They Are Watching You—and Everything Else on the Planet


Cover article by Robert Draper for Special Issue of the National Geographic: “Technology and our increasing demand for security have put us all under surveillance. Is privacy becoming just a memory?…

In 1949, amid the specter of European authoritarianism, the British novelist George Orwell published his dystopian masterpiece 1984, with its grim admonition: “Big Brother is watching you.” As unsettling as this notion may have been, “watching” was a quaintly circumscribed undertaking back then. That very year, 1949, an American company released the first commercially available CCTV system. Two years later, in 1951, Kodak introduced its Brownie portable movie camera to an awestruck public.

Today more than 2.5 trillion images are shared or stored on the Internet annually—to say nothing of the billions more photographs and videos people keep to themselves. By 2020, one telecommunications company estimates, 6.1 billion people will have phones with picture-taking capabilities. Meanwhile, in a single year an estimated 106 million new surveillance cameras are sold. More than three million ATMs around the planet stare back at their customers. Tens of thousands of cameras known as automatic number plate recognition devices, or ANPRs, hover over roadways—to catch speeding motorists or parking violators but also, in the case of the United Kingdom, to track the comings and goings of suspected criminals. The untallied but growing number of people wearing body cameras now includes not just police but also hospital workers and others who aren’t law enforcement officers. Proliferating as well are personal monitoring devices—dash cams, cyclist helmet cameras to record collisions, doorbells equipped with lenses to catch package thieves—that are fast becoming a part of many a city dweller’s everyday arsenal. Even less quantifiable, but far more vexing, are the billions of images of unsuspecting citizens captured by facial-recognition technology and stored in law enforcement and private-sector databases over which our control is practically nonexistent.

Those are merely the “watching” devices that we’re capable of seeing. Presently the skies are cluttered with drones—2.5 million of which were purchased in 2016 by American hobbyists and businesses. That figure doesn’t include the fleet of unmanned aerial vehicles used by the U.S. government not only to bomb terrorists in Yemen but also to help stop illegal immigrants entering from Mexico, monitor hurricane flooding in Texas, and catch cattle thieves in North Dakota. Nor does it include the many thousands of airborne spying devices employed by other countries—among them Russia, China, Iran, and North Korea.

We’re being watched from the heavens as well. More than 1,700 satellites monitor our planet. From a distance of about 300 miles, some of them can discern a herd of buffalo or the stages of a forest fire. From outer space, a camera clicks and a detailed image of the block where we work can be acquired by a total stranger….

This is—to lift the title from another British futurist, Aldous Huxley—our brave new world. That we can see it coming is cold comfort since, as Carnegie Mellon University professor of information technology Alessandro Acquisti says, “in the cat-and-mouse game of privacy protection, the data subject is always the weaker side of the game.” Simply submitting to the game is a dispiriting proposition. But to actively seek to protect one’s privacy can be even more demoralizing. University of Texas American studies professor Randolph Lewis writes in his new book, Under Surveillance: Being Watched in Modern America, “Surveillance is often exhausting to those who really feel its undertow: it overwhelms with its constant badgering, its omnipresent mysteries, its endless tabulations of movements, purchases, potentialities.”

The desire for privacy, Acquisti says, “is a universal trait among humans, across cultures and across time. You find evidence of it in ancient Rome, ancient Greece, in the Bible, in the Quran. What’s worrisome is that if all of us at an individual level suffer from the loss of privacy, society as a whole may realize its value only after we’ve lost it for good.”…(More)”.

Selected Readings on Data, Gender, and Mobility


By Michelle Winowatan, Andrew Young, and Stefaan Verhulst

The Living Library’s Selected Readings series seeks to build a knowledge base on innovative approaches for improving the effectiveness and legitimacy of governance. This curated and annotated collection of recommended works on the topic of data, gender, and mobility was originally published in 2017.

This edition of the Selected Readings was  developed as part of an ongoing project at the GovLab, supported by Data2X, in collaboration with UNICEF, DigitalGlobe, IDS (UDD/Telefonica R&D), and the ISI Foundation, to establish a data collaborative to analyze unequal access to urban transportation for women and girls in Chile. We thank all our partners for their suggestions to the below curation – in particular Leo Ferres at IDS who got us started with this collection; Ciro Cattuto and Michele Tizzoni from the ISI Foundation; and Bapu Vaitla at Data2X for their pointers to the growing data and mobility literature. 

Introduction

Daily mobility is key for gender equity. Access to transportation contributes to women’s agency and independence. The ability to move from place to place safely and efficiently can allow women to access education, work, and the public domain more generally. Yet, mobility is not just a means to access various opportunities. It is also a means to enter the public domain.

Women’s mobility is a multi-layered challenge
Women’s daily mobility, however, is often hampered by social, cultural, infrastructural, and technical barriers. Cultural bias, for instance, limits women mobility in a way that women are confined to an area with close proximity to their house due to society’s double standard on women to be homemakers. From an infrastructural perspective, public transportation mostly only accommodates home-to-work trips, when in reality women often make more complex trips with stops, for example, at the market, school, healthcare provider – sometimes called “trip chaining.” From a safety perspective, women tend to avoid making trips in certain areas and/or at certain time, due to a constant risk of being sexually harassed on public places. Women are also pushed toward more expensive transportation – such as taking a cab instead of a bus or train – based on safety concerns.

The growing importance of (new sources of) data
Researchers are increasingly experimenting with ways to address these interdependent problems through the analysis of diverse datasets, often collected by private sector businesses and other non-governmental entities. Gender-disaggregated mobile phone records, geospatial data, satellite imagery, and social media data, to name a few, are providing evidence-based insight into gender and mobility concerns. Such data collaboratives – the exchange of data across sectors to create public value – can help governments, international organizations, and other public sector entities in the move toward more inclusive urban and transportation planning, and the promotion of gender equity.
The below curated set of readings seek to focus on the following areas:

  1. Insights on how data can inform gender empowerment initiatives,
  2. Emergent research into the capacity of new data sources – like call detail records (CDRs) and satellite imagery – to increase our understanding of human mobility patterns, and
  3. Publications exploring data-driven policy for gender equity in mobility.

Readings are listed in alphabetical order.

We selected the readings based upon their focus (gender and/or mobility related); scope and representativeness (going beyond one project or context); type of data used (such as CDRs and satellite imagery); and date of publication.

Annotated Reading List

Data and Gender

Blumenstock, Joshua, and Nathan Eagle. Mobile Divides: Gender, Socioeconomic Status, and Mobile Phone Use in Rwanda. ACM Press, 2010.

  • Using traditional survey and mobile phone operator data, this study analyzes gender and socioeconomic divides in mobile phone use in Rwanda, where it is found that the use of mobile phones is significantly more prevalent in men and the higher class.
  • The study also shows the differences in the way men and women use phones, for example: women are more likely to use a shared phone than men.
  • The authors frame their findings around gender and economic inequality in the country to the end of providing pointers for government action.

Bosco, Claudio, et al. Mapping Indicators of Female Welfare at High Spatial Resolution. WorldPop and Flowminder, 2015.

  • This report focuses on early adolescence in girls, which often comes with higher risk of violence, fewer economic opportunity, and restrictions on mobility. Significant data gaps, methodological and ethical issues surrounding data collection for girls also create barriers for policymakers to create evidence-based policy to address those issues.
  • The authors analyze geolocated household survey data, using statistical models and validation techniques, and creates high-resolution maps of various sex-disaggregated indicators, such as nutrition level, access to contraception, and literacy, to better inform local policy making processes.
  • Further, it identifies the gender data gap and issues surrounding gender data collection, and provides arguments for why having a comprehensive data can help create better policy and contribute to the achievements of the Sustainable Development Goals (SDGs).

Buvinic, Mayra, Rebecca Furst-Nichols, and Gayatri Koolwal. Mapping Gender Data Gaps. Data2X, 2014.

  • This study identifies gaps in gender data in developing countries on health, education, economic opportunities, political participation, and human security issues.
  • It recommends ways to close the gender data gap through censuses and micro-level surveys, service and administrative records, and emphasizes how “big data” in particular can fill the missing data that will be able to measure the progress of women and girls well being. The authors argue that dentifying these gaps is key to advancing gender equality and women’s empowerment, one of the SDGs.

Catalyzing Inclusive FInancial System: Chile’s Commitment to Women’s Data. Data2X, 2014.

  • This article analyzes global and national data in the banking sector to fill the gap of sex-disaggregated data in Chile. The purpose of the study is to describe the difference in spending behavior and priorities between women and men, identify the challenges for women in accessing financial services, and create policies that promote women inclusion in Chile.

Ready to Measure: Twenty Indicators for Monitoring SDG Gender Targets. Open Data Watch and Data2X, 2016.

  • Using readily available data this study identifies 20 SDG indicators related to gender issues that can serve as a baseline measurement for advancing gender equality, such as percentage of women aged 20-24 who were married or in a union before age 18 (child marriage), proportion of seats held by women in national parliament, and share of women among mobile telephone owners, among others.

Ready to Measure Phase II: Indicators Available to Monitor SDG Gender Targets. Open Data Watch and Data2X, 2017.

  • The Phase II paper is an extension of the Ready to Measure Phase I above. Where Phase I identifies the readily available data to measure women and girls well-being, Phase II provides informations on how to access and summarizes insights from this data.
  • Phase II elaborates the insights about data gathered from ready to measure indicators and finds that although underlying data to measure indicators of women and girls’ wellbeing is readily available in most cases, it is typically not sex-disaggregated.
  • Over one in five – 53 out of 232 – SDG indicators specifically refer to women and girls. However, further analysis from this study reveals that at least 34 more indicators should be disaggregated by sex. For instance, there should be 15 more sex-disaggregated indicators for SDG number 3: “Ensure healthy lives and promote well-being for all at all ages.”
  • The report recommends national statistical agencies to take the lead and assert additional effort to fill the data gap by utilizing tools such as the statistical model to fill the current gender data gap for each of the SDGs.

Reed, Philip J., Muhammad Raza Khan, and Joshua Blumenstock. Observing gender dynamics and disparities with mobile phone metadata. International Conference on Information and Communication Technologies and Development (ICTD), 2016.

  • The study analyzes mobile phone logs of millions of Pakistani residents to explore whether there is a difference in mobile phone usage behavior between male and female and determine the extent to which gender inequality is reflected in mobile phone usage.
  • It utilizes mobile phone data to analyze the pattern of usage behavior between genders, and socioeconomic and demographic data obtained from census and advocacy groups to assess the state of gender equality in each region in Pakistan.
  • One of its findings is a strong positive correlation between proportion of female mobile phone users and education score.

Stehlé, Juliette, et al. Gender homophily from spatial behavior in a primary school: A sociometric study. 2013.

    • This paper seeks to understand homophily, a human behavior characterizes by interaction with peers who have similarities in “physical attributes to tastes or political opinions”. Further, it seeks to identify the magnitude of influence, a type of homophily has to social structures.
    • Focusing on gender interaction among primary school aged children in France, this paper collects data from wearable devices from 200 children in the period of 2 days and measure the physical proximity and duration of the interaction among those children in the playground.
  • It finds that interaction patterns are significantly determined by grade and class structure of the school. Meaning that children belonging to the same class have most interactions, and that lower grades usually do not interact with higher grades.
  • From a gender lens, this study finds that mixed-gender interaction lasts shorter relative to same-gender interaction. In addition, interaction among girls is also longer compared to interaction among boys. These indicate that the children in this school tend to have stronger relationships within their own gender, or what the study calls gender homophily. It further finds that gender homophily is apparent in all classes.

Data and Mobility

Bengtsson, Linus, et al. Using Mobile Phone Data to Predict the Spatial Spread of Cholera. Flowminder, 2015.

  • This study seeks to predict the 2010 cholera epidemic in Haiti using 2.9 million anonymous mobile phone SIM cards and reported cases of Cholera from the Haitian Directorate of Health, where 78 study areas were analyzed in the period of October 16 – December 16, 2010.
  • From this dataset, the study creates a mobility matrix that indicates mobile phone movement from one study area to another and combines that with the number of reported case of cholera in the study areas to calculate the infectious pressure level of those areas.
  • The main finding of its analysis shows that the outbreak risk of a study area correlates positively with the infectious pressure level, where an infectious pressure of over 22 results in an outbreak within 7 days. Further, it finds that the infectious pressure level can inform the sensitivity and specificity of the outbreak prediction.
  • It hopes to improve infectious disease containment by identifying areas with highest risks of outbreaks.

Calabrese, Francesco, et al. Understanding Individual Mobility Patterns from Urban Sensing Data: A Mobile Phone Trace Example. SENSEable City Lab, MIT, 2012.

  • This study compares mobile phone data and odometer readings from annual safety inspections to characterize individual mobility and vehicular mobility in the Boston Metropolitan Area, measured by the average daily total trip length of mobile phone users and average daily Vehicular Kilometers Traveled (VKT).
  • The study found that, “accessibility to work and non-work destinations are the two most important factors in explaining the regional variations in individual and vehicular mobility, while the impacts of populations density and land use mix on both mobility measures are insignificant.” Further, “a well-connected street network is negatively associated with daily vehicular total trip length.”
  • This study demonstrates the potential for mobile phone data to provide useful and updatable information on individual mobility patterns to inform transportation and mobility research.

Campos-Cordobés, Sergio, et al. “Chapter 5 – Big Data in Road Transport and Mobility Research.” Intelligent Vehicles. Edited by Felipe Jiménez. Butterworth-Heinemann, 2018.

  • This study outlines a number of techniques and data sources – such as geolocation information, mobile phone data, and social network observation – that could be leveraged to predict human mobility.
  • The authors also provide a number of examples of real-world applications of big data to address transportation and mobility problems, such as transport demand modeling, short-term traffic prediction, and route planning.

Lin, Miao, and Wen-Jing Hsu. Mining GPS Data for Mobility Patterns: A Survey. Pervasive and Mobile Computing vol. 12,, 2014.

  • This study surveys the current field of research using high resolution positioning data (GPS) to capture mobility patterns.
  • The survey focuses on analyses related to frequently visited locations, modes of transportation, trajectory patterns, and placed-based activities. The authors find “high regularity” in human mobility patterns despite high levels of variation among the mobility areas covered by individuals.

Phithakkitnukoon, Santi, Zbigniew Smoreda, and Patrick Olivier. Socio-Geography of Human Mobility: A Study Using Longitudinal Mobile Phone Data. PLoS ONE, 2012.

  • This study used a year’s call logs and location data of approximately one million mobile phone users in Portugal to analyze the association between individuals’ mobility and their social networks.
  • It measures and analyze travel scope (locations visited) and geo-social radius (distance from friends, family, and acquaintances) to determine the association.
  • It finds that 80% of places visited are within 20 km of an individual’s nearest social ties’ location and it rises to 90% at 45 km radius. Further, as population density increases, distance between individuals and their social networks decreases.
  • The findings in this study demonstrates how mobile phone data can provide insights to “the socio-geography of human mobility”.

Semanjski, Ivana, and Sidharta Gautama. Crowdsourcing Mobility Insights – Reflection of Attitude Based Segments on High Resolution Mobility Behaviour Data. vol. 71, Transportation Research, 2016.

  • Using cellphone data, this study maps attitudinal segments that explain how age, gender, occupation, household size, income, and car ownership influence an individual’s mobility patterns. This type of segment analysis is seen as particularly useful for targeted messaging.
  • The authors argue that these time- and space-specific insights could also provide value for government officials and policymakers, by, for example, allowing for evidence-based transportation pricing options and public sector advertising campaign placement.

Silveira, Lucas M., et al. MobHet: Predicting Human Mobility using Heterogeneous Data Sources. vol. 95, Computer Communications , 2016.

  • This study explores the potential of using data from multiple sources (e.g., Twitter and Foursquare), in addition to GPS data, to provide a more accurate prediction of human mobility. This heterogenous data captures popularity of different locations, frequency of visits to those locations, and the relationships among people who are moving around the target area. The authors’ initial experimentation finds that the combination of these sources of data are demonstrated to be more accurate in identifying human mobility patterns.

Wilson, Robin, et al. Rapid and Near Real-Time Assessments of Population Displacement Using Mobile Phone Data Following Disasters: The 2015 Nepal Earthquake. PLOS Current Disasters, 2016.

  • Utilizing call detail records of 12 million mobile phone users in Nepal, this study seeks spatio-temporal details of the population after the earthquake on April 25, 2015.
  • It seeks to answer the problem of slow and ineffective disaster response, by capturing near real-time displacement pattern provided by mobile phone call detail records, in order to inform humanitarian agencies on where to distribute their assistance. The preliminary results of this study were available nine days after the earthquake.
  • This project relies on the foundational cooperation with mobile phone operator, who supplied the de-identified data from 12 million users, before the earthquake.
  • The study finds that shortly after the earthquake there was an anomalous population movement out of the Kathmandu Valley, the most impacted area, to surrounding areas. The study estimates 390,000 people above normal had left the valley.

Data, Gender and Mobility

Althoff, Tim, et al. “Large-Scale Physical Activity Data Reveal Worldwide Activity Inequality.” Nature, 2017.

  • This study’s analysis of worldwide physical activity is built on a dataset containing 68 million days of physical activity of 717,527 people collected through their smartphone accelerometers.
  • The authors find a significant reduction in female activity levels in cities with high active inequality, where high active inequality is associated with low city walkability – walkability indicators include pedestrian facilities (city block length, intersection density, etc.) and amenities (shops, parks, etc.).
  • Further, they find that high active inequality is associated with high levels of inactivity-related health problems, like obesity.

Borker, Girija. “Safety First: Street Harassment and Women’s Educational Choices in India.” Stop Street Harassment, 2017.

  • Using data collected from SafetiPin, an application that allows user to mark an area on a map as safe or not, and Safecity, another application that lets users share their experience of harassment in public places, the researcher analyzes the safety of travel routes surrounding different colleges in India and their effect on women’s college choices.
  • The study finds that women are willing to go to a lower ranked college in order to avoid higher risk of street harassment. Women who choose the best college from their set of options, spend an average of $250 more each year to access safer modes of transportation.

Frias-Martinez, Vanessa, Enrique Frias-Martinez, and Nuria Oliver. A Gender-Centric Analysis of Calling Behavior in a Developing Economy Using Call Detail Records. Association for the Advancement of Articial Intelligence, 2010.

  • Using encrypted Call Detail Records (CDRs) of 10,000 participants in a developing economy, this study analyzes the behavioral, social, and mobility variables to determine the gender of a mobile phone user, and finds that there is a difference in behavioral and social variables in mobile phone use between female and male.
  • It finds that women have higher usage of phone in terms of number of calls made, call duration, and call expenses compared to men. Women also have bigger social network, meaning that the number of unique phone numbers that contact or get contacted is larger. It finds no statistically significant difference in terms of distance made between calls in men and women.
  • Frias-Martinez et al recommends to take these findings into consideration when designing a cellphone based service.

Psylla, Ioanna, Piotr Sapiezynski, Enys Mones, Sune Lehmann. “The role of gender in social network organization.” PLoS ONE 12, December 20, 2017.

  • Using a large dataset of high resolution data collected through mobile phones, as well as detailed questionnaires, this report studies gender differences in a large cohort. The researchers consider mobility behavior and individual personality traits among a group of more than 800 university students.
  • Analyzing mobility data, they find both that women visit more unique locations over time, and that they have more homogeneous time distribution over their visited locations than men, indicating the time commitment of women is more widely spread across places.

Vaitla, Bapu. Big Data and the Well-Being of Women and Girls: Applications on the Social Scientific Frontier. Data2X, Apr. 2017.

  • In this study, the researchers use geospatial data, credit card and cell phone information, and social media posts to identify problems–such as malnutrition, education, access to healthcare, mental health–facing women and girls in developing countries.
  • From the credit card and cell phone data in particular, the report finds that analyzing patterns of women’s spending and mobility can provide useful insight into Latin American women’s “economic lifestyles.”
  • Based on this analysis, Vaitla recommends that various untraditional big data be used to fill gaps in conventional data sources to address the common issues of invisibility of women and girls’ data in institutional databases.

The world watches Reykjavik’s digital democracy experiment


Joshua Jacobs at the Financial Times: “When Iceland’s banks collapsed and mistrust of politicians soared during the 2008 financial crisis, two programmers thought software could help salvage the country’s democracy. They created Your Priorities, a platform that allows citizens to suggest laws, policies and budget measures, which can then be voted up or down by other users. “

We thought: If we manage somehow to connect regular citizens with government then we create a dialogue that will ultimately result in better decisions,” says Robert Bjarnason, chief executive of Citizens Foundation, the company that created Your Priorities. Mr Bjarnason and his fellow co-founder of Citizens Foundation, Gunnar Grimsson, used the software to create a policy website called Better Reykjavik just before the city’s 2010 elections.

Jon Gnarr, Reykjavik’s then mayor, encouraged people to use the platform to give him policy suggestions and he committed to funding the top 10 ideas each month. Seven years on, Better Reykjavik has some 20,000 users and 769 of their ideas have been approved by the city council. These include increasing financial support for the city’s homeless, converting a former power station into a youth centre, introducing gender-neutral toilets and naming a street after Darth Vader, the character from Star Wars.

Your Priorities has also been tested in other countries, including Estonia, Australia, Scotland, Wales, Norway and Malta. In Estonia, seven proposals have become law, including one limiting donations from companies to political parties and another that requires the national parliament to debate any proposal with more than 1,000 votes.

The software is part of a global trend for people to seek more influence over their politicians. In Australia, for example, the MiVote app allows people to vote on issues being debated in parliament.

…At times, the portal can become a “crazy sounding board” Mr Svansson concedes. The Reykjavik council has put in quality controls to filter out hare-brained proposals, although Mr Bjarnason says he has had to remove inappropriate content only a handful of times….During Iceland’s parliamentary elections last month, 10 out of 11 political parties published their election pitches on Your Priorities, allowing voters to comment on policies and propose new ones. This interactive manifesto website attracted 22,000 visitors.

Testing the efficacy of platforms such as Your Priorities is perhaps easier in Reykjavik — population 123,000 — than in larger cities. Even so, integrating the site into the council’s policymaking apparatus has been slower than Mr Bjarnason had foreseen. “Everything takes a long time and sometimes it is like you are swimming in syrup,” he says. “Still, it has been a really good experience working with the city.”…(More).

Use of the websites of parliaments to promote citizen deliberation in the process of public decision-making. Comparative study of ten countries


Santiago Giraldo Luquet in Communications and Society: “This study develops a longitudinal research (2010-2015) on 10 countries – 5 European countries (France, United Kingdom, Sweden, Italy and Spain) and 5 American countries (Argentina, Ecuador, Chile, Colombia and the USA). The aim is to compare how the parliaments use its official websites in order to promote the political participation process in the citizenship. The study focuses on the deliberation axe (Macintosh, 2004, Hagen, 2000, Vedel, 2003, 2007) and in the way that representative institutions define a digital strategy to create an online public sphere.

Starting with the recognition of Web 2.0 as a debate sphere and as a place of reconfiguration of the traditional –and utopian- Greek Agora, the study adopts the ‘deliberate’ political action axe to evaluate, qualitatively and quantitatively -using a content analysis methodology- the use of the Web 2.0 tools made by the legislative bodies of the analysed countries. The article shows how, which and what parliaments use Web 2.0 tools – integrated in their web page – as a scenario that allows deliberation at the different legislative processes that integrate the examined political systems. Finally, the comparative results show the main differences and similarities between the countries, as well as a tendency to reduce deliberation tools offering by representative institutions in the countries sampled…(More)”.

Selected Readings on CrowdLaw


By Beth Simone Noveck and Gabriella Capone

The Living Library’s Selected Readings series seeks to build a knowledge base on innovative approaches for improving the effectiveness and legitimacy of governance. This curated and annotated collection of recommended works on the topic of CrowdLaw was published in 2018, and most recently updated on February 13, 2019.

Introduction

The public is beginning to demand — and governments are beginning to provide — new opportunities for the engagement of citizens on an ongoing basis as collaborators in public problem-solving rather than merely as voters. Nowhere is the explosion in citizen participation accelerating more than in the context of lawmaking, where legislators and regulators are turning to new technology to solicit both public opinion and know-how to improve the legitimacy and effectiveness of the legislative process.

Such participatory lawmaking, known as crowdlaw (also, CrowdLaw), is a tech-enabled approach for the collaborative drafting of legislation, policies or constitutions between governments and citizens. CrowdLaw is an alternative to the traditional method of lawmaking, which is typically done by the political elite — politicians, bureaucrats, and staff — working in legislatures behind closed doors, with little input from the people affected. Instead, this new form of inclusive lawmaking opens the legislative function of government to a broader array of actors.

From Brazil to Iceland to Libya, there is an explosion in new collaborative lawmaking experiments. Despite the growing movement, the field of participatory lawmaking requires further research and experimentation. Given the traditionally deep distrust of groups expressed in the social psychology literature on groupthink, which condemns the presumed tendency of groups to drift to extreme positions, it is not self-evident that crowdlaw practices are better and should be institutionalized. Also, depending on its design, crowdlaw has the potential to accomplish different normative goals, which are often viewed as being at odds, including: improving democratic legitimacy by giving more people a voice in the process, or creating better quality legislation by introducing greater expertise. There is a need to study crowdlaw practices and assess their impact.

To complement our evolving theoretical and empirical research on and case studies of crowdlaw, we have compiled these selected readings on public engagement in lawmaking and policymaking. For reasons of space, we do not include readings on citizen engagement or crowdsourcing and open innovation generally (see GovLab’s Selected Readings on Crowdsourcing Opinions and Ideas) but focus, instead, on engagement in these specific institutional contexts.

We invite you to visit Crowd.Law for additional resources, as well as:

CrowdLaw Design Recommendations

CrowdLaw Twitter List

CrowLaw Unconferences:

Annotated Readings

Aitamurto, Tanja – Collective Intelligence in Law Reforms: When the Logic of the Crowds and the Logic of Policymaking Collide (Paper, 10 pages, 2016)

  • This paper explores the risks of crowdsourcing for policymaking and the challenges that arise as a result of a severe conflict between the logics of the crowds and the logics of policymaking. Furthermore, he highlights the differences between traditional policymaking, which is done by a small group of experts, and crowdsourced policymaking, which utilizes a large, anonymous crowd with mixed levels of expertise.
  • “By drawing on data from a crowdsourced law-making process in Finland, the paper shows how the logics of the crowds and policymaking collide in practice,” and thus how this conflict prevents governments from gathering valuable insights from the crowd’s input. Poblet then addresses how to resolve this conflict and further overcome these challenges.

Atlee, Tom – vTaiwan (Blog series, 5 parts, 2018)

  • In this five-part blog series, Atlee describes in detail Taiwan’s citizen engagement platform vTaiwan and his takeaways after several months of research.
  • In order to cover what he deems “an inspiring beginning of a potentially profound evolutionary shift in all aspects of our collective governance,” Atlee divides his findings into the following sections:
    • The first post includes a quick introduction and overview of the platform.
    • The second delves deeper into its origins, process, and mechanics.
    • The third describes two real actions completed by vTaiwan and its associated g0v community.
    • The fourth provides a long list of useful sources discovered by Atlee.
    • The fifth and final post offers a high-level examination of vTaiwan and makes comments to provide lessons for other governments.

Capone, Gabriella and Beth Simone Noveck – “CrowdLaw”: Online Public Participation in Lawmaking, (Report, 71 pages, 2017)

  • Capone and Noveck provide recommendations for the thoughtful design of crowdlaw initiatives, a model legislative framework for institutionalizing legislative participation, and a summary of 25 citizen engagement case studies from around the world — all in an effort to acknowledge and promote best crowdlaw practices. The report, written to inform the public engagement strategy of the Autonomous Community of Madrid, can apply to crowdlaw initiatives across different contexts and jurisdictions.
  • CrowdLaw advocates for engagement opportunities that go beyond citizens suggesting ideas, and inviting integration of participation throughout the legislative life-cycle — from agenda-setting to evaluation of implemented legislation. Additionally, Capone and Noveck highlight the importance of engaging with the recipient public institutions to ensure that participatory actions are useful and desired. Finally, they lay out a research and experimentation agenda for crowdlaw, noting that the increased data capture and sharing, as well as the creation of empirical standards for evaluating initiatives, are integral to the progress and promise of crowdlaw.
  • The 25 case studies are organized by a six-part taxonomy of: (1) the participatory task requested, (2) the methods employed by the process, (3) the stages of the legislative process, (4) the platforms used, from mobile to in-person meetings, (5) the institutionalization or degree of legal formalization of the initiative, and (6) the mechanisms and metrics for ongoing evaluation of the initiative

Faria, Cristiano Ferri Soares de – The open parliament in the age of the internet: can the people now collaborate with legislatures in lawmaking? (Book, 352 pages, 2013)

  • Faria explores the concept of participatory parliaments, and how participatory and deliberative democracy can complement existing systems of representative democracy. Currently the first and only full-length book surveying citizen engagement in lawmaking.
  • As the World Bank’s Tiago Peixoto writes: “This is a text that brings the reader into contact with the main theories and arguments relating to issues of transparency, participation, actors’ strategies, and processes of institutional and technological innovation. […] Cristiano Faria captures the state of the art in electronic democracy experiences in the legislative at the beginning of the 21st century.”
  • Chapters 4 and 5, deep dive into two case studies: the Chilean Senate’s Virtual Senator project, and the Brazilian House of Representatives e-Democracy project.

Johns, Melissa, and Valentina Saltane (World Bank Global Indicators Group) – Citizen Engagement in Rulemaking: Evidence on Regulatory Practices in 185 Countries (Report, 45 pages, 2016)

  • This report “presents a new database of indicators measuring the extent to which rulemaking processes are transparent and participatory across 185 countries. […] [It] presents a nses ew global data set on citizen engagement in rulemaking and provides detailed descriptive statistics for the indicators. The paper then provides preliminary analysis on how the level of citizen engagement correlates with other social and economic outcomes. To support this analysis, we developed a composite citizen engagement in rulemaking score around the publication of proposed regulations, consultation on their content and the use of regulatory impact assessments.”
  • The authors outline the global landscape of regulatory processes and the extent to which citizens are kept privy to regulatory happenings and/or able to participate in them.
  • Findings include that: “30 of the sampled economies regulators voluntarily publish proposed regulations despite having no formal requirement to do so” and that, “In 98 of the 185 countries surveyed for this paper, ministries and regulatory agencies do not conduct impact assessments of proposed regulations.” Also: “High-income countries tend to perform well on the citizen engagement in rulemaking score.”

Noveck, Beth Simone – The Electronic Revolution in Rulemaking (Journal article, 90 pages, 2004)

  • Noveck addresses the need for the design of effective practices, beyond the legal procedure that enables participation, in order to fully institutionalize the right to participate in e-rulemaking processes. At the time of writing, e-rulemaking practices failed to “do democracy,” which requires building a community of practice and taking advantage of enabling technology. The work, which focuses on public participation in informal rulemaking processes, explores “how the use of technology in rulemaking can promote more collaborative, less hierarchical, and more sustained forms of participation — in effect, myriad policy juries — where groups deliberate together.”
  • Noveck looks to reorient on the improvement of participatory practices that exploit new technologies: a design-centered approach as opposed a critique the shortcomings of participation. Technology can be a critical tool in promoting meaningful, deliberative engagement among citizens and government. With this, participation is to be not a procedural right, but a set of technologically-enabled practices enabled by government.

Peña-López, Ismael – decidim.barcelona, Spain. Voice or chatter? Case studies (Report, 54 pages, 2017)

  • Peña-López analyzes the origins and impact of the opensource decidim.barcelona platform, a component of the city’s broader movement towards participatory democracy. The case is divided into “the institutionalization of the ethos of the 15M Spanish Indignados movement, the context building up to the decidim.barcelona initiative,” and then reviews “its design and philosophy […] in greater detail. […] In the final section, the results of the project are analyzed and the shifts of the initiative in meaning, norms and power, both from the government and the citizen end are discussed.”
  • A main finding includes that “decidim.barcelona has increased the amount of information in the hands of the citizens, and gathered more citizens around key issues. There has been an increase in participation, with many citizen created proposals being widely supported, legitimated and accepted to be part of the municipality strategic plan. As pluralism has been enhanced without damaging the existing social capital, we can only think that the increase of participation has led to an improvement of democratic processes, especially in bolstering legitimacy around decision making.”

Simon, Julie, Theo Bass, Victoria Boelman, and Geoff Mulgan (Nesta) – Digital Democracy: The Tools Transforming Political Engagement (Report, 100 pages, 2017)

  • Reviews the origins, implementation, and outcomes of 13 case studies representing the best in digital democracy practices that are consistently reviewed. The report then provides six key themes that underpin a “good digital democracy process.” Particularly instructive are the interviews with actors in each of the different projects, and their accounts of what contributed to their project’s successes or failures. The Nesta team also provides insightful analysis as to what contributed to the relative success or failure of the initiatives.

Suteu, Silvia – Constitutional Conventions in the Digital Era: Lessons from Iceland and Ireland (Journal article, 26 pages, 2015)

  • This piece from the Boston College International & Comparative Law Review “assesses whether the novelty in the means used in modern constitution-making translates further into novelty at a more substantive level, namely, in the quality of the constitution-making process and legitimacy of the end product. Additionally, this Essay analyzes standards of direct democratic engagements, which adequately fit these new developments, with a focus on the cases of Iceland and Ireland.”
  • It provides four motivations for focusing on constitution-making processes:
    • legitimacy: a good process can create a model for future political interactions,
    • the correlation between participatory constitution-making and the increased availability of popular involvement mechanisms,
    • the breadth of participation is a key factor to ensuring constitutional survival, and
    • democratic renewal.
  • Suteu traces the Icelandic and Irish processes of crowdsourcing their constitutions, the former being known as the first crowdsourced constitution, and the latter being known for its civil society-led We the Citizens initiative which spurred a constitutional convention and the adoption of a citizen assembly in the process.

Bernal, Carlos – How Constitutional Crowd-drafting can enhance Legitimacy in Constitution-Making(Paper, 27 pages, 2018)

  • Bernal examines the use of online engagement for facilitating citizen participation in constitutional drafting, a process he dubs “Crowddrafting.” Highlighting examples from places such as Kenya, Iceland, and Egypt, he lays out the details the process including key players, methods, actions, and tools.
  • Bernal poses three stages where citizens can participate in constitutional crowddrafting: foundational, deliberation, and pre-ratification. Citing more examples, he concisely explains how each process works and states their expected outcomes. Although he acknowledges the challenges that it may face, Bernal concludes by proposing that “constitutional crowddrafting is a strategy for strengthening the democratic legitimacy of constitution-making processes by enabling inclusive mechanisms of popular participation of individuals and groups in deliberations, expression of preferences, and decisions related to the content of the constitution.”
  • He suggests that crowddrafting can increase autonomy, transparency, and equality, and can engage groups or individuals that are often left out of deliberative processes. While it may create potential risks, Bernal explains how to mitigate those risks and achieve the full power of enhanced legitimacy from constitutional crowddrafting.

Finnbogadóttir, Vigdís & Gylfason,Thorvaldur – The New Icelandic Constitution: How did it come about? Where is it? (Book, 2016)

  • This book, co-authored by a former President of Iceland (also the world’s first democratically directly elected female president) tells the story the crowdsourced Icelandic constitution as a powerful example of participatory democracy.
  • “In 2010 a nationally elected Constitutional Council met, and four months later a draft constitution was born. On the 20th. of October 2012, The People of Iceland voted to tell their Parliament to ratify it as its new constitution.” Four years later, the book discusses the current state of the Icelandic constitution and explores whether Parliament is respecting the will of the people.

Mitozo, Isabele & Marques, Francisco Paulo Jamil – Context Matters! Looking Beyond Platform Structure to Understand Citizen Deliberation on Brazil’s Portal e‐Democracia (Article, 21 pages, 2019)

  • This article analyzes the Portal e‐Democracia participatory platform, sponsored by the Brazilian Chamber of Deputies. Since 2009, the online initiative has provided different opportunities for legislators to engage with constituents and representatives through various methods such as surveys, forums, and collaborative wiki tools. Hence, the article examines the participatory behavior of Brazilian citizens during four particular forums hosted on Portal e-Democracia.
  • The researchers confirmed their hypothesis (i.e., that debates with diverse characteristics can develop even under the same design structures) and also drew several additional conclusions, suggesting that the issue at stake and sociopolitical context of the issue might be more important to characterizing the debate than the structure is.

Alsina, Victòria and Luis Martí, José – The Birth of the CrowdLaw Movement: Tech-Based Citizen Participation, Legitimacy and the Quality of Lawmaking

  • This paper introduces the idea of CrowdLaw followed by a deep dive into its roots, true meaning, and the inspiration behind its launch.
  • The authors first distinguish CrowdLaw from other forms of political participation, setting the movement apart from others. They then restate and explain the CrowdLaw Manifesto, a set 12 collaboratively-written principles intended to booster the design, implementation and evaluation of new tech-enabled practices of public engagement in law and policymaking. Finally, the authors conclude by emphasizing the importance of certain qualities that are inherent to the concept of CrowdLaw.

Beth Simone Noveck – Crowdlaw: Collective Intelligence and Lawmaking

  • In this essay, Noveck provides an all-encompassing and detailed description of the CrowdLaw concept. After establishing the value proposition for CrowdLaw methods, Noveck explores good practices for incorporating them into each stage of the law and policymaking process
  • Using illustrative examples of successful cases from around the world, Noveck affirms why CrowdLaw should become more widely adopted by highlighting its potential, while simultaneously suggesting how to implement CrowdLaw processes for interested institutions

Voice or chatter? Making ICTs work for transformative citizen engagement


Research Report Summary by Making All Voices Count: “What are the conditions in democratic governance that make information and communication technology (ICT)-mediated citizen engagement transformative? While substantial scholarship exists on the role of the Internet and digital technologies in triggering moments of political disruption and cascading upheavals, academic interest in the sort of deep change that transforms institutional cultures of democratic governance, occurring in ‘slow time’, has been relatively muted.

This study attempts to fill this gap. It is inspired by the idea of participation in everyday democracy and seeks to explore how ICT-mediated citizen engagement can promote democratic governance and amplify citizen voice.

ICT-mediated citizen engagement is defined by this study as comprising digitally-mediated information outreach, dialogue, consultation, collaboration and decision-making, initiated either by government or by citizens, towards greater government accountability and responsiveness.

The study involved empirical explorations of citizen engagement initiatives in eight sites – two in Asia (India and Philippines), one in Africa (South Africa), three in South America (Brazil, Colombia, Uruguay) and two in Europe (Netherlands and Spain).

This summary of the larger Research Report presents recommendations for how public policies and programmes can promote ICTs for citizen engagement and transformative citizenship.  In doing so it provides an overview of the discussion the authors undertake on three inter-related dimensions, namely:

  • calibrating digitally mediated citizen participation as a measure of political empowerment and equality
  • designing techno-public spaces as bastions of inclusive democracy
  • ensuring that the rule of law upholds democratic principles in digitally mediated governance…(More. Full research report)

How are Italian Companies Embracing Open Data?


open-data-200-italy (1)Are companies embracing the use of open government data? How, why and what data is being leveraged? To answer these questions, the GovLab started a project three years ago, Open Data 500, to map and assess — in a comparative manner, across sectors and countries — the private sector’s use of open data to develop new products and services, and create social value.

Today we are launching Open Data 200 Italy, in partnership with Fondazione Bruno Kessler, which seeks to showcase the breadth and depth of companies using open data in Italy.

OD200 Italy is the first and only platform to map the use of open data by companies in Italy. 

Our findings show there is a growing ecosystem around open data in Italy that goes beyond traditional open data advocates. …

The OD200 Italy project shows the diversity of data being used, which makes it necessary to keep open data broad and sustained.

“The merits and use of open data for businesses are often praised but not supported by evidence. OD200 Italy is a great contribution to the evidence base of who, how and why corporations are leveraging open data,” said Stefaan Verhulst, Co-Founder of The GovLab and Chief Research and Development Officer. “Policy makers, practitioners and researchers can leverage the data generated by this initiative to improve the supply and use of open data, or to generate new insights. As such, OD200 Italy is a new open data set on open data.”…(More)”.

Active Citizenship in Europe: Practices and Demands in the EU, Italy, Turkey and the UK


Book by Cristiano Bee: “…provides an overview of key issues in the debate concerning the emergence of active citizenship in Europe.

The specific focus of enquiry is the promotion of patterns of civic and political engagement and civic and political participation by the EU and the relative responses drawn by organizations of the civil society operating at the supranational level and in Italy, Turkey and the UK. More specifically, it addresses key debates on the engagement and participation of organized civil society across the permanent state of euro-crisis, considering the production of policy discourses along the continuum that characterized three subsequent and interrelated emergency situations (democratic, financial and migration crises) that have hit Europe since 2005. …(More)”.

Features of Parliamentary Websites in Selected Jurisdictions


Report by The Law Library of Congress, Global Legal Research Center: “In recent years, parliaments around the world have enhanced their websites in order to improve access to legislative information and other parliamentary resources. Innovative features allow constituents and researchers to locate and utilize detailed information on laws and lawmaking in various ways. These include tracking tools and alerts, apps, the use of open data technology, and different search functions. In order to demonstrate some of the developments in this area, staff from the Global Legal Research Directorate of the Law Library of Congress surveyed the official parliamentary websites of fifty countries from all regions of the world, plus the website of the European Parliament. In some cases, information on more than one website is provided where separate sites have been established for different chambers of the national parliament, bringing the total number of individual websites surveyed to seventy.

While the information on the parliamentary websites is primarily in the national language of the particular country, around forty of the individual websites surveyed were found to provide at least limited information in one or more other languages. The European Parliament website can be translated into any of the twenty-four official languages of the members of the European Union.

All of the parliamentary websites included in the survey have at least basic browse tools that allow users to view legislation in a list format, and that may allow for viewing in, for example, date or title order. All of the substantive websites also enable searching, often providing a general search box for the whole site at the top of each page as well as more advanced search options for different types of documents. Some sites provide various facets that can be used to further narrow searches.

Around thirty-nine of the individual websites surveyed provide users with some form of tracking or alert function to receive updates on certain documents (including proposed legislation), parliamentary news, committee activities, or other aspects of the website. This includes the ability to subscribe to different RSS feeds and/or email alerts.

The ability to watch live or recorded proceedings of different parliaments, including debates within the relevant chamber as well as committee hearings, is a common feature of the parliamentary websites surveyed. Fifty-eight of the websites surveyed featured some form of video, including links to dedicated YouTube channels, specific pages where users can browse and search for embedded videos, and separate video services or portals that are linked to or viewable from the main site. Some countries also make videos available on dedicated mobile-friendly sites or apps, including Denmark, Germany, Ireland, the Netherlands, and New Zealand. In total, apps containing parliamentary information are provided in just fourteen of the countries surveyed. In comparison, the parliamentary websites of thirty countries are available in mobile-friendly formats, enabling easy access to information and different functionalities using smartphones and tablets.

The table also provides information on some of the additional special features available on the surveyed websites. Examples include dedicated sites or pages that provide educational information about the parliament for children (Argentina, El Salvador, Germany, Israel, Netherlands, Spain, Taiwan, Turkey); calendar functions, including those that allow users to save information to their personal calendars or otherwise view information about different types of proceedings or events (available on at least twenty websites); and open data portals or other features that allow information to be downloaded in bulk for reuse or analysis, including through the use of APIs (application programming interfaces) (at least six countries)….(More)”.

Fly on the Facebook Wall: How UNHCR Listened to Refugees on Social Media


 at Social Media for Good: “In “From a Refugee Perspective” UNHCR shows how to conduct meaningful, qualitative social media monitoring in a humanitarian crisis.

From A Refugee PerspectiveBetween March and December 2016 the project team (one project manager, one Pashto and Dari speaker, two native Arabic speakers and an English copy editor) monitored Facebook conversations related to flight and migration in the Afghan and Arabic speaking communities.

To do this, the team created Facebook accounts, joined relevant Facebook groups and summarised their findings in weekly monitoring reports to UNHCR staff and other interested people. I received these reports every week while working as the UNHCR team leader for the Communicating with Communities team in Greece and found them very useful since they gave me insights into what were some of the burning issues that week.

The project did not monitor Twitter because Twitter was not widely used by the communities.

In “From a Refugee Perspective” UNHCR has now summarised their findings from the ten-month project. The main thing I really liked about this project is that UNHCR invested the resources for proper qualitative social media monitoring, as opposed to the purely quantitative analyses that we see so often and which rarely go beyond keyword counting. To complement the social media information, the team held focus group and other discussions with refugees who had arrived in Europe. Among other things, these discussion provided information on how the refugees and migrants are consuming and exchanging information (related: see this BBC Media Action report).

Of course, this type of research is much more resource intensive than what most organisations have in mind when they want to do social media monitoring, but this report shows that additional resources can also result in more meaningful information.

Smuggling prices

Smuggling prices according to monitored Facebook page. Source: From A Refugee Perspective

Monitoring the conversations on Facebook enabled the team to track trends, such as the rise and fall of prices that smugglers asked for different routes (see image). In addition, it provided fascinating insights into how smugglers are selling their services online….(More)”