environment

Building Creative Commons: The Five Pillars Of Open Source Finance

Curated on January 3, 2014July 18, 2019 by Stefaan Verhulst

Brett Scott: “This is an article about Open Source Finance. It’s an idea I first sketched out at a talk I gave at the Open Data Institute in London. By ‘Open Source Finance’, I don’t just mean open source software programmes. Rather, I’m referring to something much deeper and broader. It’s a way of framing an overall change we might want to see in the financial system….

You can thus take on five conceptually separate, but mutualistic roles: Producer, consumer, validator, community member, or (competitive or complementary) breakaway. And these same five elements can underpin a future system of Open Source Finance. I’m framing this as an overall change we might want to see in the financial system, but perhaps we are already seeing it happening. So let’s look briefly at each pillar in turn.
Pillar 1: Access to the means of financial production
Very few of us perceive ourselves as offering financial services when we deposit our money in banks. Mostly we perceive ourselves as passive recipients of services. Put another way, we frequently don’t imagine we have the capability to produce financial services, even though the entire financial system is foundationally constructed from the actions of small-scale players depositing money into banks and funds, buying the products of companies that receive loans, and culturally validating the money system that the banks uphold. Let’s look though, at a few examples of prototypes that are breaking this down:

Peer-to-peer finance models: If you decide to lend money to your friend, you directly perceive yourself as offering them a service. P2P finance platforms extend that concept far beyond your circle of close contacts, so that you can directly offer a financial service to someone who needs it. In essence, such platforms offer you access to an active, direct role in producing financial services, rather than an indirect, passive one.
There are many interesting examples of actual open source financial software aimed at helping to fulfil the overall mission of an open source financial system. Check out Mifos and Cyclos, and Hamlets (developed by Community Forge’s Matthew Slater and others), all of which are designed to help people set up their own financial institutions
Alternative currencies: There’s a reason why the broader public are suddenly interested in understanding Bitcoin. It’s a currency that people have produced themselves. As a member of the Bitcoin community, I am much more aware of my role in upholding – or producing – the system, than I am when using normal money, which I had no conscious role in producing. The scope toinvent your own currency goes far beyond crypto-currencies though: local currencies, time-banks, and mutual credit systems are emerging all over
The Open Bank Project is trying to open up banks to third party apps that would allow a depositor to have much greater customisability of their bank account. It’s not aimed at bypassing banks in the way that P2P is, but it’s seeking to create an environment where an ecosystem of alternative systems can plug into the underlying infrastructure provided by banks

Pillar 2: Widespread distribution
Financial intermediaries like banks and funds serve as powerful gatekeepers to access to financing. To some extent this is a valid role – much like a publisher or music label will attempt to only publish books or music that they believe are high quality enough – but on the other hand, this leads to excessive power vested in the intermediaries, and systematic bias in what gets to survive. When combined with a lack of democratic accountability on the part of the intermediaries, you can have whole societies held hostage to the (arbitrary) whims, prejudices and interests of such intermediaries. Expanding access to financial services is thus a big front in the battle for financial democratisation. In addition to more traditional means to buildingfinancial inclusion – such as credit unions and microfinance – here are two areas to look at:

Crowdfunding: In the dominant financial system, you have to suck up to a single set of gatekeepers to get financing, hoping they won’t exclude you. Crowdfunding though, has expanded access to receiving financial services to a whole host of people who previously wouldn’t have access, such as artists, small-scale filmmakers, activists, and entrepreneurs with no track record. Crowdfunding can serve as a micro redistribution system in society, offering people a direct way to transfer wealth to areas that traditional welfare systems might neglect
Mobile banking: This is a big area, with important implications for international development and ICT4D. Check out innovations like M-Pesain Kenya, a technology to use mobile phones as proto-bank accounts. This in itself doesn’t necessarily guarantee inclusion, but it expands potential access to the system to people that most banks ignore

Pillar 3: The ability to monitor
Do you know where the money in the big banks goes? No, of course not. They don’t publish it, under the guise of commercial secrecy and confidentiality. It’s like they want to have their cake and eat it: “We’ll act as intermediaries on your behalf, but don’t ever ask for any accountability”. And what about the money in your pension fund? Also very little accountability. The intermediary system is incredibly opaque, but attempts to make it more transparent are emerging. Here are some examples:

Triodos Bank and Charity Bank are examples of banks that publish exactly what projects they lend to. This gives you the ability to hold them to account in a way that no other bank will allow you to do
Corporations are vehicles for extracting value out of assets and then distributing that value via financial instruments to shareholders and creditors. Corporate structures though, including those used by banks themselves, have reached a level of complexity approaching pure obsfucation. There can be no democratic accountability when you can’t even see who owns what, and how the money flows. Groups likeOpenCorporates and Open Oil though, are offering new open data tools to shine a light on the shadowy world of tax havens, ownership structures and contracts
Embedded in peer-to-peer models is a new model of accountability too. When people are treated as mere account numbers with credit scores by banks, the people in return feel little accountability towards the banks. On the other hand, if an individual has directly placed trust in me, I feel much more compelled to respect that

Pillar 4: An ethos of non-prescriptive DIY collaboration
At the heart of open source movements is a deep DIY ethos. This is in part about the sheer joy of producing things, but also about asserting individual power over institutionalised arrangements and pre-established officialdom. Alongside this, and deeply tied to the DIY ethos, is the search to remove individual alienation: You are not a cog in a wheel, producing stuff you don’t have a stake in, in order to consume stuff that you don’t know the origins of. Unalienated labour includes the right to produce where you feel most capable or excited.
This ethos of individual responsibility and creativity stands in contrast to the traditional passive frame of finance that is frequently found on both the Right and Left of the political spectrum. Indeed, the debates around ‘socially useful finance’ are seldom about reducing the alienation of people from their financial lives. They’re mostly about turning the existing financial sector into a slightly more benign dictatorship. The essence of DIY though, is to band together, not via the enforced hierarchy of the corporation or bureaucracy, but as part of a likeminded community of individuals creatively offering services to each other. So let’s take a look at a few examples of this

BrewDog’s ‘Equity for Punks‘ share offering is probably only going to attract beer-lovers, but that’s the point – you get together as a group who has a mutual appreciation for a project, and you finance it, and then when you’re drinking the beer you’ll know you helped make it happen in a small way
Community shares offer local groups the ability to finance projects that are meaningful to them in a local area. Here’s one for a solar co-operative, a pub, and a ferry boat service in Bristol
We’ve already discussed how crowdfunding platforms open access to finance to people excluded from it, but they do this by offering would-be crowdfunders the chance to support things that excite them. I don’t have much cash, so I’m not in a position to actively finance people, but in my Indiegogo profile you can see I make an effort helping to publicise campaigns that I want to receive financing

Pillar 5: The right to fork
The right to dissent is a crucial component of a democratic society. But for dissent to be effective, it has to be informed and constructive, rather than reactive and regressive. There is much dissent towards the current financial system, but while people are free to voice their displeasure, they find it very difficult to actually act on their displeasure. We may loathe the smug banking oligopoly, but we’re frequently compelled to use them.
Furthermore, much dissent doesn’t have a clear vision of what alternative is sought. This is partially due to the fact that access to financial ‘source code’ is so limited. It’s hard to articulate ideas about what’s wrong when one cannot articulate how the current system operates. Most financial knowledge is held in proprietary formulations and obscure jargon-laden language within the financial sector, and this needs to change. It’s for this reason that I’m building the London School of Financial Activism, so ordinary people can explore the layers of financial code, from the deepest layer – the money itself – and then on to the institutions, instruments and networks that move it around….”

Open data policies, their implementation and impact: A framework for comparison

Curated on December 31, 2013August 3, 2018 by Stefaan Verhulst

Paper by A Zuiderwijk, M Janssen in the Government Information Quarterly: “In developing open data policies, governments aim to stimulate and guide the publication of government data and to gain advantages from its use. Currently there is a multiplicity of open data policies at various levels of government, whereas very little systematic and structured research has been done on the issues that are covered by open data policies, their intent and actual impact. Furthermore, no suitable framework for comparing open data policies is available, as open data is a recent phenomenon and is thus in an early stage of development. In order to help bring about a better understanding of the common and differentiating elements in the policies and to identify the factors affecting the variation in policies, this paper develops a framework for comparing open data policies. The framework includes the factors of environment and context, policy content, performance indicators and public values. Using this framework, seven Dutch governmental policies at different government levels are compared. The comparison shows both similarities and differences among open data policies, providing opportunities to learn from each other’s policies. The findings suggest that current policies are rather inward looking, open data policies can be improved by collaborating with other organizations, focusing on the impact of the policy, stimulating the use of open data and looking at the need to create a culture in which publicizing data is incorporated in daily working processes. The findings could contribute to the development of new open data policies and the improvement of existing open data policies.”

Web Science: Understanding the Emergence of Macro-Level Features on the World Wide Web

Curated on December 20, 2013August 3, 2018 by Stefaan Verhulst

Monograph by Kieron O’Hara, Noshir S. Contractor^,Wendy Hall^,James A. Hendler and Nigel Shadbolt in Foundations and Trends in Web Sciences: “Web Science considers the development of Web Science since the publication of ‘A Framework for Web Science’ (Berners-Lee et al., 2006). This monograph argues that the requirement for understanding should ideally be accompanied by some measure of control, which makes Web Science crucial in the future provision of tools for managing our interactions, our politics, our economics, our entertainment, and – not least – our knowledge and data sharing…
In this monograph we consider the development of Web Science since the launch of this journal and its inaugural publication ‘A Framework for Web Science’ [44]. The theme of emergence is discussed as the characteristic phenomenon of Web-scale applications, where many unrelated micro-level actions and decisions, uninformed by knowledge about the macro-level, still produce noticeable and coherent effects at the scale of the Web. A model of emergence is mapped onto the multitheoretical multilevel (MTML) model of communication networks explained in [252]. Four specific types of theoretical problem are outlined. First, there is the need to explain local action. Second, the global patterns that form when local actions are repeated at scale have to be detected and understood. Third, those patterns feed back into the local, with intricate and often fleeting causal connections to be traced. Finally, as Web Science is an engineering discipline, issues of control of this feedback must be addressed. The idea of a social machine is introduced, where networked interactions at scale can help to achieve goals for people and social groups in civic society; an important aim of Web Science is to understand how such networks can operate, and how they can control the effects they produce on their own environment.”

Reinventing Participation: Civic Agency and the Web Environment

Curated on December 17, 2013December 5, 2018 by Stefaan Verhulst

New paper by Peter Dahlgren: “Participation is a key concept in the vocabulary of democracy, and can encompass a variety of dimensions. Moreover, it can be shaped by a range of different factors; my emphasis here is on the significance of the web environment in this regard. I first situate participation against the backdrop of democracy’s contemporary developments, including the onslaught of neolibealism. From there I offer a set of parameters that can help us grasp participation both conceptually and empirically: trajectory, visibility, voice , and sociality, and relate these to the affordances of the digital media. Thereafter I explore the cultural resources necessary for the facilitation of participation; for this I make use of a six-dimensional model of civic cultures. My discussion focuses on two of the dimensions, practices and identities; I again relate these to the web environment. I conclude with a dilemma that online democratic participation faces, namely what I call the isolation of the solo sphere, yet affirm that we are justified in maintaining a guarded optimism about the future of participation.”

Selected Readings on Crowdsourcing Data

Curated on December 12, 2013May 29, 2019 by Andrew Young

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 crowdsourcing data was originally published in 2013.

As institutions seek to improve decision-making through data and put public data to use to improve the lives of citizens, new tools and projects are allowing citizens to play a role in both the collection and utilization of data. Participatory sensing and other citizen data collection initiatives, notably in the realm of disaster response, are allowing citizens to crowdsource important data, often using smartphones, that would be either impossible or burdensomely time-consuming for institutions to collect themselves. Civic hacking, often performed in hackathon events, on the other hand, is a growing trend in which governments encourage citizens to transform data from government and other sources into useful tools to benefit the public good.

Selected Reading List (in alphabetical order)

Chris Baraniuk — Power Politechs — an article on civic hacking focusing on its potential for positive impact with an eye toward debating how the practice should evolve going forward.
Brandon Barnett, Muki Hansteen Izora and Jose Sia — Civic Hackathon Challenges Design Principles: Making Data Relevant and Useful for Individuals and Communities — a collection of hackathon design principles from researchers at Intel Labs based on their experience at Hack for Change.
Michael Buhrmester, Tracy Kwang, and Samuel D. Gosling — Amazon’s Mechanical Turk A New Source of Inexpensive, Yet High-Quality, Data? — an article exploring the potential of Amazon’s Mechanical Turk platform to act as a useful data source for researchers.
Michael F. Goodchild and J. Alan Glennon — Crowdsourcing Geographic Information for Disaster Response: a Research Frontier — an article discussing the potential and challenges in the growing trend of tapping citizens to provide geographic data for disaster response.
Andrew Hudson-Smith, Michael Batty, Andrew Crooks and Richard Milton — Mapping for the Masses Accessing Web 2.0 Through Crowdsourcing — a paper exploring the growing “neogeography” enabled by crowdsourced mapping tools.
Hudson-Smith, Andrew, Michael Batty, Andrew Crooks, and Richard Milton — Mapping for the Masses Accessing Web 2.0 Through Crowdsourcing — an in-depth study of the growing participatory sensing paradigm.

Annotated Selected Reading List (in alphabetical order)

Baraniuk, Chris. “Power Politechs.” New Scientist 218, no. 2923 (June 29, 2013): 36–39. http://bit.ly/167ul3J.

In this article, Baraniuk discusses civic hackers, “an army of volunteer coders who are challenging preconceptions about hacking and changing the way your government operates. In a time of plummeting budgets and efficiency drives, those in power have realised they needn’t always rely on slow-moving, expensive outsourcing and development to improve public services. Instead, they can consider running a hackathon, at which tech-savvy members of the public come together to create apps and other digital tools that promise to enhace the provision of healthcare, schools or policing.”

While recognizing that “civic hacking has established a pedigree that demonstrates its potential for positive impact,” Baraniuk argues that a “more rigorous debate over how this activity should evolve, or how authorities ought to engage in it” is needed.

Barnett, Brandon, Muki Hansteen Izora, and Jose Sia. “Civic Hackathon Challenges Design Principles: Making Data Relevant and Useful for Individuals and Communities.” Hack for Change, https://bit.ly/2Ge6z09.

In this paper, researchers from Intel Labs offer “guiding principles to support the efforts of local civic hackathon organizers and participants as they seek to design actionable challenges and build useful solutions that will positively benefit their communities.”

The authors proposed design principles are:
- Focus on the specific needs and concerns of people or institutions in the local community. Solve their problems and challenges by combining different kinds of data.
- Seek out data far and wide (local, municipal, state, institutional, non-profits, companies) that is relevant to the concern or problem you are trying to solve.
- Keep it simple! This can’t be overstated. Focus [on] making data easily understood and useful to those who will use your application or service.
- Enable users to collaborate and form new communities and alliances around data.

Buhrmester, Michael, Tracy Kwang, and Samuel D. Gosling. “Amazon’s Mechanical Turk A New Source of Inexpensive, Yet High-Quality, Data?” Perspectives on Psychological Science 6, no. 1 (January 1, 2011): 3–5. http://bit.ly/H56lER.

This article examines the capability of Amazon’s Mechanical Turk to act a source of data for researchers, in addition to its traditional role as a microtasking platform.

The authors examine the demographics of MTurkers and find that “MTurk participants are slightly more demographically diverse than are standard Internet samples and are significantly more diverse than typical American college samples; (b) participation is affected by compensation rate and task length, but participants can still be recruited rapidly and inexpensively; (c) realistic compensation rates do not affect data quality; and (d) the data obtained are at least as reliable as those obtained via traditional methods.”

The paper concludes that, just as MTurk can be a strong tool for crowdsourcing tasks, data derived from MTurk can be high quality while also being inexpensive and obtained rapidly.

Goodchild, Michael F., and J. Alan Glennon. “Crowdsourcing Geographic Information for Disaster Response: a Research Frontier.” International Journal of Digital Earth 3, no. 3 (2010): 231–241. http://bit.ly/17MBFPs.

This article examines issues of data quality in the face of the new phenomenon of geographic information being generated by citizens, in order to examine whether this data can play a role in emergency management.

The authors argue that “[d]ata quality is a major concern, since volunteered information is asserted and carries none of the assurances that lead to trust in officially created data.”

Due to the fact that time is crucial during emergencies, the authors argue that, “the risks associated with volunteered information are often outweighed by the benefits of its use.”

The paper examines four wildfires in Santa Barbara in 2007-2009 to discuss current challenges with volunteered geographical data, and concludes that further research is required to answer how volunteer citizens can be used to provide effective assistance to emergency managers and responders.

Hudson-Smith, Andrew, Michael Batty, Andrew Crooks, and Richard Milton. “Mapping for the Masses Accessing Web 2.0 Through Crowdsourcing.” Social Science Computer Review 27, no. 4 (November 1, 2009): 524–538. http://bit.ly/1c1eFQb.

This article describes the way in which “we are harnessing the power of web 2.0 technologies to create new approaches to collecting, mapping, and sharing geocoded data.”

The authors examine GMapCreator and MapTube, which allow users to do a range of map-related functions such as create new maps, archive existing maps, and share or produce bottom-up maps through crowdsourcing.

They conclude that “these tools are helping to define a neogeography that is essentially ‘mapping for the masses,’ while noting that there are many issues of quality, accuracy, copyright, and trust that will influence the impact of these tools on map-based communication.”

Kanhere, Salil S. “Participatory Sensing: Crowdsourcing Data from Mobile Smartphones in Urban Spaces.” In Distributed Computing and Internet Technology, edited by Chittaranjan Hota and Pradip K. Srimani, 19–26. Lecture Notes in Computer Science 7753. Springer Berlin Heidelberg. 2013. https://bit.ly/2zX8Szj.

This paper provides a comprehensive overview of participatory sensing — a “new paradigm for monitoring the urban landscape” in which “ordinary citizens can collect multi-modal data streams from the surrounding environment using their mobile devices and share the same using existing communications infrastructure.”

In addition to examining a number of innovative applications of participatory sensing, Kanhere outlines the following key research challenges:
- Dealing with incomplete samples
- Inferring user context
- Protecting user privacy
- Evaluating data trustworthiness
- Conserving energy

'Fix-It Squads': prototyping a way to better work with business in fixing problems

Curated on December 4, 2013August 15, 2018 by Stefaan Verhulst

DesignGov (AU): “Can you really understand a problem if you have no experience with it? And can you really fix a problem if you don’t understand it?
The public sector plays a key role in the business environment, and sometimes that includes the generation and the resolution of problems faced by businesses. Our research as part of the business and government interactions project suggests that when businesses face issues that relate to multiple government agencies and/or multiple jurisdictions, it can be difficult for them to convey their experience. A problem that is very real for them can seem distributed and minor to the parts of the public sector that are connected with it. It is also difficult for public servants to get across the ‘whole’ of the problem and what can be done about it, when the solution may require coordination across agencies and where it may be hard to prioritise competing issues.
Through the ‘Fix-It Squads’ concept, we’re investigating how problem resolution processes might be improved:

To give public servants the opportunity to become immersed in the problem at hand and to share in the lived experience of it
To give businesses the opportunity to explain and show the problem as they experience it, rather than in the terms of public sector agencies (who might be contributing to the problem).

We are seeking your help and participation in prototyping. This post gives a quick overview of the ‘Fix-It Squads’ concept, asks for your help with the prototyping, and provides an expanded explanation of what Fix-It Squads might involve and why something like them are needed (in addition to the description provided in the Lost in Translation report and the associated prototyping prospectus).

What do you know?

Curated on December 2, 2013August 3, 2018 by Stefaan Verhulst

Article in the Financial Times by Eric Openshaw John Hagel: “Talent holds the key to company performance. From business units to Finance to IT, getting the right skills to the right place at the right time is a constant challenge. Now consider that workplace technologies are becoming obsolete faster, and the useful life of many skills is shorter. Workers at all levels need to be able to learn and relearn rapidly to adapt to and anticipate changing demands. Recruitment and retention initiatives can’t address the need, nor can standardised training programs and knowledge management.
New technologies offer an opportunity to rethink both talent development and traditional knowledge management and integrate learning directly into the daily work experience. Virtual platforms enable workers to connect with each other to solve problems across distributed work settings and beyond organisational boundaries.
The preponderance of sensors and advanced analytics today make it more possible than ever to collect and share individual’s real-time performance in a variety of settings. Sensors and the integration of social platforms into work allows for knowledge and experiences to be captured automatically, as they occur, rather than depending on compliance and coerced participation to populate reputation profiles and knowledge management databases. These technologies support rich, context-specific learning and participation driven by momentum as users discover and create value.
Training programs and knowledge management have a place, but they may not deliver the skilled workers needed to the right place and time in a rapidly changing environment. Pre-developed content quickly becomes obsolete or lacks the context to make it relevant to the individual. Perhaps more importantly, classroom training and knowledge databases tend to focus on the commonalities between work, the standard processes and practices, when in fact workers spend most of their days dealing with the exceptions that don’t fit into the standard processes and systems, whether it’s a one-off shipping request or a customer who can’t make your software work with their hardware. Workers typically get better at handling the non-standard aspects of their work through on-the-job experience…

In a recent paper, we detailed nine principles that help to create the type of environment that fosters learning and improvement. The following three principles demonstrate how technology can play an important role in enabling this on-the-job learning and in amplifying the learning, especially across a virtual workforce.

Real-time feedback for individuals and teams. For workers to improve performance and learn what works or doesn’t work, they need to have a context-specific understanding of what is expected and how they are doing relative to others, in the moment rather than three- or six-months down the line.
At virtual call-centre LiveOps, the independent agents see customer and program-specific metrics on an online dashboard. These metrics define the level of performance necessary for agents to remain eligible to take calls for a program and are continuously updated, providing real-time feedback after each call so that agents can see how they are doing relative to their peer group and where they can improve. This level of performance data transparency creates a meritocracy, as agents are compared to their peers and rewarded based on their relative performance.
Smart capture and share. In any work setting, a great deal of information is generated and exchanged in meetings, conversations, instant messages, and email. Easy access to that information helps foster collaboration, solve problems, and improve business processes. At SAP Community Network (SCN), intelligent cataloguing of insights from discussion forums, tagged for searchability, helps make the right information available at the right time to those who need it without requiring the burdensome documentation associated with typical knowledge management. Other users can search for solutions in the context of the original problem posed, as well as through related discussions that may have led to an ultimate solution. Instead of days of internal debate or experimentation, the typical time to receive a response is 17 minutes.
Helping workers make relevant connections. In a typical organisation, physical or virtual, it can be difficult to know who everyone is and what their experience, expertise, and interests are, and the typical knowledge and resource management tools that require individuals to maintain profiles rarely see the level of continuing compliance and participation to make them useful. Instead, workers tend to fall back on relationships. They seek help and learn from those already known to them.
Now, virtual platforms, such as the one used by Odesk, a global online workplace, automatically generate detailed, up-to-date profiles. These profiles include the contractor’s cumulative and historical ratings and hourly wages for each completed project as well as the scores for any tests or certifications. The same type of automatic, action-based reputation profiles can be used internally to facilitate assessing and connecting with the right co-workers for the job at hand…”

Behavioural Public Policy

Curated on November 10, 2013August 3, 2018 by Stefaan Verhulst

New book by Adam Oliver (Cambridge University Press): “How can individuals best be encouraged to take more responsibility for their well-being and their environment or to behave more ethically in their business transactions? Across the world, governments are showing a growing interest in using behavioural economic research to inform the design of nudges which, some suggest, might encourage citizens to adopt beneficial patterns of behaviour. In this fascinating collection, leading academic economists, psychologists and philosophers reflect on how behavioural economic findings can be used to help inform the design of policy initiatives in the areas of health, education, the environment, personal finances and worker remuneration. Each chapter is accompanied by a shorter ‘response’ that provides critical commentary and an alternative perspective. This accessible book will interest academic researchers, graduate students and policy-makers across a range of disciplinary perspectives.”

Regulatory Democracy Reconsidered: The Policy Impact of Public Participation Requirements

Curated on November 6, 2013August 3, 2018 by Stefaan Verhulst

Paper by Neal D. Woods in the Journal of Public Administration Research and Theory : “A broad range of procedural mechanisms designed to promote public involvement in regulatory decision making have been instituted at all levels of government. Depending upon the literature one consults, one could conclude that these procedures (1) enhance regulatory stringency by fostering access by previously underrepresented groups, (2) reduce regulatory stringency by institutionalizing access by regulated industries, (3) could either increase or decrease stringency depending on the relative strength of organized interests in the agency’s external environment, or (4) have no effect. This study investigates whether mechanisms designed to promote public involvement in administrative rulemaking affect the stringency of US state environmental regulation. The results suggest that requirements to provide public notice of agency rulemaking do not have a significant effect on the regulatory compliance costs imposed on industry, but mechanisms that provide direct access to rulemaking processes serve to decrease these costs. This effect is evident for access both to the agencies promulgating environmental regulations and to external entities reviewing these regulations. For promulgating agencies, the effect does not appear to be conditional on the relative power of societal interests. The results provide some evidence, however, that political officials respond to the strength of environmental and industry groups when reviewing agency regulations.”