See our strategic overview here.
Broadly speaking, people seek ‘referrals’ to resources that can help them meet their needs. Community resource data is comprised of information about health, human, and social services available to people in need — which organizations provide these services, and how they can be accessed.
Some services are provided by non-profit organizations, and other civic or cultural groups. Others are provided by local, state, even federal governments. All of these entities share information about their resources in different ways.
‘Information and referral’ refers to the field in which information about services is aggregated in community resource directories, and delivered (via referral) to people seeking help.
The Alliance of Information and Referral Systems (AIRS) is an accrediting agency that certifies ‘information and referral’ providers throughout North America. AIRS promotes official standards for ‘information and referral’ services, ranging from operational standards to data standards. AIRS has collaborated with the Open Referral Initiative from its inception, and in 2018 AIRS formally endorsed our protocols as industry standards for interoperable resource data exchange.
The primary users of HSDS are people who manage resource directory information systems. Of course, these users are themselves intermediaries, working to meet the needs of other users. So let’s back up to look at the big picture.
We’ve identified four primary types of use that are relevant to this domain. Read more here for full personas and user stories.
- Seeking help (service users, clients, etc)
- Providing help (service providers, i.e. anyone helping someone find information about services)
- Administering data (anyone engaged in working with community resource data and the technical systems that use it)
- Research (anyone trying to analyze resource data to better understand the allocation of resources in a community).
Obviously, ‘help seekers’ are the ultimate stakeholders, and we should consider our work first and foremost from their perspective. Aside from this premise, we do not prioritize one stakeholder’s needs above another. Through these distinct perspectives, we set the parameters of our research, design, and evaluation. Our format (and the associated tools) should meet all of their needs.
We believe that the most immediate and urgent objective is to improve the capacities of all kinds of service providers to make effective referrals with accurate information. One of our core hypotheses is that if/when an ‘open system’ meets the needs of the service providers in its community, those service providers will play a critical role in maintaining the accuracy of its information.
Yet we also recognize that an increasingly common ‘use case’ is an individual searching the web. Surely we want to improve people’s ability to find this information themselves. Of course, even given success in this regard, we assume there still will remain a need for trained referral specialists — especially for complex situations in which people have complicated needs, etc.
Finally, when it comes to actually adopting and using open data standards and platforms, we recognize that the primary type of use for our data standards is data administration. In other words, our format and tools must be readily usable by anyone who updates this information and manages the technology that stores and delivers it to anyone who might benefit from it.
Open means ‘free,’ as in ‘free speech.’ We are all entitled to it by fundamental right.
Open means accessible. We have “open access” to things like roads and libraries — these are public goods, and anyone is able to use them. Likewise for our computer technology: open data can be accessed and used not just in one system, but any capable system.
Open does NOT necessarily mean ‘anything goes.’ Books have to be returned to the library, and in good condition. Roads have speed limits. You can’t yell ‘fire’ in a crowded theater. Etc.
Open does NOT necessarily mean ‘free’ as in without cost. Some roads have tolls; all roads need to be maintained. For something to exist in an open state, a lot of energy and resources must go into keeping it so. Those resources must come from somewhere (and, in the case of resource directory data, we don’t assume they will automagically crowdsource themselves).
‘Open’ can mean many things, but at its core, ‘open data’ entails1:
Accessibility: open data is accessible as a “machine-readable” resource, meaning it can be ingested and displayed by computer programs, and presumably downloadable over the internet. (There can be reasonable reproduction costs associated with certain kinds of access to open data.)
Reuse and Redistribution: open data is provided under terms that permit reuse and redistribution, including the intermixing with other datasets (although open data can be licensed to prohibit changes or to require documentation of changes). There should be no discrimination against fields of endeavor or against persons or groups (although open data can be published with ‘dual licenses’ that specify different conditions for different uses).
Openness entails a state of possibility.
When it comes to public information, data becomes more valuable when more people use it. (Conversely, resource data is less valuable when fewer people use it.) When it’s easy to access and use resource data by any means, it becomes easier for more people to do more things with the data, and as more people do more things with the data, feedback on the quality of the data increases, data about the use of the data can be collected and analyzed — and the maintainers of the data become more critical to the entire ecosystem.
Open Referral’s core question is about how resource data can be sustainably maintained as an openly accessible public good.
1 This is a modified version of the Open Knowledge Foundation’s Open Data definition.
A ‘platform’ is an ambiguous term that could mean a lot of different things — here we use it to refer to a system that connects producers and consumers, enabling them to interact with each other. Platforms enable data to be accessed and used in all kinds of ways, including – when a platform is ‘open’ – uses by external systems which can be ‘built upon’ the platform, many of which would not or could not be provided by the platform operators themselves.
By ‘open platform,’ we specifically mean three things:
– A system that facilitates the management, publication, and access of open data
– A system powered by technology that is freely available through open licenses
– A system in which interoperability and integration are the primary design objectives
An API is an “application programming interface” which provides instructions for computer programs to interact with a database.
For example, you can get a forecast from the National Weather Service by going to Weather.Gov. But the NWS also offers a web service (known as an ‘Application Programming Interface’, or API) that allows external applications to access the NWS database in real-time. This enables developers to build applications that connect to the NWS ‘platform’ in order to seamlessly provide public weather data to skiiers, photographers, rainbow chasers, etc. (See this segment from John Oliver’s Last Week Tonight about the National Weather Service and the importance of open platforms for public information.)
By standards, we refer to common ways of doing things. In the case of data standards, that means an agreed-upon set of terms and relationships that define and structure information, so that it can be readily transferred between systems.
With such common agreements, different technologies can ‘speak’ to each other — making it easier to integrate systems, and develop, redeploy, and scale new tools.
For resource directory information providers, the development of standards means that resource data can be published once and accessed simultaneously in many ways. That’s how the internet became the World Wide Web.
Standardizing data across places and institutions also makes it easier to analyze and evaluate data, which makes it easier to understand patterns and trends — including, in the case of community resource data, the health of communities and the effectiveness of our safety net.
Furthermore, the process of developing standards helps to bring stakeholders together. By building a community among users, producers, and service providers, we can accelerate the process of learning and innovation towards our shared vision of helping people and improving the health of communities.
With increasing adoption of open standards for resource directory data, we anticipate:
- Decreased cost of data production (as data produced once can circulate through many systems)
- Improved quality of data (as more use generates more user feedback)
- Improved findability of data through web search and an ecosystem of tools and applications; Decreased cost and improved quality of new and redeployed tools (websites, applications, etc).
- Improved quality of referral services (as patterns of resource allocation shift from maintaining data to delivering data)
- Meaningful use of resource data for research purposes, such as community health assessment, and policy-making and resource allocation.
- Healthier people and more resilient communities.
The short answer is no – Open Referral’s Human Service Data Specifications are the industry standard for resource directory information exchange.
In the United States, this is a result of the Alliance of Information and Referral System’s endorsement of HSDS as one of their standards for the industry of Information and Referral; in the United Kingdom, this has been established by the national government’s standards body.
There are of course other existing standards that are relevant to this domain, such as
- The W3C’s civic services schema, proposed to the W3C through Schema.org
- The human services domain of the National Information Exchange Model (NIEM)
- FHIR’s HealthcareService resources
Fortunately, HSDS is designed to be an interchange format – which means it can enable interoperability across domains by translation into other standards. For instance, we have translated HSDS into the schema.org markup for legal aid services; and we have also developed implementation guidance for querying HSDS data in FHIR.
Do you have another standard in mind that seems relevant to this work? Post in our forum about it and let’s discuss!
Why yes we have seen that cartoon, many times, thanks– but no, it doesn’t show that efforts to develop standards are futile. To the contrary! We encourage skeptics of standards to take a closer read.
The XKCD cartoon identifies a collective action problem, which is only further entrenched by each unilateral effort to solve the problem by competing to ‘beat’ all other standards. Collective action problems can be solved, however, by cooperation! If a new standard is designed to enable interoperability among other standards – voila! We can have many different but compatible standards.
Open Referral takes this cooperative approach. It may seem less heroic, but it’s more effective. Instead of one standard that ‘beats’ them all, HSDS is now an industry standard for resource directory data exchange – the only such standard for exchange, but one designed to enable cooperation across any system using any other relevant standard for any other purpose. One way to think of it is as an ‘interlingua’ – a tool for translation. By creating capacities for translation, we don’t have to solve everyone’s use case! We just make it easier for different actors using systems with different standards to work together, so anyone can have a range of compatible options for developing a solution to their own use case.
Well, we don’t yet know the right solution! We’re just not going to wait around any longer for it to be figured out. So we’re taking action.
Essentially, we are asking: how should this data be open?
This is a wicked problem that requires a lot of different people working together to learn about possible solutions. We believe that the best ways to address wicked problems tend to emerge from the insight and creativity of those who directly experience the problems. So our prerogative is to promote the perspectives and involvement of the true stakeholders — people who have experience seeking help from services, service providers themselves, data administrators at community-based organizations, community health researchers, etc. They’re the ones who will be best able to recognize what viable solutions really look like.
Many of us, at one point or another, were hopeful that technology would provide quick fixes to systemic problems. Those hopes haven’t panned out. It turns out that some problems are so tricky that they can only really be fixed by lots of people working together over time. As cool as advances of AI are, we don’t actually have any reason to believe that this dynamic will change any time soon.
To be more specific, the community resource directory problem is a supply-side problem – there is not a reliable supply of accurate information about services – which means AI tools are uniquely ill-suited for solving the problem, because their quality is directly dependent upon the quality of the data they are supplied.
AI can’t solve this problem because the root of the problem is in an array of perverse incentives and disincentives across the health, human, and social service sectors. For instance, many providers of health, human, and social services just don’t have strong incentives to be found by more clients! This means their information just might not be out there on the internet – not in a sufficiently detailed and up-to-date form that technical wizardry like web scrapers and chatbots might need to generate reliable results. Ultimately, if we want to have reliable information about these services over time, human beings need to talk to each other. Open Referral is working to make sure that technology can facilitate and enhance these human interactions – rather than pretend like we can eliminate the need for it, which might ultimately get in the way or even cause harm.
There are a number of factors that limit the reliability of organizations as sources of information about their own services:
Organizations might not designate the responsibility for managing all of this information to any single person. A single organization might offer many services through various programs at multiple locations. And these are often stressed environments with limited technical capacity and overburdened staff. It can be hard for organizations to keep track of all of their own services!
Organizations sometimes submit information about services that is vague or not entirely accurate. When updating their own records, organizations’ staff sometimes submit information that is composed to promote their organization in general, yet not precisely describe the information about services that is needed. This tends to yield information that is not useful to someone who is looking for a service.
Organizations are asked to update their information so many times in so many different community resource directories that they get confused or frustrated.
Keeping this information up to date just isn’t a high priority when organizations already have more clients coming through its doors than they can handle.
As a result, we assume that organizations’ self-reported updates should be considered one input among many in the effort to produce and maintain accurate data about services.
Governments and funders do typically require their grantees to report various kinds of data, but it’s generally non-standardized and not specifically about services themselves.
As Open Referral has been adopted by more institutions, governments and funders have begun mandating the supply of directory information as a condition of funding. We would be glad to discuss examples of this and offer suggestions for how this approach can be strategically pursued in your community.
Great question! To find answers to this question, we need more opportunities to ask it. In Open Referral, we ask: how should this data be open?
If resource data is to be published in bulk for free, can premium real-time access via API require a fee? If the market won’t fully cover costs of its production in this way, should the government subsidize its production? Etc. We have outlined various models for answering this question in this whitepaper here.
Of course they are!
We think it’s important for this information to be accessible to a whole ecosystem of services, and for the foreseeable future, call centers will be an essential component of a healthy ecosystem. That’s why it’s important for us to develop standards and open data that can be shared throughout that ecosystem, so that different organizations can use the same data in different ways to meet the needs of different people..
Lots of people are trying to build Yelp-type applications for social services. That’s not Open Referral’s role. There’s a range of reasons why:
First, information about human services is a lot more complex, variable, and sensitive than restaurant data – and unlike restaurateurs, many human service providers might not see the benefit of being listed in a Yelp for Social Services. This is a problem that simply doesn’t correspond with conventional supply-and-demand market dynamics that make Yelp possible. (Note that many restaurateurs don’t like Yelp either but they have no choice but to be listed there because it has come to dominate restaurant searches.)
Second, we want this information available in many channels and applications – including Yelp itself! Plus Foursquare, Google Places, Facebook, etc! Yet even these wouldn’t meet the needs of every user in every situation. Resource directory data should be itself a public good, freely ‘remixable’ by anyone, not trapped within any one company’s interface.
There are a range of other reasons why we don’t think this problem has one simple ‘Yelp for Social Services’ answer. Check out this talk for more insights, and email [email protected] to discuss further.
Open Referral recognizes the existence of a diverse array of taxonomies that are used to describe types of services, organizations, and people for whom services are available. Given that such categories are inherently subjective – whereas Open Referral’s Human Services Data Specification only describes factual data – we do not prescribe a specific taxonomy.
0ur data format specifies methods with which an implementer can use any taxonomy with their directory dataset – even multiple taxonomies for use in the same directory.
Several prominent taxonomies, such as the 2-1-1 LA Taxonomy, are prohibited from public use by intellectual property claims. This poses barriers to the accessibility of community resource data. We are committed to seek solutions that can sustainably and responsibly remove barriers to the widespread use of these important classification tools.
We’d welcome opportunities to discuss the prospect of “opening up” any given proprietary service taxonomy, as we believe such a taxonomy could be more widely used, more easily maintained, and more financially sustainable by becoming open access infrastructure. Please reach to our network via our Community Forum or Slack channel to discuss.
Good question. What about it?!
The Open Referral Initiative intends to establish interoperability and open exchange between different kinds of systems. This entails building on what is currently in use. At the same time, it also entails moving beyond barriers to accessibility of community resource data.
The 2-1-1 taxonomy is widely used among certified providers of ‘information and referral’ services, as well as some government agencies. For some purposes, it is a very valuable tool for precisely categorizing types of services. For many organizations and most users of community resource data, however, it is a significant barrier for at least two reasons — first, it is a proprietary artifact, and second, it is difficult to use without technical training.
We hold open questions about how the field might move beyond such barriers. Because 2-1-1 Taxonomy is such a valuable knowledge resource for the sectors of health, human, and social services – and because its true value only grows with the number of users – we believe it should be freely accessible for anyone to use.
How would the maintenance of such a resource possibly be sustained as a public good, given that it requires resources to maintain? We think that’s a great question. We should ask it, and seek answers! What do you think? Let’s talk 🙂
No. Open Referral is not a database or a platform. We help other organizations evolve their resource databases into open platforms.
For what it’s worth, we reject the idea that community resource data can or should be treated like private property. It is public information, and organizations that do business with it should be recouping the costs of maintaining it by helping other organizations add value to it, thereby capturing some of that value. It’s a much more strategic and sustainable business model than trying to sell public information. See a report from Miami Open211 about how this might work.
We do recognize that there are some resource directory projects out there that are scraping 2-1-1s data. (Some of these projects are non-profit, or all-volunteer, or even for-profit.) Scraping this data from websites is usually technically easy, and it’s legally okay too. We disapprove of this, mostly because it makes it harder to have constructive conversations about the real problem — which is that this data is not currently “open” for machine-readable re-use. We also believe that if community resource directory data were openly accessible in a machine-readable format, ‘scraping’ would be pointless. Instead, people would use such data from its source, in ways from which the source can and should benefit.
No, Open Referral is not a database or a platform. We help facilitate cooperation among organizations that do have databases or platforms – so that they can share data effectively. Some members of our network may build tools that enable sharing of data across their network – like the Open Referral UK developer tools page – but we are not directly responsible for those tools or the content that might be managed within them. You can use our documentation and tooling to transform your data into a standard format and deploy your own platform!
No. We recognize that this is a local problem that should entail local solutions. That’s why we’ve developed an open data standard, which can be used by any community to find locally-appropriate methods of data sharing.
Please note that Open Referral is not a platform and we do not collect or distribute resource data ourselves. Our primary objective is to help communities answer this question for themselves. We’d be glad to help you answer that question for your community.
We are not! The idea of a Community Information Exchange sounds great, but as we understand it, a CIE is infrastructure that facilitates the exchange of clients’ personal information among health and human service providers. This is outside of our scope: Open Referral focuses specifically on information about service providers themselves – public information about organizations, not sensitive private information about people.
That said, we do have opinions about how communities might go about designing the process of Community Information Exchange infrastructure development. Feel free to reach out and talk about it!
Will Open Referral work with this or that vendor’s resource referral software that some organizations in our community are using?
Potentially yes! As an open standards and infrastructure initiative, Open Referral is platform-agnostic. We want to see a world in which there are many platforms that can all interoperate, so that people and organizations in communities can effectively and responsibly interact with each other across organizational and technological boundaries. If there’s a platform in your community, they might already use Open Referral to publish or consume resource data from other partners. If they don’t, maybe they should 🙂
Reach out to explore more opportunities.