’t just fix the problem.

Identify patterns NOT problems. The patterns tell you about the system, the problem is a symptom.

Explore NOT prescribe. Get the people in the system to better understand what is going on.

Crowd in NOT filter out. By excluding elements in the system by creating artificial filters (like gender, wealth or social status) you weaken the system.

People and relationships NOT products and technology.  This one I have to frequently remind myself about. In the end it is about the process that we use to get people to work and thing together, not about the technology or products. The latter is always temporary.

Now I know that there may be certain contexts where my dictionary might not work, but that is why a red flag goes up when I see these “wrong” words. When I see one of the wrong words I must immediately ask some deeper questions.

Which words do you red flag?

Lets build a list and have a debate!

Job creation for electronics contract manufacturing

I know some readers are waiting for the continuation of the series on the services sector. Apologies for the delay.

In the meantime, here is a link to a lead editorial that I wrote for the EngineerIT Journal in Southern Africa. The article is informed by my ongoing work in the electronics sector in South Africa. Advanced sectors such as electronics are often overlooked in developing countries because they don’t seem to absorb low-skilled staff.  However, these advanced sectors play a critical role in upgrading our economy, drawing out different kinds of suppliers, experts and even customers.

Perhaps our greatest asset for the advanced manufacturing sectors in South Africa is that we have some very demanding customers here and in the region. These demanding customers wants sophisticated products that solve problems that are rather unique.  For instance, the depth of mining in the region requires much more robust products that can work for long periods in tough environments. Also, the sophistication of the international crime cartels in the region place stringent demands on the police force in terms of communication technology. I can cite many other examples of how demand shapes the development of certain sectors.

Hypothesis, questions and the underlying knowledge bases

I will assume that all my readers do actually formulate hypothesis very early on in every project, assignment or investigation that they undertake. We all know that hypothesis is important for us to capture our own bias, beliefs and assumptions. But the formulation of a hypothesis also allows us to involve our colleagues, counterparts and fellow-explorers. Practically you can do this by using little coloured cards. Use one colour for your own hypothesis, and another colour for your colleagues.

The hypothesis is then useful as it gives you clue of where to start your search. In other words, it helps you to formulate some search and research questions. As a hypothesis can only be true or false, your findings will often help you to refine your hypothesis. Sometimes in a 1 or 2 week assignment I even have a Hypothesis reflection session where we can reflect on our new hypothesis.

It is important to remember that although the original hypothesis and the research answers are important, the process of verifying or disproving the hypothesis is even more important. For instance, from an hypothesis “not much manufacturing is happening here” a story can be told about how the research team went about to eventually conclude that “some limited manufacturing is going on here, but it is mainly in food processing”. The story of discovery is also an important finding, as it explains why the hypothesis was not just a fact from the start!

 

But here is my real question. Where do you get your questions from? 

When I saw this picture on the right in one of those e-mails you get from friends it

What are you basing your questions on?

made me wonder.

How often are people basing their hypothesis on issues that they do not understand at all? Is this possible, and what would the consequence be? The consequence would be that they formulate the wrong questions, or they try to prove something that is not worth proving.

Now you would immediately say that this is not good, and that it should not be tolerated in economic development at all. Yet, often development programmes adopt names with nice titles without understanding the underlying body of knowledge (or the problem), nor do they understand how this specific body of theory relates to other bodies of knowledge. The result is that the law of unintended consequences immediately applies. When you do not understand a specific theory, you are not able to formulate proper questions that will help you diagnose or intervene in a specific field.

Therefore in our training programmes where we develop experts and practitioners we should make sure that practitioners understand the theories underneath our methods. Teaching practitioners how to run a method will not lead to insights that can form a firm bases for diagnosis or intervention design. These underlying theories helps practitioners to formulate better hypothesis. In most cases an hypothesis formulated by a practitioner will be informed by practical experience (things seen elsewhere) and underlying knowledge (knowledge bases) as well as a certain amount of preference.