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Herman van den Bosch, professor in management development , posted

Risks and opportunities of digitization in healthcare

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The 21st episode of the Better cities – the contribution of digital technology-series is about priorities for digital healthcare, often referred to as eHealth.

The subject is broader than what will be discussed here. I won't talk about the degree of automation in surgery, the impressive equipment available to doctors, ranging from the high-tech chair at the dentist to the MRI scanner in hospitals, nor about researching microbes in air, water and sewerage that has exploded due to the covid pandemic. Even the relationship with the urban environment remains somewhat in the background. This simply does not play a prominent role when it comes to digitization in healthcare. The subject, on the other hand, lends itself well to illustrate ethical and social problems associated with digitization. As well as the solutions available in the meantime.

The challenge: saving costs and improving the quality of care

The Netherlands can be fortunate to be one of the countries with the best care in the world. However, there are still plenty of challenges, such as a greater focus on health instead of on disease, placing more responsibility for their own health on citizens, increasing the resilience of hospitals, paying attention to health for the poorer part of the population, whose number of healthy life years is significantly lower and, above all, limiting the increase of cost. Over the past 20 years, healthcare in the Netherlands has become 150% more expensive, not counting the costs of the pandemic. Annual healthcare costs now amount to € 100 billion, about 10% of GDP. Without intervention, this will rise to approximately €170 billion in 2040, mainly due to an aging population. In the meantime, healthcare costs are very unevenly distributed: 80% of healthcare costs go to 10% of the population.

The most important task facing the Netherlands and other rich countries is to use digitization primarily to reduce healthcare costs, while not forgetting the other challenges mentioned. This concerns a series of - often small - forms of digital care. According to McKinsey, savings of €18 billion by 2030 are within reach, if only with forms of digitization with proven effect. Most gains can be made by reducing the administrative burden and shifting costs to less specialized centers, to home treatment and to prevention.

Information provision

There are more than 300,000 health sites and apps on the Internet, which provide comprehensive information about diseases, options for diagnosis and self-treatment. More and more medical data can also be viewed online. Often the information on apps is incomplete resulting in misdiagnosis. Doctors in the Netherlands especially recommend the website Thuisarts.nl, which they developed themselves.

Many apps use gamification, such as exercises to improve memory. A good example of digital social innovation is Mirrorable, a program to treat children with motor disorders because of brain injury. This program also enables contact between parents whose inputs continuously help to improve exercises.

Process automation

Process automation in healthcare resembles in many respects automation elsewhere, such as personnel, logistics and financial management. More specific is the integrated electronic patient file. The Framework Act on Electronic Data Exchange in Healthcare, adopted in 2021, obliges healthcare providers to exchange data electronically and prescribes standards. However, data exchange will be minimal and will only take place at a decentralized level to address privacy concerns. The complexity of the organization of health care and the constant discussions about the content of such a system were also immense obstacles. That's a pity because a central system lowers costs and increases quality. Meanwhile, new technological developments guarantee privacy with great certainty. For example, the use of federated (decentralized) forms of data storage combined with blockchain. TNO conducts groundbreaking research in this area. The institution applies the principles of federated learning along with the application of multi-party computation technology. These innovative technologies enable learning from sensitive data from multiple sources without sharing this data.

Video calling

The recent eHealth monitor of the RIVM shows that by 2021 almost half of all doctors and nurses had had contact with patients with video calling, while this hardly happened in 2019. Incidentally, this concerns a relatively small group of patients. In the US there was an even larger increase, which has now been converted into a sharp decline. It seems that in the US primary health care is reinventing itself. Walgreens, the largest US drugstore chain, will begin offering primary care in 1000 of its stores. Apparently, in many cases, physical contact with a doctor is irreplaceable, even if (or perhaps because) the doctor is relatively anonymous.

Video calling is not only important for care provider, but also for informal caregivers, family and friends and help to combat loneliness. Virtual reality (metaverse!) will further expand the possibilities for this. TNO is also active here: The TNO media lab is developing a scalable communication platform in which the person involved (patient or client), using only an upright iPad, has the impression that the doctor, district nurse or visitor is sitting at the table or on the couch right in front.

Self-diagnosis

The effectiveness of a remote consultation is of course served if the patient has already made a few observations him- or herself. 8% of patients with chronic conditions already do this. There is a growing range of self-tests available for, for example, fertility, urinary tract infections, kidney disorders and of course Covid-19. There are also home devices such as smart thermometers, mats that detect diabetic foot complications, and blood pressure meters; basically, everything that doctors often routinely do during a visit. The GGD AppStore provides an overview of relevant and reliable apps in the field of health.

Wearables, for example built into an i-watch, can collect part of the desired data, store it for a longer period and, if necessary, exchange it with the care provider.

More advanced are the mobile diagnosis boxes for emergency care by nurses on location, such as ambulances. With a fast Internet connection (5G), specialist care providers can watch if necessary.

A small but growing group of patients, doctors, and researchers with substantial financial support from Egon Musk sees the future mainly in chip implants. This would allow not only more complete diagnoses to be made, but also treatments to be carried out. Neuralink has developed a brain implant that improves communication with speech and hearing-impaired people. The Synchron brain implant helps people with brain disorders perform simple movements. For the time being, the resistance to brain implants is high.

Remote monitoring

Meanwhile, all these low-threshold amenities can lead us to become fixated on disease rather than on health. But what if we never had to worry about our health again? Instead, the local health center watches over our health thanks to wearables: Our data is continuously monitored and analyzed using artificial intelligence. They are compared with millions of diagnostic data from other patients. By comparing patterns, diseases can be predicted in good time, followed by automated suggestions for self-treatment or advice to consult a doctor. Until then, we have probably experienced nothing but vague complaints ourselves. Wouldn't that be an attractive prospect?

Helsinki is experimenting with a Health Benefit Analysis tool that anonymously examines patients' medical records to evaluate the care they have received so far. The central question here is can the municipality proactively approach people based on the health risk that has come to light because of this type of analysis?

Medics participating in a large-scale study by the University of Chicago and the company Verify were amazed at the accuracy with which algorithms were able to diagnose patients and predict diseases ranging from cardiovascular disease to cancer. In a recent article, oncologist Samuel Volchenboom described that it is painful to note that the calculations came from Verify, a subsidiary of Alphabet, which not only used medical data (with patients’ consent), but also all other data that sister company Google already had stored about them. He adds that it is unacceptable that owning and using such valuable data becomes the province of only a few companies.

Perhaps even more problematic is that these predictions are based in part on patterns in the data that the researchers can't fully explain. It is therefore argued that the use of these types of algorithms should be banned. But how would a patient feel if such an algorithmic recommendation is the last straw? It is better to invest in more transparent artificial intelligence.

Implementing digital technology

Both many patients and healthcare professionals still have doubts about the added value of digital technology. The media reports new cases of data breaches and theft every day. Most people are not very confident that blockchain technology, among other things, can prevent this. Most medical specialists doubt whether ICT will reduce their workload. It is often thought of as some additional thing. Numerous small-scale pilot projects are taking place, which consume a lot of energy, but which are rarely scaled up. The supply of digital healthcare technologies exceeds their use.

Digital medicine will have to connect more than at present with the needs of health professionals and patients. In addition to concerns about privacy, the latter are especially afraid of further reductions in personal attention. The idea of a care robot is terrifying them. As should be the case with all forms of digitization, there is a need for a broadly supported vision and setting priorities based on that.

Against this background, a plea for even more medical technology in our part of the world, including e-health, is somewhat embarrassing. Growth in healthy years due to investment in health care in developing countries will far exceed the impact of the same investment in wealthy countries.

Nevertheless, it is desirable to continue deliberately on the chosen path, whereby expensive experiments for the benefit of a small group of patients have less priority in my opinion than investments in a healthy lifestyle, prevention, and self-reliance. Healthcare cannot and should not be taken over by robots; digitization and automation are mainly there to support and improve the work of the care provider and make it more satisficing and efficient.

One of the chapters in my e-book Future cities, always humane, smart if helpful, also deals with health care and offers examples of digital tools. In addition, it pays much more contextual information about the global health situation, particularly in cities. You can download by following the link below. The Dutch edition is here.

Herman van den Bosch's picture #DigitalCity
Cornelia Dinca, International Liaison at Amsterdam Smart City, posted

Join the Festival of the New European Bauhaus, June 9-12

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Are you working on a project, art piece, cultural or social initiative that presents an inspirational vision for an inclusive, beautiful, and sustainable future?  If so, the Festival of the New European Bauhaus is looking for you!

The Festival brings together people from all walks of life to debate and shape our future. A future that is sustainable, inclusive and beautiful. It is a great opportunity to network, exchange and celebrate – from science to art, from design to politics, from architecture to technology. It will feature debates, great speakers, artistic performances, exhibitions and networking opportunities.

How to be part of it
The Festival offers many opportunities for individuals and groups to get involved. Whether you want to present a project or initiative at the Fair, showcase artistic or cultural performances, or organise a side event in your own country, region or town. It is also possible to propose your venue to host an event within the festival, such as a project exhibit or an artistic performance.

Find out more and submit your application by March 21: https://new-european-bauhaus-festival.eu/

Cornelia Dinca's picture #CircularCity
Beth Njeri, Digital Communications Manager at Metabolic, posted

The interconnected city with nature, communities and resources

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In December, the Metabolic Cities team created a series of 3 articles on what future cities can become based on interconnections with nature, communities and resources.

If you haven’t already, take a look and tell us what you think.

An inclusive nature city allows species to thrive: https://www.metabolic.nl/news/interconnected-city-nature/

Interconnected communities, vital for healthy cities: https://www.metabolic.nl/news/interconnected-city-community/

Reconnecting to resources brings operations within planetary boundaries: https://www.metabolic.nl/news/interconnected-city-resources/

Beth Njeri's picture #CircularCity
Melchior Kanyemesha, Programmanagement + Energy Lead , posted

Hoe zorgen we er samen voor dat er in de toekomst voldoende drinkwater aanwezig blijft in onze regio?

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Drinkwater is wereldwijd een schaars goed. In Nederland is onze drinkwatervoorziening gelukkig goed geregeld. En toch. Als gevolg van
onze veranderende wereld stapelen de transities op. Zekerheden die we lang voor lief namen worden omgegooid. Onze steden groeien, wat nieuwe kansen brengt, maar ook nieuwe uitdagingen. Dat betekent ook iets voor onze
drinkwatervoorziening. Ons gebruik neemt toe en het aanbod staat onder druk.

Binnen de Provincie Flevoland is men aan het onderzoeken wat er nu al voor nodig is om dit probleem een halt toe te roepen. Momenteel zien we de vraag naar drinkwater stijgen, de drukte in de ondergrond toenemen en door klimaatverandering (denk aan droogte en hete zomers) het watergebruik stijgen. Om voldoende drinkwater van een goede kwaliteit te garanderen moeten we werken aan een systeemverandering. Waterbesparing moet worden gestimuleerd en laagwaardig gebruik van hoogwaardige kwaliteit water moet worden voorkomen.

Het huidige drinkwatergebruik bestaat voor ca. 70% huishoudelijke- en 30% zakelijke gebruikers (regio afhankelijk). Hoe maken we bij deze doelgroepen waterbesparing de norm? En hoe zorgen we ervoor dat de kwaliteit van het water bepalend is voor het gebruik? Dit zijn vraagstukken die in de toekomst steeds relevanter worden, maar ook nú al onze aandacht vragen.

Halverwege maart zal er binnen de Provincie Flevoland een Adviseur Drinkwatertransitie aan de slag gaan die zich met deze vragen bezighoudt.

We vragen jou om hulp!

Samen met de Provincie Flevoland zoeken we daarom alvast de ideeën, ervaringen en het draagvlak van het netwerk op. We zijn op zoek naar actuele kennis over dit onderwerp en mogelijke oplossingen. Daarnaast zijn we ook specifiek geïnteresseerd in ideeën om nu al urgentie te creëren voor dit onderwerp, ondanks dat het mogelijk pas in de toekomst gaat spelen.

Ben jij een expert op het thema, of heb jij relevante ideeën en ervaringen uit andere onderwerpen? Laat je reactie achter in de comments!

Melchior Kanyemesha's picture #CircularCity
Beth Njeri, Digital Communications Manager at Metabolic, posted

Job advert: Institute Director

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Are you passionate about research and open knowledge?

If so, we're looking for a dynamic Director to lead our non-profit research entity, Metabolic Institute. You'd be guiding a fantastic team, shaping the strategy, and building strong partnerships.

Find out more about the vacancy and apply now OR should you know someone who qualifies, please do share it with them.

Beth Njeri's picture #CircularCity
Zoë Spaaij, Project manager , posted

Talkshow: 50 jaar ‘Grenzen aan de groei’ – Wat gaan we de komende 50 jaar doen?

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Op 2 maart is het 50 jaar geleden dat het rapport ‘Grenzen aan de groei’ van de club van Rome verscheen. Het rapport schetste het scenario dat als de westerse maatschappij doorging met de consumptiemaatschappij, een immense catastrofe het gevolg zou zijn. Het rapport werd de aanjager van de milieubeweging van de jaren tachtig en lijkt met de huidige klimaatverandering en biodiversiteitscrisishelaas relevanter dan ooit.

Wat kunnen we, anno 2022, leren van het rapport? Wat is er de afgelopen jaren al wel gedaan en wat moeten we nog doen? Hoe kunnen we vergroening, digitalisering en een circulaire economie inzetten om het tij te keren?
Om deze vragen te beantwoorden en een blik in het verleden en heden te werpen slaan Future City Foundation, Stichting Steenbreek en de SKBN de handen ineen tijdens een online talkshow op 2 maart van 10.00 – 11.00 uur. Mediapartner van dit Webinar is Stadszaken.nl.

Datum: 2 maart, van 10.00 – 11.00 uur
Locatie: Online talkshow onder leiding van Jan-Willem Wesselink
Kosten: Gratis

In het rapport lees je de alarmerende boodschap: “De mensheid kan niet blijven doorgaan zich met toenemende snelheid te vermenigvuldigen en materiële vooruitgang als hoofddoel te beschouwen, zonder daarbij in moeilijkheden te komen. (…) Dat betekent dat we de keuze hebben tussen nieuwe doelstellingen zoeken teneinde onze toekomst in eigen handen te nemen, of ons onderwerpen aan de onvermijdelijk wredere gevolgen van ongecontroleerde groei.”

Welke nieuwe doelstellingen kunnen we nu zoeken om ervoor te zorgen dat we onze toekomst en die van onze kinderen in eigen hand nemen? Daarover gaan we met drie experts (namen volgen z.s.m.) in gesprek.

Wilt u meer weten en meepraten?

Meld u aan

Over de Future City Foundation
De Future City Foundation is een ‘movement of communities’ die zich bezighouden met digitalisering en technologisering van regio’s, steden en dorpen. Wij verbinden professionals bij gemeenten, bedrijven en andere organisaties met elkaar om samen van die regio’s, steden en dorpen slimme gemeenschappen te maken met een gezonder leefomgeving, zoals bedoeld in Sustainable Development Goals van de Verenigde Naties en conform onze Europese democratische waarden.

Over Stichting Steenbreek
Stichting Steenbreek is een kennis- en netwerkorganisatie en biedt ondersteuning bij het duurzaam vergroenen van onze leefomgeving. De Steenbreekvisie is dat het besef dat groen goed is voor biodiversiteit, klimaatadaptatie en een fijne, aantrekkelijke leefomgeving gemeengoed wordt. En dat iedereen in Nederland, van bewoner tot bestuurder, hiernaar handelt. Bekijk de website

Over SKBN
De Stichting Kennisalliantie Bedrijventerreinen Nederland (SKBN) is al tien jaar de landelijke kennisalliantie voor de (her)ontwikkeling van toekomstbestendige bedrijventerreinen en andere werklocaties. Bekijk de website

Over Stadszaken.nl
Stadszaken.nl informeert stedelijk professionals en RO-ers over ontwikkelingen in het vakgebied met dagelijks nieuws, achtergronden, tools, inspiratie en events. Dat doen we binnen de thema’s die er nu toe doen, namelijk economie, ruimte, circulaire economie, mensen en smart cities. Stadszaken.nl publiceert iedere werkdag actuele content en daarnaast minimaal drie keer per week achtergrond-, opinie- en/ of how-to-verhalen. Dat doen we samen met een netwerk van partners en een professionele redactie, ieder met zijn eigen specialiteit. Bekijk de website

Meld u aan

Online event on Mar 2nd
Beth Njeri, Digital Communications Manager at Metabolic, posted

Living Labs

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Have you ever wondered what it would feel like to live in a fully circular and sustainable city?

Around the world, cities are testing out real-life solutions to urban challenges in small open innovation ecosystems that allow them to demonstrate circular principles in action.

Learn more about how cities are embracing experimentation.

#myfuturecity #sustainablecities #rethinkingcities

Beth Njeri's picture #CircularCity
Beth Njeri, Digital Communications Manager at Metabolic, posted

Systems Thinking

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“The essence of systems thinking is that you don't look at an object on its own, you consider everything that it is connected to.” Eva Gladek, founder and CEO of Metabolic.

How does systems thinking look in practice? A systems map is a good way to show how everything is interconnected and how different parts influence each other.

At Metabolic, we use systems thinking as a core strategy to advance our vision of a circular and sustainable economy. Check out how this approach delivers sustainable solutions.

#systemsthinking #consulting #circulareconomy

Beth Njeri's picture #CircularCity
Beth Njeri, Digital Communications Manager at Metabolic, posted

What do you envision for the city of the future?

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Cities occupy just 3% of the earth’s land surface, but are home to more than half of the world’s population. When we envision cities of the future, interconnectedness with nature, communities, and resources is at the heart of it all. Our team put together a cities vision taking us on a vivid journey to a city in 2050. Lush, green, healthy, sustainable, and livable.

We hope that tangible, and positive image of what cities could look like in the future can bring different groups together, to build the right conditions and drive the actions to achieve it. Our vision is one of many such images, and we would love to hear from you about what you like, dislike, and what your city of the future looks like. In particular, we'd like to move away from a techno-futurist ideal.

Cities of tomorrow will emerge from the cities of today. Just as important as the conversations about what we would like to change, are the conversations about what we would like to keep! What would you keep, from your current city, for decades to come? Take a look and let us know what you think!

Beth Njeri's picture #CircularCity
Herman van den Bosch, professor in management development , posted

10 Accessibility, software, digital infrastructure, and data. The quest for ethics

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The 10th episode in the series Better cities: The contribution of digital technology deals with the impact of ethical principles on four pillars of digitization: accessibility, software, infrastructure and data.

In the previous episode, I discussed design principles - guidelines and values - for digital technology. The report of the Rathenau Instituut Opwaarderen - Borgen van publieke waarden in de digitale samenleving concludes that government, industry, and society are still insufficiently using these principles. Below, I will consider their impact on four pillars of digitization: accessibility, software, infrastructure, and data. The next episodes will be focused on their impact on frequently used technologies.

Accessibility

Accessibility refers to the availability of high-speed Internet for everyone. This goes beyond just technical access. It also means that a municipality ensures that digital content is understandable and that citizens can use the options offered. Finally, everyone should have a working computer.

Free and safe Internet for all residents is a valuable amenity, including Wi-Fi in public areas. Leaving the latter to private providers such as the LinkNYC advertising kiosks in New York, which are popping up in other cities as well, is a bad thing. Companies such as Sidewalk Labs tempt municipalities by installing these kiosks for free. They are equipped with sensors that collect a huge amount of data from every device that connects to the Wi-Fi network: Not only the location and the operating system, but also the MAC address. With the help of analytical techniques, the route taken can be reconstructed. Combined with other public data from Facebook or Google, they provide insight into personal interests, sexual orientation, race, and political opinion of visitors.

The huge internet that connects everything and everyone also raises specters, which have to do with privacy-related uncertainty and forms of abuse, which appeared to include hacking of equipment that regulates your heartbeat.

That is why there is a wide search for alternatives. Worldwide, P2P neighborhood initiatives occur for a private network. Many of these are part of The Things Network. Instead of Wi-Fi, this network uses a protocol called LoRaWAN. Robust end-to-end encryption means that users don't have to worry about secure wireless hotspots, mobile data plans, or faltering Wi-Fi connectivity. The Things Network manages thousands of gateways and provides coverage to millions of people and a suite of open tools that enable citizens and entrepreneurs to build IoT applications at a low cost, with maximum security and that are easy to scale.

Software

Computer programs provide diverse applications, ranging from word processing to management systems. Looking for solutions that best fit the guidelines and ethical principles mentioned in the former episode, we quickly arrive at open-source software, as opposed to proprietary products from commercial providers. Not that the latter are objectionable in advance or that they are always more expensive. The most important thing to pay attention to is interchangeability (interoperability) with products from other providers to prevent you cannot get rid of them (lock in).

Open-source software offers advantages over proprietary solutions, especially if municipalities encourage city-wide use. Barcelona is leading the way in this regard. The city aims to fully self-manage its ICT services and radically improve digital public services, including privacy by design. This results in data sovereignty and in the use of free software, open data formats, open standards, interoperability and reusable applications and services.

Anyone looking for open-source software cannot ignore the Fiwarecommunity, which is similar in organization to Linux and consists of companies, start-ups and freelance developers and originated from an initiative of the EU. Fiware is providing open and sustainable software around public, royalty-free and implementation-driven standards.

Infrastructure

Computers are no longer the largest group of components of the digital infrastructure. Their number has been surpassed by so-called ubiquitous sensor networks (USN), such as smart meters, CCTV, microphones, and sensors. Sensor networks have the most diverse tasks, they monitor the environment (air quality, traffic density, unwanted visitors) and they are in machines, trains, and cars and even in people to transmit information about the functioning of vital components. Mike Matson calculated that by 2050 a city of 2 million inhabitants will have as many as a billion sensors, all connected by millions of kilometers of fiber optic cable or via Wi-Fi with data centers, carrier hotels (nodes where private networks converge) to eventually the Internet.

This hierarchically organized cross-linking is at odds with the guidelines and ethical principles formulated in the previous post. Internet criminals are given free rein and data breaches can spread like wildfires, like denial of service (DoS). In addition, the energy consumption is enormous, apart from blockchain. Edge computing is a viable alternative. The processing of the data is done locally and only results are uploaded on demand. This applies to sensors, mobile phones and possibly automated cars as well. A good example is the Array of Things Initiative. Ultimately, this will include 500 sensors, which will be installed in consultation with the population in Chicago. Their data is stored in each sensor apart and can be consulted online, if necessary, always involving several sensors and part of the data. Federated data systems are comparable. Data is stored in a decentralized way, but authorized users can use all data thanks to user interfaces.

Data

There is a growing realization that when it comes to data, not only quantity, but also quality counts. I will highlight some aspects.

Access to data
Personal data should only be available with permission from the owner. To protect this data, the EU project Decode proposes that owners can manage their data via blockchain technology. Many cities now have privacy guidelines, but only a few conduct privacy impact assessments as part of its data policy (p.18).

Quality
There is growing evidence that much of the data used in artificial intelligence as “learning sets” is flawed. This had already become painfully clear from facial recognition data in which minority groups are disproportionately represented. New research shows that this is also true in the field of healthcare. This involves data cascades, a sum of successive errors, the consequences of which only become clear after some time. Data turned out to be irrelevant, incomplete, incomparable, and even manipulated.

Data commons
Those for whom high-quality data is of great importance will pay extra attention to its collection. In. this case, initiating a data common is a godsend. Commons are shared resources managed by empowered communities based on mutually agreed and enforced rules. An example is the Data and Knowledge Hub for Healthy Urban Living (p.152), in which governments, companies, environmental groups and residents collect data for the development of a healthy living environment, using a federated data system. These groups are not only interested in the data, but also in the impact of its application.

Open date
Many cities apply the 'open by default' principle and make most of the data public, although the user-friendliness and efficiency sometimes leave something to be desired. Various data management systems are available as an open-source portal. One of the most prominent ones is CKAN, administered by the Open Knowledge Foundation. It contains tools for managing, publishing, finding, using, and sharing data collections. It offers an extensive search function and allows the possibility to view data in the form of maps, graphs, and tables. There is an active community of users who continue to develop the system and adapt it locally.

To make the data accessible, some cities also offer training courses and workshops. Barcelona's Open Data Challenge is an initiative for secondary school students that introduces them to the city's vast dat collection.

Safety
As the size of the collected data, the amount of entry points and the connectivity on the Internet increase, the security risks also become more severe. Decentralization, through edge computing and federated storage with blockchain technology, certainly contribute to security. But there is still a long way to go. Only half of the cities has a senior policy officer in this area. Techniques for authentication, encryption and signing that together form the basis for attribute-based identity are applied only incidentally. This involves determining identity based on several characteristics of a user, such as function and location. Something completely different is Me and my shadow, a project that teaches Internet users to minimize their own trail and thus their visibility to Internet criminality.

There is still a world to win before the guidelines and ethical principles mentioned in the previous episode are sufficiently met. I emphasize again not to over-accentuate concepts such as 'big data', 'data-oriented policy' and the size of data sets. Instead, it is advisable to re-examine the foundations of scientific research. First and foremost is knowledge of the domain (1), resulting in research questions (2), followed by the choice of an appropriate research method (3), defining the type of data to be collected (4), the collection of these data (5), and finally their statistical processing to find evidence for substantiated hypothetical connections (6). The discussion of machine learning in the next episode will reveal that automatic processing of large data sets is mainly about discovering statistical connections, and that can have dire consequences.

Follow the link below to find one of the previous episodes or see which episodes are next, and this one for the Dutch version.

Herman van den Bosch's picture #DigitalCity
RESILIO Amsterdam, posted

RESILIO and its business case.

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It’s all about the money: A Smart RESILIO Blue-Green Roof might sound a little pricey. But is money all what counts? Are these roofs affordable? In this third part of the RESILIO blue-green roofs movie sequence we explain to you the overall value and benefits for the society and how to approach these in a financial matter. Maybe we have to broaden our view on how we assign value to an object and use these outcomes as a solution for financing. Daniel van den Buuse, PhD and Hans de Moel tell us all.

RESILIO Amsterdam's picture #CircularCity
Beth Njeri, Digital Communications Manager at Metabolic, posted

The interconnected city: Imagining our urban lives in 2050

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Our cities are evolving. Fast. How can we ensure they are sustainable, liveable, and healthy?

Metabolic has developed a nature-inclusive, community-centered, and circular city's vision.

This vision of the "ideal" city is only one of many. What's your favorite? Please share the story, vision, book, podcast, or image that best represents the city you hope to live in, one day.

Beth Njeri's picture #CircularCity
Marjan Schrama, posted

The State of the Region 2021

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Did you already register for State of the Region 2021?

State of the Region is the annual event of the Metropolitan Region Amsterdam , Amsterdam Economy, Amsterdam Economic Board and amsterdam&partners in which we take a look at the joint challenges, the strength and the capacity of our region. The central theme this year is ‘Investing in the Amsterdam Metropolitan Area’. Listen to the speech of the Mayor of Amsterdam, the challenging labourmarket and a keynote about the future of the city. See you the 10th of february at 15:45!
(*event is in Dutch, the keynote is English spoken).

Marjan Schrama's picture Online event on Dec 10th
Beth Njeri, Digital Communications Manager at Metabolic, posted

Shaping development in cities to combat climate change

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Ever wondered what life would look like in a sustainable, regenerative city?

With cities occupying only 3% of the global land surface but contributing to 70% of emissions, positive change can have a big impact. Metabolic CEO Eva Gladek reflected on how we can all become city makers. In light of COP26, it might be time to refocus on our cities.

Ready to take action? Find out how in the link below.

Beth Njeri's picture #CircularCity
Cornelia Dinca, International Liaison at Amsterdam Smart City, posted

4th ICC City Lab

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The 100 Intelligent Cities Challenge (ICC) is an initiative of the European Commission (EC) supporting municipalities in adopting new technologies to tackle the COVID-19 crisis and rebuild their economies while steering them in the direction of green, smart and sustainable growth. The focus is on supporting mid-size and smaller municipalities with improving the quality of life for citizens and business competitiveness.

Throughout the 2.5 year challenge, a series of five City Labs bring together ICC cities and stakeholders with the following objectives:
    1. Inspire with state-of-the-art re-thinking of the city of the future and its role amidst new climate change and digital growth ambitions;
    2. Peer-to-peer review of ICC core cities’ implementation plans;
    3. Present initiatives which entered the phase of implementation and exchange of views on maximising impact;
    4. Provide opportunities to explore the possibility of collaboration between cities with an interest in developing joint solutions;
    5. Allow the exchange of knowledge between city teams during interactive thematic sessions;
    6. Provide transversal support on access to finance, public procurement, and open data.

The 4th ICC City lab will kick off on November 30th with public sessions on up-skilling-and re-skilling open both to the ICC community and external participants.

As ICC mentor, the Amsterdam Metropolitan Region, will contribute to a Thematic Workshop on Green Economy and Local Green Deals on Wednesday, December 1st. During the workshop, Yolanda Schmal, policy advisor at the Province of North Holland will share best practices and current initiatives for accelerating the circular economy on a regional scale, with focus on plastics.

The full program and registration is available via: https://www.intelligentcitieschallenge.eu/events/4th-icc-city-lab

Cornelia Dinca's picture Online event from Nov 30th to Dec 10th
Herman van den Bosch, professor in management development , posted

Can Amsterdam even better support growth of its startup ecosystem?

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This post is the third and last in a series of articles about the startup ecosystem in Amsterdam Delta (Amsterdam metropolitan region). The first dealt with the dual challenge for start-ups to become socially and environmentally sustainable and to empower employees to be entrepreneurial through shared leadership. The second one was a review of the strengths and weaknesses of the Amsterdam startup ecosystem by the authors of the 2021 Global Startup Ecosystems Ranking.

Weaknesses and strengths

The 2021 Global Startup Ecosystem Report revealed several weaknesses in the Amsterdam startup ecosystem, which – I accentuate - should not overshadow the city’s position of Amsterdam as the world number 13 startup ecosystem. In terms of market reach, the overall score is satisfactory (7), but the Amsterdam Delta startups are primarily focused on global markets and score low on the local market. In the field of talent, the overall score is more than sufficient (7), due to the quality of technology students and graduates, but their number is inadequate, resulting in high vacancies and salary costs. Partly related to this, the growth potential (scalability) of the Amsterdam startup ecosystem is also insufficient, due to a limited reservoir of experienced entrepreneurs. Overall knowledge success is assessed as poor (1!) due to the unsatisfactory number of life science patents.

Amsterdam Policy plan 2019 - 2022

Most of the underlying data of the 2021 report is from 2019 – 2021, a time frame that coincides with the start of the new policy plan for startups in Amsterdam in the period 2019 - 2022. The inventory of challenges in this report mirrors several weaknesses mentioned above. Looking at the future, the report states: We have reached a point where growth of the local ecosystem does not have to mean that the local government wants to encourage as many companies in Amsterdam as possible but encourages activity that adds value to the city in new ways. In the coming years, we must also lay the foundations for a more inclusive society, in which the local startup and scaleup ecosystem also plays a role. A step towards inclusiveness means significantly increasing the business sector’s ambitions for social responsibility. In other words, a focus on quality in general that is aligned with at least the first challenge in the first post I referred to above.

How cities can support their startup ecosystem?

Below, I discuss highlights from the policy report 2019 - 2022 within a broader vision of possibilities for municipalities to support start- and scale-ups, partly based on an earlier edition of a The Global Startup Ecosystem Report.

Financial support
According to the 2021Global Startup Ecosystems Report, the funding of new businesses is not a big problem in Amsterdam Delta, also because of the generous tax facilities(!) in the Netherlands. However, investment relies heavily on local investors and governmental grants: 54% of the capital flowing into the ecosystem comes from domestic sources, 25% from the rest of Europe, and just 21% from the rest of the world.
The City of Amsterdam subsidized the Innovation Center for AI (ICAI) at Amsterdam Science Park, requiring that at least 20% of its revenues will be reserved for innovative SMEs and startups.
While funding is not an overriding problem, Amsterdam can improve its coordinating role in providing financial support, as for example Seoul has done by the creation of the Dream bank, a one-stop agency for all financial matters.

Growth of markets
The market position of Amsterdam start- and scaleups can be improved, especially in the home market, but also internationally. Besides, every new startup must start from scratch by creating a market. An agency called Amsterdam Trade and Innovate has commissioned trade developers to organize domestic and international activities that support promising companies in clusters such as technology, health, life sciences, and creative industry.

Expanding the reservoir of entrepreneurs
Amsterdam focuses on women and young people with a migration background, most of whom never received tech-related training. Initiatives such as House of Skills, Action Plan W&T, House of Digital offer a range of technology-based courses to make up for these shortcomings, alongside startup schools such as BSSA, Growth Tribe and The Talent Institute.
In December 2020, the City of Amsterdam announced it will invest yearly US$ 856,500 in RISE, the Female Hub Amsterdam. There is a high demand in sectors such as artificial intelligence, blockchain, robotics, life science and energy storage, while relatively many university students in technology seem to prefer media studies and gaming and the fintech market is almost satorized. Studying will become more attractive by combining study and jobs and affordable (co-)housing and childcare options, both of which are both are seriously lacking.
In addition, the ‘Warm Welcome’ program aims to attract ambitious tech talent from abroad. Unfortunately, the pandemic has significantly reduced the influx of potential talent from abroad while market opportunities for innovative tech startups and scaleups were improving.

Campuses
Innovative and research-oriented start-ups prefer the proximity of comparable small and medium-sized companies in campuses.  They also prefer locations in mixed urban environments. A campus offers space for complementary companies, large and small, and facilities to collaborate, such as shared laboratory spaces. Amsterdam develops urban innovation districts through regional development and transformation. These areas that can accommodate rapid growth and opportunity for clustering ‘anchor companies’, leading (knowledge) institutions, startups, scaleups, incubators and accelerators. The main areas are: West Innovation Park, Amsterdam Sciencepark, Marineterrein , AMC-Amstel III and VU-Kenniskwartier/Zuidas.

Participation in the network of incubators and accelerators
Startups and scaleups need support. Incubators help companies to settle, accelerators help them to grow steadily. One of the best things any city can do is actively participation in these incubators and accelerators. They can become a one shop-stop for all prospective participants, providing virtually all the support start- and scaleups need. 31 of the 89 incubators and accelerators in the Netherlands, are active in the Amsterdam metropolitan area. A rich pallette of incubators and co-working spaces such as TQ, WeWork, Spaces, Startup Village, Rent24 and B.Amsterdam have been set up. Accelerators are Rockstart, Startupbootcamp, Fashion for Good, ACE and Collider.
Within an incubator or accelerator, the municipality can be primary responsible for legal matters, offering work- and living spaces (initially for free and later rented out at attractive rates), trade missions and procurement.

Internships
In some cities, startups can practice aspects of social and environmental sustainability in public administration. An example is the Startup in Residence program that started in Amsterdam and has now been spread over 20 other Dutch cities, regional governments, and ministries. The program is open to both Dutch and foreign entrepreneurs. Professional coaches provide intensive training and support. Workspace is available too. Under certain conditions, local, regional, and national governments become launching customers or partners. A report provides a detailed overview of the program in Amsterdam and its impact on the participants and the community.

Taking care of starters in general
Only a small but previously unknown part of all starters becomes a startup. Moreover, the number of starters outsizes that of startups and some can become valued companies too In the Netherlands, each year more than 100.000 starters are registered with the Chamber of Commerce.

Short evaluation Amsterdam policy plan 2019 - 12022

I doubt whether the current Amsterdam policy on start- and scaleups will result in a better ranking next year, also because in many cities startup ecologies are growing faster. Personally, I believe that consolidating a position in the top 20 is the best possible and still admirable result. This certainly applies if Amsterdam can achieve its ambitions in the field of qualitative rather than quantitative growth. Amsterdam wants to become an inclusive community and the first circular city in the world. The city wants that start- and scaleups becoming forerunners in reaching these objectives. I am partly disappointed in the content of the policy report 2019 - 2022 regarding this ambition. Indeed, becoming a more inclusive community is reflected in supporting the growth of the number female entrepreneurs. However, I looked in vain at policies encourage activity regarding developing start- and scaleups that add value to the city in new ways for instance contributing to the development of the circular economy. These businesses will make the difference in the future startup ecosystem.

I will regularly share ‘snapshots’ of the challenge of bringing socially and ecologically sustainable cities closer using technology if useful. These posts represent findings, updates, and additions to my e-book Humane cities. Always humane. Smart if helpful, chapter 4 in particular. The English version of this book can be downloaded for free below.

Herman van den Bosch's picture #SmartCityAcademy
Innovatie Partners Amsterdam, Facilitating public-private collaboration and innovation at Gemeente Amsterdam, posted

Introducing Innovatie Partners for innovative entrepreneurs

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The City of Amsterdam launched a platform for entrepreneurs who want to collaborate on innovation with the public sector.

If you want to work with government and other large organisations, you need to apply for tenders and grants. These application procedures are often complex. Using clear information and useful checklists, Innovatie Partners makes tenders and grants accessible for small entrepreneurs, such as startups, scale-ups and MKB.

Find your project and apply!

On the platform

- Projects from organisations such as Gemeente Amsterdam, the Metropole Region Amsterdam (MRA) and Startup in Residence. Take a look at past and current projects (in Dutch).
- Road maps of how to apply for your tender or grant of choice.
- Explainers on what tenders and grants are and how they work, such as a glossary of unavoidable jargon (in Dutch).
- Detailed instructions and screencasts of how to fill out complicated forms (in Dutch).

Innovatie Partners Amsterdam's picture #CircularCity
Herman van den Bosch, professor in management development , posted

Breaking news for Amsterdam: The Global Startup Ecosystem Report 2021 is available

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In the recent past, the value of startups in Amsterdam Delta (Amsterdam metropolitan region) has taken a giant leap. In 2015, Amsterdam startups were valued at $11.1 billion. Today, Europe's number 3 ecosystem is worth $83.3 billion. The extraordinary success stories of Adyen and Takeaway have been a major contributor to this success, but its base is much broader. On the annually published Global Startup Ecosystem ranking Amsterdam Delta rose from the 19th place in 2015 to 12th place in 2020. Everyone was curious about the 2021 ranking. Well, as the table shows, Amsterdam Delta has been overtaken by Paris and Tokyo, but only lost one place due to a significant drop in Stockholm.

The value of rankings is easily overestimated. However, the value of startups should not be underestimated. More than 30% of the 4000 startups in the Netherlands are located in the Amsterdam metropolitan region. Together, the Dutch startups have created more than 100,000 jobs and are responsible for 60% of the annual job growth.

Globally, 2020 and 2021 were amazing years for startups as the pandemic fueled technology. According to the Global Startup Ecosystem Report 2021, Internet capacity increased by 35% and global broadband traffic by 51%. Consumers bought 30% more food online. Global venture capital funding nearly doubled to $288 billion in the first half of 2021, compared to the first half of 2020. Startups have benefited from the explosive technology market, supported by significant government support. Following China and the US, the European Union has been generous to startups, and the same goes for its member states. The Dutch government offers tax credits to innovative companies and environmentally friendly investments. The city of Amsterdam promotes startups that support inclusive growth and diversity, for example by subsidizing female entrepreneurs.

The Amsterdam Delta startup ecosystem can be characterized as vibrant. Still other ecosystems in the world are growing faster, including those in some European cities. In the global top ten emerging ecosystems, we find Copenhagen in second place and Barcelona, Madrid, and Zurich in places 5, 8 and 9.

To detect possible vulnerabilities in the Amsterdam Delta startup ecosystem, analyzing of success factors of the 30 highest-ranked ecosystems in the report is informative. In terms of performance, Amsterdam's composite score is in a middle position (6 out of 10 points). In terms of funding, the position is good (8). In terms of market reach, the overall score is satisfactory (7): The Amsterdam Delta startups are primarily focused on global markets and score low on the local market. Like most European ecosystems, Amsterdam Delta scores excellent (9) in connectedness, which is related to its strength on the global market. In terms of talent, the overall score is satisfactory (7), but the components differ considerably. The quality of technology students and graduates is good, but their number is insufficient, resulting in high salary costs. The scalability of the Amsterdam startup ecosystem is also insufficient, due to a lack of experience, which keeps many startups small. The overall knowledge success is assessed as poor (1) because the number of life science patents is disappointing.

When assessing the success factors, it should be considered that the population of Amsterdam Delta is about 10% of the population of London, and in this perspective the need to improve the global 13th place is not urgent. On the contrary, understanding why the Amsterdam Delta is performing so well is more relevant than looking for opportunities to improve it.

The explanation of Amsterdam's success has its roots in the fundamental strength of the Netherlands as a whole, which has at least ten other vibrant startup ecosystems. Against this background, one might be curious about the Global Startup Ecosystem ranking of the Randstad, including Eindhoven as a whole. According to the report, the strength of the Netherlands is its well-educated population, international orientation and English proficiency, excellent infrastructure, an 'extremely high quality of life' and business-friendly laws. Amsterdam is also the headquarters of many international companies, a large pool of potential startup founders.

In a next post, I will focus on Amsterdam's policy towards startups and evaluate whether a higher ranking is within reach or whether more qualitative objectives are preferable, taken into account the considerations in a former post on the Amsterdam Smart City website.

I will regularly share ‘snapshots’ of the challenge of bringing socially and ecologically sustainable cities closer using technology if useful. These posts represent findings, updates, and additions to my e-book Humane cities. Always humane. Smart if helpful. The English version of this book can be downloaded for free below.

Herman van den Bosch's picture #SmartCityAcademy
Lotte Nystrup Lund, Principal Research Scientist at City & Port Copenhagen, posted

Danish Researcher looking for inspiration in Amsterdam

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Hi community,

I am looking for inspiration on nature-based solutions in Amsterdam. I have a full day in Amsterdam the 6 th of October 2021, and I would love to visit locations having implemented nature-based solutions in impressive ways. I am curious about how Amsterdam has worked with urban biodiversity and how Amsterdam has implemented large-scale nature-based solutions, e.g. green corridors or other kinds of 'wild nature' in the city, for the benefit of people and other species :)

I hope you can help me with advices on where to go and whom to talk with?

My research project: Biocities of the future
The ambition is to develop initiatives that can help urban stakeholders integrate nature-based ideas and design strategies in urban development. The project includes prototyping a dialogue tool and testing if it could supplement the international certification tool DGNB Urban Districts.

I study how nature-based ideas integrate in urban development of today, and I identify some of the main drivers, paradoxes, consequences, and challenges, related to these integrations. The project focus is urban development inspired by nature’s ability to regenerate, through e.g., biomimicry and regenerative and biophilic design thinking.

My research is based on a cooperation between three Danish organisations:
City & Port - develop large scale urban areas in Copenhagen, DK
The Royal Danish Academy - Architecture, Design, Conservation
Bloxhub Science Forum - a nordic innovation hub for sustainable urbanization

You can read more about the research project using the website link

Lotte Nystrup Lund's picture #CircularCity
Beth Njeri, Digital Communications Manager at Metabolic, posted

Building back better with a systemic approach

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As the world grapples with vaccinations, variants, and how to return to "normal", it’s a good time to reflect on whether or not we are fully equipped to prevent future shocks.

Building true resilience means addressing the systemic issues that make our world increasingly fragile, by understanding the deeper structures and mental models at the root of a problem to create lasting solutions.

Check out our article done by Metabolic last year about building back better.

#circulareconomy

Beth Njeri's picture #Citizens&Living