What Big Data, what information dominance?

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A new adage is blowing around in the world of innovation. According to Wikipedia, The term “big data” often refers simply to the use of predictive analytics, user behavior analytics, or certain other advanced data analytics methods that extract value from data, and seldom to a particular size of data set. Analysis of data sets can find new correlations to “spot business trends, prevent diseases, combat crime and so on”.
It is reminiscent of an early US Navy doctrine, as a codification of beliefs or a body of teachings or instructions, taught principles or positions, as the essence of teachings in a given branch of knowledge or belief system. As such, it is a thinking pattern, in which is stated that “information superiority permits the conduct of operations without effective opposition”.
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However, in an electronic war game back in 2002 one aircraft carrier, ten cruisers and five out of six amphibious ships were sent to the bottom of the Persian Gulf in the span of just one hour, resulting in the virtual death of over 20.000 US service personnel.

It was the result of an asymmetric strategy by the opponent forces.

Red, commanded by retired Marine Corps Lieutenant General Paul K. Van Riper, adopted an asymmetric strategy, in particular, using old methods to evade Blue’s sophisticated electronic surveillance network. Van Riper used motorcycle messengers to transmit orders to front-line troops and World-War-II-style light signals to launch airplanes without radio communications.
Red received an ultimatum from Blue, essentially a surrender document, demanding a response within 24 hours. Thus warned of Blue’s approach, Red used a fleet of small boats to determine the position of Blue’s fleet by the second day of the exercise. In a preemptive strike, Red launched a massive salvo of cruise missiles that overwhelmed the Blue forces’ electronic sensors and destroyed sixteen warships (Wikipedia)It is the same kind of bold thinking we noticed in our blog Thinking outside the SeaMap:  “doing different things” or “escaping the temptation to do more-of-the-same but only better”.

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Military strategists distinguish between symmetric and asymmetric warfare. Symmetric warfare is characterized by standing armies that follows more or less the same tactics and organized in the same way. Their standard mode of operation can be traced back to Napoleonic Warfare.

Guerrilla warfare is an escape from fighting according to the rules imposed by the often far more powerful opponent. Therefore, this strategy is often applied by less powerful opponents. The most famous form is guerrilla warfare, next to terrorism.

Asymmetric competitor strategies could be an effective approach in business. Basically, it is not playing the game similar to the other companies, that is selling and marketing the same products as competitors but cheaper and better. It is about disruptive innovation, changing the rules in the market, by delivering a complete different product than you competitor does. It is all about gaining competitive advantage by creating an unique niche in the market. Playing another race at a different circuit.

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There is much more to say about the embarrassing destruction of the mighty US Navy, as the over reliance on technological superiority and information dominance. It’s all about big organizations and the neglect of intuition about the intentions and capabilities of the competitor.
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Asymmetry

There is much more to say about the embarrassing destruction of the mighty US Navy, as the over reliance on technological superiority and information dominance. Also, the neglect of intuition about the intentions and capabilities of the enemy.

Disclaimer: Now you have heard  about the advantage of disruptive innovation or step-out innovation and decide that your organization should do “some of that.” But most organizations are designed to do something else very well. Namely, what they are already doing. You may have a brilliant vision, you may have identified the next great idea, but organizational routines, standard Key Performance Indicators and existing organizational structures will prevent proper execution: The company will will continue to do what they are already doing succesfully: ” a tiny bit better and a tiny bit cheaper?” See “Why Big Companies Can’t Innovate” by Maxell Wessel.

See also the video: Disruptive Innovation Explained by Clay Christensen.

Cold Cases –

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What could we learn from solved cold cases? What has caused that the case is solved after years of investigations without results? What were the reasons that a solution was waiting for discovery, but never did? Solved cold cases are illustrative for how we think wrongly.

In September 1961, 25-year-old Lucy Johnson, mother of one, was at her home in Surrey, British Colombia. She was not seen the next day. Or the next. Or for the next 52 years.
For one reason or another, Lucy was not reported missing until four years later. Obviously, this raised questions, and suspicion fell on her husband Marvin. Police even dug up the husband’s backyard in search of a body, but they found nothing. Decades passed, Marvin died, and there seemed no hope of solving the case.

 

According to Wikipedia, a cold case is a crime or an accident that has not yet been fully solved and is not the subject of a recent criminal investigation, but for which new information could emerge from new witness testimony, re-examined archives, new or retained material evidence, as well as fresh activities of the suspect.

However, it is not always new and fresh information that helps to solve the case, but new perceptions. Even new information tends to be interpreted in old perceptions. Information is not perception.

Lucy’s daughter Linda, a small child at the time of her mother’s vanishing posted ads in newspapers and other media outlets in search of clues. Then in 2013, she received a phone call. The woman on the other end of the line claimed to be Linda’s stepsister, whom she’d never known existed. The woman said their mother Lucy was alive and well, living with a whole new family in the Yukon.

 

Sometimes a viable suspect has been overlooked or simply ignored due to then-flimsy circumstantial evidence, the presence of a likelier suspect (who is later proven to be innocent), or a tendency of investigators to zoom in on someone else to the exclusion of other possibilities (which goes back to the likelier suspect angle)—known as “tunnel vision”

However unbelievable the claim sounded, Linda followed up it. Sure enough, her mother was not the victim of foul play as suspected. She’d simply fled to another life. Marvin had abused her, claimed Lucy, and when she’d tried to leave with her daughter, he’d stopped her. So she just took off on her own.

 

In our view, solved cold cases are excellent vehicles to study thinking methods, as what students and scientists are supposed to do at the  Thinkibility University. At its East Wing they are excellent in Reverse Engineering of Thinking Strategies we wrote earlier about.

When Linda visited the caller to check whether the woman in question was indeed her Laura, she recognized her mother immediately.

 

The people working there are not trained as criminal investigators but will use systematic and deliberate creative thinking techniques. Not only to improve forensic investigations but improving thinking methods in general. For scientific research as well for daily practical thinking.

As you might notice in the following mind map, little attention is given to the role of perception in this example of a  Crime Scene Investigator Job Description:

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The following books could be good starting points to be studied by the East Wing:

Solving cold cases happen when limiting thoughts and behaviors are challenged.

But how to challenge “limiting thoughts and behaviours”?

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The Charm of Imperfection

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In an earlier post about focus, we stressed the importance of paying attention to the focus of the thinking. Taking a problem or challenge unquestioned as it exposes itself may lead to brilliant solutions for the wrong problem. It is therefore required to pay substantial time and effort to (re)define the focus of the thinking.

The problem of attention is best illustrated by the figure-ground phenomenon:  it is known as identifying a figure from the background. For example, you see words on a printed paper as the “figure” and the white sheet as the “background”. However, it is possible to define the white sheet as the “figure”and the “background” as the printed words. Some examples of figure–ground perception shift are:

Figure–ground perception can be expanded from visual perception to include abstract (i.e. non-visual) concepts such as melody/harmony, subject/background, and positive/negative space. The concept of figure and ground fully depends on the observer and not on the item itself.

In art, is the space around and between the subject(s) of an image. Negative space may be most evident when the space around a subject, not the subject itself, forms an interesting or artistically relevant shape, and such space occasionally is used to artistic effect as the “real” subject of an image. It is called Negative Space. The Japanese word “Ma” is sometimes used for this concept, for example, in garden design.

With respect to presented information we called this phenomenon “Left Out” and “Cassandra information“: What is not there?

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What is not mentioned in the report, intentionally or unconsciously?

We will take the figure-ground reversal a little bit further. Normally, we strive for perfection– broadly, a state of completeness and flawlessness. We value strength, beauty, completeness, velocity, winning etc. Let’s shift focus to the negative face. What is the beauty of imperfection? Amazingly, there is no such page in Wikipedia neither in the Encyclopedia Britannica.

Ripping or distressing of jeans, though also arising naturally as a result of wear and tear, is sometimes deliberately performed by suppliers – with distressed clothing sometimes selling for more than a non-distressed pair. For example, Pucci sold “embellished mid-rise boyfriend jeans” for $860 USD. In other times it would be a sign of poverty.

The Golden Raspberry Awards is an award ceremony in recognition of the worst in a film. Most winners do not attend the ceremony to collect their awards.  Notable exceptions include Tom Green (Worst Actor/Worst Director), Halle Berry and Sandra  Bullock (Worst Actress), Michael Ferris, Joe Eszterhas (Worst Screenplay), and Paul Verhoeven (Worst Director)

“The Bad Hemingway Contest” is an annual writing competition that has been held for nearly thirty years, the contest pays mock homage to Ernest Hemingway by encouraging authors to submit a ‘really good page of really bad Hemingway’. Also to mention the “Hemmingway Look-alike Society”, a bunch of “portly gray-bearded old men.”: not being unique is the pursue, but striving for the likeness of someone else is worth pursuing.

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It is all about focus shift

It is all about perception shift. A shift from looking for perfection to valuing imperfection. In Japan, it is called Wabi-sabi the acceptance of transience and imperfection. The aesthetic is sometimes described as one of beauty that is “imperfect, impermanent, and incomplete”

What about the 25 inventions that are completely pointless, as a Car Exhaust Grill or a sadomasochistic tea kettle?

Leaning towers seem to attract a lot more visitors than towers standing upright.

A choir for people who cannot sing and are tone deaf was started by Nadine Cooper, 48, who wanted to join a singing group but never had the courage because she was aware she could not stay in tune. Her self-consciousness started when she was a child after a music teacher ordered her to keep her mouth shut because of her awful singing.A tuneless choir for those who . . .well can’t sing: Listen, this bunch is really hair-raising the roof!

 There are hundreds of quotes about imperfection:
At last, imperfection is even a subject of serious studies, for example, “On Ugliness” by  the legendary   Italian novelist, literary critic, philosopher, semiotician and university professor  Umberto Eco.

Art and Innovation

What can innovators learn from art?

Observation skills, questioning, and experimentation are  vital parts of innovation. Observing everyday activities can lead to new insights where things can be improved on. It can also lead to break-through ideas.

The innovation psychologist  Leon Segal said:

“Innovation begins with an eye.”

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By Johann Zoffany

Innovators carefully watch the world around them and the observations help them gain ideas for new ways of doing things. Observation skills are also at the core of art. Art students are often told to draw what they actually look at, rather than the way they think something should look. Copying someone’s ideas will not in itself lead to a person developing creative thinking skills. A painter needs to learn to think in colours, an artist working with sculptures need to think in 3D, and a songwriter needs to learn to think in lyrics.

Art is sometimes used to help medical students to develop their observations skills. Looking at art can help people understand ambiguities in a painting and also to look closely at something without “rushing to assign meaning to what we see.” Many of us are ready to immediately interpret what we see, yet looking at art can help a person to slow down and really observe things without immediately interpreting things. These skills can also help an  innovator to explore aspects and to help step out of the common way of interpreting things. Quick thinking is good sometimes but certain things are good to slowly digest.

Even if looking at art can help a person to develop observation skills the observation in itself is not enough. Making connections, questioning, visualising, and searching for patterns are also important aspects of art. Art can help a person to make connections between things. innovators often have a passion for questioning things. The importance  of question asking is a topic that has been previously explored in this blog. Valuing questions and being curious can lead to a search for new ways of doing things. Rather than focusing on quick answers, the innovative process thrives on asking questions to provoke new insights, possibilities and connections.

The book The View from the Cheap Seats: Selected Nonfiction is a wonderful collection of Neil Gaiman’s essays, and meditations on life, literature, and the life and love of literature. An inspiring essay in the book explores the ideas and ideals at the heart of Bradbury’s classic book Fahrenheit 451. This book is a great reminder of how important it is to explore one’s values. Neil suggests that speculative fiction gives  us a “liberation of vision”. Yet in order for this to happen, we must acknowledge that each story has a multiplicity of meanings.

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Authors can offer an imagined but nevertheless persuasive alternative reality where the readers are offered a way to escape from the usual traditional way of thinking. New possibilities can be examined. It is easy to think that the way we live now is somehow the only way that the world can be organised.

Three questions can help an author to imagine possible worlds:

  • What if …?  This question provides a way to escape from the world. What if I could fold up my car?
  • If only … Allows us explore something exciting as well as the terrifying  about the future. If only there were no cars.
  • If this goes on … What would happen if that thing became bigger, became all-pervasive? Does not try to predict the future rather explores possible scenarios. If this way of parking cars goes on there will be no green spaces left in the cities.

Innovators are examining and trying out new ideas. Testing hypothesis and visiting new places and worlds. Imagining different futures is a fundamental aspect of the innovative process and reading books about the future can provide valuable insights. It can also help us develop skills to examine possible futures. A world that does not yet exist!

To think.

To imagine.

To change.

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Photo: Kevin Krejci

 

More, More Information, Yes, Sure, But Relevant?

In this blog post, as you can see in the upper left hand corner, we will focus on the quality of information, an essentially white hat thinking activity. Quality of information as a distinctive focus area or Area of Improvement (API) could be vital for many information intensive enterprises, but also for any other thinking situation, such as drafting a plan, preparing a decision, exploring a situation.

We will take you along the mindmap below to explain this – clockwise. A mind map is a diagram used to visually organize information. A mind map is often created around a single concept, drawn as an image in the center of a blank landscape page, to which associated representations of ideas such as images, words and parts of words are added. Major ideas are connected directly to the central concept, and other ideas branch out from those.

Caught up in social ties

Look at the top and right hand corner of the mindmap: In most thinking situations there is a need for information from outside the standard pattern of logic and perception. We have to look for unexpected information. In order to do that, we should enlarge our perception of the situation, looking for more aspects in the situation, to diversify our thinking. CoRT-tools like the PMI, CAF or C&S are excellent tools to stretch our perception space around a situation in the mind map upper right hand corner. Especially helpful is to actively look for actors which could be involved or would affected.

Center right of the mind map: It makes a difference if information is needed or is given. Given information tends to be egocentric. Ego-centrism is characterised by preoccupation with one’s own internal world. Egocentrics regard themselves and their own opinions or interests as being the most important or valid. To them, self-relevant information is seen to be more important in shaping one’s judgments than are thoughts about others and other-relevant information. Nevertheless, given information can be very convincing and one can easily be lured in a narrow defined thought path. Also, information could be left out information, deliberately or by accident, Hence, it is very useful to do some perception widening thinking before  looking at the information available, before you get locked in the thinking pattern of the information given.

Right hand corner: Doing some preliminary perception thinking is even important when there is a need for information. Many people, when confronted with a problem, begin a broad search for information. They assume that enlarging the information space inevitable will lead to uncovering the information needed to solve the problem. By doing so, a lot of information waste is generated

At the bottom of the mind map: A far more better approach was suggested in our blog post Cassandra Information. There is a distinction between available information and relevant information.

  • Available information but not relevant could be left out. It is egocentric information from the sender of the information;
  • Unavailable information and also not relevant can be completely ignored;
  • Available information and relevant is Ebne: Excellent but not enough. This is information that belongs to standard thinking, unchallenged;
  • Relevant information but not available is Cassandra information. It is information that is left out by the information provider, but still relevant. The task is to design a strategy to obtain this hidden information.

It is a good habit to assume that any piece of  information that we have is biased. Especially, as we earlier showed in our post Press Patterns, information from the Main Stream Media: those media that disseminate information via the largest distribution channels, which therefore represent what the majority of media consumers are likely to encounter. The term also denotes those media generally reflective of the prevailing currents of thought, influence, or activity.

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Key Performance (mis) Indicators

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Key Performance Indicators are meant to keep an organisation on track. By measuring the performance over time, you are able to look at deviations and to take measures. As Wikipedia defines it: A  key performance indicator (KPI) is a type of performance measurement. An organization may use KPIs to evaluate its success, or to evaluate the success of a particular activity in which it is engaged. Sometimes success is defined in terms of making progress toward strategic goals, but often success is simply the repeated, periodic achievement of some level of operational goal (e.g. zero defects, 10/10 customer satisfaction, etc.).

The concept behind Key Performance Indicators is to build a feedback loop between input and output. Its working principle does not differ from a thermostat, which senses the temperature of a system so that the system’s temperature is maintained near a desired set-point.

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In order to get not market driven organisations more efficient the adage “The numbers tell the tale”has become fashion among governments, institutions and not-for-profit companies. There are several metrics or key performance indicators.

However, Key Performance Indicators can also lead to perverse incentives and unintended consequences as a result of employees working to the specific measurements at the expense of the actual quality or value of their work. In the social sciencesunintended consequences (sometimes unanticipated consequences or unforeseen consequences) are outcomes that are not the ones intended by a purposeful action. Perverse incentives are a type of unintended consequence. A perverse incentive is an incentive that has an unintended and undesirable result which is contrary to the interests of the incentive makers.

There are a lot of examples of bad designed Key Performance Indicators. We came across, but not exhaustive:

  • Police officers get a predetermined quota of fines to give out. The unintended effect of this KPI that the police organisation will be focused on easy to obtain files, f.i. traffic fines instead of fighting serious crime;
  • An organisation involved in handling objections has a KPI for the amount of rejected complaints. Imagine how employees will approach complaints. . .
  • It is generally accepted that the progress of students is evaluated by tests. However, student tests assess only a small part of needed knowledge, skills and attitude of students. Also, often the purpose of the test, timely warning of learning difficulties and study delays, dilutes to “a (missed) ticket to the next hurdle”;
  • An agency of child protection is responsible for placing abused or emotional neglected children in foster parents and child care institutions. It is very logic to design a KPI: like the number of placed children. If this performance is coupled to the financing of the agency, it can easily lead  to placing children out of their home, against sound indications that there is no need for or against parents objections;
  • It is complete reasonable to expect higher efficiency and experience of surgeons as a hospital performs at least 30 knee surgery or angioplasty a year. However, such a KPI can lead to more instead of less knee surgery and angioplasty, an example of a perverse effect contrary to what was originally intended (an intended solution makes a problem worse);
  •  The selling of mortgages as an end in itself, even to people who could no pay the interest, led to the bank crisis in 2008. Another example of a negative, unexpected detriment occurring in addition to the desired effect of the policy to motivate sellers to do better their best.
  • To increase the efficiency of university studies universities are judged on the number of successful students per year. It is now tempting to reduce the requirements for passing exams.
  • In order to increase the efficiency of General Practitioners many assurance companies allow for not more than ten minutes consults by patients. This KPI leads to far more referrals to medical specialists because GP’s have not much time to carefully investigate the medical complaints. This is an example of a counterproductive KPI: it is more of an “obstacle” than a help in the achieving of a productive project or an objective;
  • Crews of warships run annual series of nautical and operational exercises. Through a complex multi-factor analysis, a KPI is derived: Operational Employ-ability. Members of Parliaments asked questions when the KPI decreased to 10%, as a warship was actually deployed in a crisis;
  • Notorious are budgets: the setting of expenditure levels for each of an organization’s functions. It expresses strategic plans of business units, organizations, activities or events in measurable terms. However, such budget tends to be exhausted at the end of the year, because organizational units realise that they will be shortened in budget for next year, because last year they needed not the full budget. So, as an example, in many towns you can observe that every five to ten years the same streets and squares are completely overhauled without any need but in order to use the full budget.

Many Key Performance Indicators have unintended effects. They function as rules for behavior. Key performance Indicators are designed to notice need for adjustments of the course of an organisation. However, more often than not, they are invitations to cheat, by employees but equally by companies and institutions,  especially when financial consequences are attached to the KPI.

Whenever designing or encountering a Key Performance Indication, be warned!

 

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For more examples of perverse incentives, see here. For examples of unintended consequences see here.

To built up your Thinkibility skills, imagine your are the director of a hospice. You have set a thinking task: how to improve the occupancy (KPI) of the hospice. Then check your answers with How Dying Became A Multibillion-Dollar Industry.

 

 

Crowd Research

There are some fascinating developments which call for some “What If Thinking”.

Four technological developments

Nowadays more or less everyone is connected to someone via the Internet. It is assumed that any person can connect to another person via a friend of a friend, all it takes is six or fewer steps for anyone to be introduced to someone – it is a small world.

Stanley Milgram  explored the relationship in the Small World Experiment in 1967 and although the experiment have several weakness it is still a popular research topic. By the introduction of the Internet only Six Degrees of Separation are between you and  everyone on your mobile phone. Recent studies even suggest that the world has shrinked as a result of Social Networking such as Facebook and there may only be Three Degrees of Separation. We are and feel more connected to each other.

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Soon all conceivable devices will also be connected. This means that a thousand physical quantities built-in (like length, or torque, or tensile strength, or clicks per impression), as well as nearly 10,000 units of measure (like inches, or meters per second or katals or micropascals per square root hertz) will be connected to the Internet.Those devices could be linked to a person  (a smart watch for instance), to a product or a process or linked to a GPS-position. If a standard exchange protocol, as proposed by the Wolfgang Connected Devices Project,  will be developed, a seamless integration of as many kinds of devices may be possible.

A third development is that we assume that the production costs of devices will be decreased by the use of nanotechnology and the trend of individuation of products will continue.  As a result of a reduction of production costs, several devices such equipments such as heart rate monitors, fitness equipment and  books,  are becoming more affordable for individual use. These items  were previously only available for organisations and groups, such as a hospital, gym or library,

A fourth development that will function as a kind of multiplier that will dramatically increase the mentioned developments. Manufacturers of devices will no longer offer a device plus its processor plus an infrastructure linked to that device. They will make use of the facilities the buyer already have. That is, a computer or a mobile phone, with all their data processing qualities and connections built-in. We will see that producers will adopt strategies that are derived from the biological concept of  symbiosis.

Crowd Research

Crowd research offers a great opportunity to explore possibilities and opportunities. Already we can see examples how those four developments or trends will interact and reinforce each other, especially what we call, by lack of better, Crowd Research

  •  SETI, a distributed computingproject in which volunteers donate idle computer power to analyze radio signals for signs of extraterrestrial intelligence.
  • In the Open-Source Bee Project a global set of sensors could give scientists new insight into the possible causes of Colony Collapse Disorder (CCD).  A cheap sensor could turn backyard beekeepers into an army of citizen-scientists
  • Zooniverse is a citizen science web portal owned and operated by the Citizen Science Alliance. The organization grew from the original Galaxy Zoo project and now hosts dozens of projects which allow volunteers to participate in scientific research. Zooniverse projects require the active participation of human volunteers to complete research tasks. Projects have been drawn from disciplines including astronomy, ecology, cell biology, humanities, and climate science. The Zooniverse community consisted of more than 1 million registered volunteers. The data collected from the various projects has led to the publication of more than 50 scientific papers.
  • eBird is an online database of bird observations providing scientists, researchers and amateur naturalists with real-time data about bird distribution and abundance.  eBird has been described as an ambitious example of enlisting amateurs to gather data on biodiversity for use in science. eBird is an example of treating citizens as scientists, allowing the public to access and use their own data and the collective data generated by others.
  • Tomnod took images gathered by their satellites and offered them to the public for viewing and identification in the disappearance of Malaysia Airlines Flight 370. 2.3 million people used the site to look for signs of wreckage, oil spills and other objects of interest. During the 2010 Haiti earthquake, OpenStreetMap and Crisis Commons volunteers used available satellite imagery to map the roads, buildings and refugee camps of Port-au-Prince in just two days, building “the most complete digital map of Haiti’s roads”

Emerging Crowd Research

We may speculate that the availability of cheap devices linked to mobile phones will increase crowd research exponentially in nearly every area of human activity.

The Quantified Self is a movement to incorporate technology into data acquisition on aspects of a person’s daily life in terms of inputs (e.g. food consumed, quality of surrounding air), states (e.g. mood, arousalblood oxygen levels), and performance (mental and physical). Such self-monitoring and self-sensing, which combines wearable sensors (EEGECG, video, etc.) and wearable computing. Quantified self is self-knowledge through self-tracking with technology. Quantified self advancement have allowed individuals to quantify bio-metrics that they never knew existed, as well as make data collection cheaper and more convenient. One can track insulin and Coriolis levels, sequence DNA, and see what microbial cells inhabit his or her body.

If the collected data are shared, imaging what hidden cause-effect relations will emerge foe example, between life style, geographical area, and food consumption. Architects could use the data to design better buildings, routes and cities. The data can be used to design office layouts that stimulates physical exercise. The data could be used to monitor healthy persons, which could lead to changes in medical science which is per definition based on ill people. It can be used to map the spreading of viruses. People could compare their work pace with others in the branch and in other branches. Scientific disciplines as psychology and sociology would be freed from unreliable research methods like interviews and questionnaires.

 What if dreams are massively recorded on a world scale? Do poor people dream about other things than rich people? Are Japanese dreams different from dreams in Africa? Shadow: Community of Dreamers, crowd financed with $82,500, wakes people up with an alarm, prompts them to anonymously describe their dreams, and beams those reports into a massive online set, where they can be searched and analyzed. Dreams are coded for age, sex, location, and time.  

What if there are cheap devices that measures the quality of tap water or swim water? What if people near Fukushima are no longer dependent on radiation levels from the government or TESCO because there is a cheap device that in combination with a mobile phone share information about radio activity? If many, many people have their own weather station and are plugged in a network, would it not enhance farming at a huge scale? What if anybody with a mobile phone could recognize a sought or missing person?

What if cars have an on-line device that measures the air quality, but also will display that level of air pollution at their rooftops ? Would it lead to “air pollution traffic control”? Wouldn’t it be confronting and provoke to action by citizens?

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All cars have an indicator on their roof that shows the level of pollution: low, medium, too high

Ultimately, we may see an enormous democratising of information that till now has been  monopolised by institutions  and governments and, as history shows,  often a lot of data and information has been denied or hidden from civilians.