ECONOMIC RESILIENCE AND CROWDSOURCING PLATFORMS

The increased interdependence and complexity of modern societies have increased the need to involve all members of a community into solving problems. In times of great uncertainty, when communities face threats of different kinds and magnitudes, the traditional top-down approach where government provides solely for community wellbeing is no longer plausible. Crowdsourcing has emerged as an effective means of empowering communities with the potential to engage individuals in innovation, self-organization activities, informal learning, mutual support, and political action that can all lead to resilience. However, there remains limited resource on the topic. In this paper, we outline the various forms of crowdsourcing, economic and community resilience, crowdsourcing and economic resilience, and a case study of the Nepal earthquake. his article presents an exploratory perspective on the link can be found between crowdsourcing and economic resilience. It introduces and describes a framework that can be used to study the impact of crowdsourcing initiatives for economic resilience by future research. An initial a set of indicators to be used to measure the change in the level of resilience is presented. Keyword: Resilience; Technology; Crowdsourcing; Local Government; Innovation 596 Smith, K. L., Ramos, I., Desouza, K. JISTEM, Brazil Vol. 12, No. 3, Sept/Dec., 2015 pp. 595-626 www.jistem.fea.usp.br

Although crowdsourcing has been popularized by technology, the concept is not new.In 1775, the French Academy of Sciences crowdsourced the development of a process that could produce sodium carbonate (soda ash), a key ingredient to paper, glass, and soap, from cheaper materials.In 1714, the British government sought an accurate method for determining longitude to lessen naval accidents on the high seas.A marine chronometer was submitted and won the contest.Seafarers use updated forms of the technology today.
Further, citizen engagement is not new.Before technology, citizens traditionally immersed themselves in a community life through parent/teacher associations, social clubs, neighborhood groups, and the like to focus on issues important to them.Today, technology has enabled greater connectivity to the global community, increased access to people and information, and greater personalized interactions.Innovative communities have found ways to merge older forms of engagement with technology.In Berlin, crowdsourcing platform Jovoto created an upcycling, open design competition to repurpose a 120 year-old defunct steel railway bridge for a civic project (Mairs, 2015, August 18).
Overall, crowdsourcing holds the potential of engaging individuals in innovation, self-organization activities, informal learning, mutual support, and political action.Therefore, crowdsourcing may also have an important role to play in building community resilience.However, there is a lack of research on the dynamics of crowdsourcing when it comes to economic resilience.Specifically, details on factors that either enhance or suppress opportunities for successful crowdourcing support of communities undergoing economic crisis are lacking.In this paper, we will outline the 598 Smith, K. L., Ramos, I., Desouza, K. various forms of crowdsourcing, economic and community resilience, crowdsourcing and economic resilience, and the case of the Nepal earthquake is presented as a way to provide first evidence for the theoretical claims.This paper also introduces and describes a framework that can be used to study the impact of crowdsourcing initiatives for economic resilience and develops a set of indicators to be used to measure the change in the level of resilience.This framework was derived from a literature review covering the topics of technology-enabled crowdsourcing, community resilience, and crowdsourcing to build community resilience.The article ends by presenting evidence on how the dimensions of the proposed framework can be used to study the use of crowdsourcing for crisis / disaster situations.

CROWDSOURCING: INSIGHTS FROM THE LITERATURE
Crowdsourcing is the act of outsourcing a task or a function performed within the organization to an undefined and large group of people in the form of an open call.The task can be performed collaboratively (peer-production) or individually.According to Jeff Howe (2006), Web technologies have allowed the emergence of many initiatives that permit the average individual to market high-value intellectual property produced independently or in collaboration with others in whom she/he recognizes talent.

Utilization of Crowdsourcing in the 21 st Century
Crowdsourcing enables organizations to access a large number of creative individuals capable of producing a wide variety of unique intellectual goods that can then be subject to mass production in industrial sectors as diverse as textile, furniture, telecommunications, IT, food industries among many others.The spread of sophisticated technology available at low prices, ranging from tablets, video cameras, mobile phones to sophisticated software, made it possible for non-professionals to express their talent in the production of intellectual goods that can be acquired by organizations at low cost and be integrated in their production or innovation processes (Schenk and Guittard, 2011).Since these intellectual goods can be produced and offered in large quantities, organizations are able to select from a broad range, thus accessing a wide pool of skills and knowledge.
Routine tasks that are crowdsourced on a large scale permit the otherwise costly and time consuming completion of tasks that might be performed with the participation of a large number of amateurs, with a final quality equivalent to that obtained if the task was performed by professionals.For instance, the Federal Communications Commission (FCC) released the Measuring Broadband America App in 2015 where over 2 million volunteers downloaded the app while allowing the FCC to anonymously collect data on Internet speeds.Similarly, the U.S. Department of Energy released Lantern Live, an app that offers users in disaster areas the ability to report the status of local gas stations as well as get reports without officials having to physically go and check availability.Other reasons for organizations to crowdsource the solving of their problems and innovation challenges include the lack of internal knowledge, limitations in terms of human and financial resources, and the need to avoid solutions too much shaped by institutional practices and business logic.Tasks performed by crowds may be quite complex and vary broadly in type and scope.Complex tasks are the riskiest for crowds to solve because members will need to devote a significant effort to respond to the open call, with no guarantee of seeing their effort rewarded.For this reason, building an online reputation is essential to reducing the risk of performing work that is not rewarded; online reputation makes crowd members' talent more visible, and also offers the possibly of accessing other rewards beyond the prize associated with the challenge that is being answered (Schröder and Hölzle, 2010).The mechanisms for the creation of online reputation, coupled with opportunities to interact online, help to create bonds of trust between the members of the crowd, which are essential for the formation of spontaneous or suggested small teams for solving the most complex challenges.
When choosing to undertake crowdsourcing as a form of citizen engagement, organizations must be cognizant of their drawbacks.First, challenges presented must not request things that groups cannot reasonably produce.The open call must be written clearly with defined expectations (e.g.type of submission accepted, criteria), a transparent process (e.g.how are winners chosen, who owns intellectual rights), and the challenge feasibility in terms of the crowd's resources and skills.If users feel that there is not enough information provided, they are likely to spend their time expressing their discontent than working on the challenge.For instance, German dishwashing liquid soap company Pril held a crowdsourced competition for the design of its label in 2011.The company received over 50,000 submissions that were discussed and rated.The competition stated that two out of the top 10 designs (that the public voted on) would be selected.However, scared of 'weird' designs, the company weeded out certain designs using the rationale that some voters manipulated the voting process.There was discontent within the online community for the apparent disregard of the voters´ choice.
Second, if the organization turned to crowdsourcing due to lack of internal knowledge, it may face serious difficulties in properly assessing the quality and relevance of the contributions that are presented as well as in their integration in internal processes.Organizations must find a unique blend of evaluators that can adequately assess the varying aspects (i.e.idea, feasibility, sustainability, and adoptability) of the submissions.Third, issues of intellectual property ownership can be a sharp point of contention between developers and challenge creators.Intellectual property must be properly valued and rewarded in order to stimulate the high quality of participation and the development of trust.

Crowdsourcing Classifications
The growing popularity and uses of crowdsourcing justify the creation of a classification of its various models.This classification facilitates the understanding of the phenomenon and the prediction of how crowdsourcing will evolve in the coming years.Table 1 presents the categorization adopted in this paper and helps to highlight the complexity of practices generally referred to as crowdsourcing.

Category Description Examples
Crowd wisdom Technology-enabled crowdsourcing initiatives to solve innovation challenges or complex problems.The crowd wisdom model aims at allowing the crowd to answer innovation challenges or to solve problems (Jain, 2010;Pénin and Burger-Helmchen, 2011).The initiatives that implement this model may be internal to an organization or act as market places of ideas or technologies that organizations can use to access external knowledge and skills.In the case of an organization's initiative, internal challenges are identified and outsourced to a crowd.InnoCentive (innocentive.com) is one of the best known examples of crowd wisdom.The InnoCentive web platform makes innovation challenges available to be solved by the international community as well as its employees, customers and suppliers.Since it started in 2005, the company has supported the resolution of thousands of challenges and paid millions of dollars in rewards.
Organizations and government agencies put innovation challenges on the InnoCentive platform indicating the reward to be given to the winning solution.The organization pays a fixed fee to InnoCentive which depends on the type of challenge.After a period defined in the challenge itself, incoming solutions are evaluated and the best is awarded and the intellectual property rights are transferred to the organization that provided the challenge, which should be able to internalize the solution in a successful innovation.The InnoCentive supports the protection and transfer of intellectual property.
In Pakistan, programmers participated in a "Civic Hackathon" facilitated by Code for Pakistan.Programmers used open data to develop apps that would aid their fellow citizens in areas where the Pakistani government was faltering such as crime, terrorism, chronic power outages, and a poor economy.For instance, one group created the "NoKunda," app that allows residents to report illegal electricity connections on public power lines.Other apps allow residents to report bribing, help arrange carpooling connections, and gather reports on diseases daily for quicker NGO and government response (Stockman, 2015, March 27).
The crowd creation model aims to create value by consumers themselves.The value creation can be sponsored or autonomous (Zwass, 2010).In sponsored value creation, the crowd executes co-creation activities defined and coordinated by an organization interested in the mass production of intellectual goods such as the design of t-shirts and furniture.Instead of using their own web platforms, mass producers may use intermediaries whose function is to ensure the existence of a crowd with the right skills and motivation to provide high quality contributions (Geiger et al., 2011;Howe, 2008).For instance, iStock by Getty Images is a crowdsourced, royalty-free stock images and media sight that allows anyone to upload images for others to purchase.The site is one of the most successful and profitable crowdsourced sites in the world.
In the case of autonomous creation of value, the crowd produces marketable intellectual goods in voluntary activities.The goods produced are made available to those who may want to consume them, possibly through proprietary platforms of organizations that benefit economically from the activity of co-creation, particularly through the advertising opportunities that online traffic creates.Wikipedia and Youtube are examples of autonomous creation of value placed in the commons.Threadless (threadless.com) is an example of sponsored value creation.It is an online t-shirt company that crowdsources the design process for shirts it sells online through an ongoing open call for new designs and allowing registered members on the site to rate the design submissions on a five-point scale.The best rated designs are then used to produce t-shirts that are sold on the site.Designers who see their designs approved for production are rewarded in cash and in Threadless gift certificates.Shirts are sold online and shipped internationally.On the site, anyone can sign up for free with a valid e-mail address and become a member of the Threadless community.Community members can participate in the various functions available, including submitting designs, voting on designs, and shop.A very active blog forum is also available for members to chat about t-shirts or any other topic.
Crowd review can take mainly three forms: (1) a contribution is made available to the crowd for comments and/or changes; (2) a contribution is ranked by the crowd; and (3) the crowd chooses among several options.Therefore, the crowd contributes with their knowledge and skills to develop an output that is more sophisticated than what could be created by each member individually.Alternatively, the crowdsourcing initiative may have been designed to access the preferences of a large number of people or to execute decision tasks faster.
The challenge in this type of crowdsourcing is to engage crowd members in constructive interactions to produce something of very high value to the initiative and those accessing it.In the case of ranking or quick choice, the challenge is to deliver the adequate incentives to keep the crowd contributing.Action Alexandria is a crowd review site that allows residents of Alexandria, Virginia, to visit an online platform where they can respond to challenges, submit ideas, debate solutions, share stories, and build relationships.
Other sites also seek crowd review such as Threadless, described above as an example of crowd creation, also implements crowd review strategies by allowing community members to rate t-shirt designs.Wikipedia also applies crowd review strategies by allowing registered members validate, comment and change submitted articles.
Crowdfunding can be defined as the process by which entrepreneurs and nonprofits raise money on the web for their projects, businesses, or initiatives through the collective effort of many people who network and pool their money together to support the projects they find meaningful (Burtch et al, 2011;Burkett, 2011).Crowdfunding allows for individuals having difficulty accessing the usual financing resources to obtain the money needed to begin small projects or businesses.Since proposers present their idea in an open way, they can grasp the acceptance their project/business/initiative will have on the target market or community.
Following the earthquake in Nepal, crowdfunding campaigns began immediately.Crowdfunding sites such as GoFundMe, GlobalGiving, Razoo, Indiegogo, and CrowdRise received over $20 million in donates over 60 days from different segments of the international community.For instance, GlobalGiving pulled funds large from international nonprofits.GoFundMe and CrowdRise largely collected donations for individuals (Thorpe, 2015, June 11).KIVA (kiva.org) is a non-profit organization that crowdfunds entrepreneurial loans to third-world countries through microfinance intermediaries called Field Partners.Through its web-based platform, KIVA allows for lenders in developed countries to lend money to developing world entrepreneurs.A microfinance institution may become a Field Partner by following specific requirements defined by KIVA.Borrowers submit their project or goal in life that requires funding.Field Partners across five continents choose the local borrowers that are eligible for loans based on information about the project KIVA uploads to its website.Then lenders all over the world choose their favorite projects and personal stories and lend in increments of $25 to the largest amount that is the entire requested loan.
Upon repayment of the loan, KIVA collects the funds and then transfers the funds to the respective Field Planner in the form of KIVA credits.The Field Partner may withdraw their funds via PayPal or relend to another entrepreneur.KIVA is entirely supported by grants, loans, and donations from users and corporations.Field Partners charge their borrowers high interest to cover the risk of unpaid loans.
Crowd democracy designates crowdsourcing initiatives designed to (i) promote the participation of citizens in government-sponsored activities, and (ii) empower citizens to influence political and government decisions, therefore promoting open government.Crowd democracy initiatives can fall into three categories (Linders, 2012): 1) Citizen crowdsourcing.These initiatives allow citizens to contribute to improving the efficacy and responsiveness of governments.Citizens provide information and other contributions in accordance with specific requests, comment or rate possibilities, and help run government services.2) Open data platforms.The government provides public information for citizens to develop automated ways to analyze data according to objectives relevant to their decision-making, productivity, and well-being.3) Self-organized crowdsourcing.These initiatives are developed and managed by citizens to allow citizen-to-citizen co-creation, eventually presenting a substitute for traditional government responsibilities.In this type of initiative, the tasks in outsourcing to the crowd are defined by the citizens themselves.The government can be informed of the results and provide support.
Open Ministry (open-ministry.org) is a Finnish crowdsourcing initiative, nonprofit and non-aligned, that crowdsources the way laws are draft.The support is provided in three major ways: (1) ideation and development in which the initial concept is refined into a clear proposition.The platform supports open discussion of the proposal so the proposal can be refined and the language be framed in a way that is acceptable to the parliament; (2) campaigning the proposal in order to obtain at least 50 000 supporters so the law proposals can be passed to the parliament.Citizens can vote on the proposals that are available online; and (3) helping to get the support of influential people from the cultural, corporate and academic sectors to help the lobbying process required to shape politicians thinking and voting once the proposal goes to parliament.
The initiative aims at becoming an important instrument of participatory democracy by helping citizens have an impact on the laws that will regulate their lives.In Egypt during the Arab Spring, crowd democracy was in place in physical and digital form.Global protest movements saw thousands protest the dysfunctional Egyptian government as well as a digital movement that broadcast the grievances on social media site like Twitter, Facebook, and Youtube.As a result, both movements led to a 30-year dictatorship being toppled.
Citizen science is crowdsourced scientific research.Non-scientists are called to collaborate on research projects, providing information or participating in the analysis of research information (Cohn, 2008;Wiggins and Crowston, 2011).In this participatory format, volunteers take active roles in the research process, allowing them to have a closer contact with the scientific community and the usually large-scale problems addressed.The active participation of volunteers allows for the development of critical analysis skills and also for a better understanding of the scientific process.
Western Watersheds Project is a nonprofit group dedicated to protecting watersheds and wildlife.One way they do this is through citizen science.Members collected samples from water streams within public grazing allotments on federal land.They found the water to be of very low quality as well as harmful levels of E. coli bacteria.E. coli can harm wildlife, drinking supplies, and can put people at risk for infection.Western Watersheds submitted their water quality data to the Wyoming Department of Water Quality.In efforts to rebuff efforts of the group, the Governor of Wyoming passed a law in 2015 that made it illegal for citizen scientists to gather data 604 Smith, K. L., Ramos, I., Desouza, K. about environmental data across the state with plans to share the information with the state or federal government (Pidot, 2015, May 11).
The Citizen Science Alliance is an example of an initiative that promotes "collaboration of scientists, software developers and educators who collectively develop, manage and utilise internet-based citizen science projects in order to further science itself, and the public understanding of both science and of the scientific process."(citizensciencealliance.org).This platform hosts a number of projects in different scientific fields and advises researchers.Projects may be sent for assessment and, if approved, they are launched online.The platform makes available the necessary functionality to gather and aggregate contributions and other collaborative research tasks as well.Scientists provide the initial research challenge and then they help validating contributions from non-scientists.The platform may include tutorials to support the learning required to rigorously execute the task.Some of the results are then published in papers co-authored by scientists and major contributors.The platform aims to advance science and the public understanding of both science and the scientific process.
Web technologies enable the sharing and aggregation of content around areas of interest to specific communities.These same features allow bringing journalistic activity closer of final consumers.Armed with the talent and the proper tools, individuals can become amateur journalists, producing their own journalistic material and sharing it with those in the world who may have an interest.This democratization of journalism comes with different labels, including participatory journalism (Nguyen, 2006), grassroots journalism (Gilmor, 2004), networked journalism (Van der Haak et al., 2012) and citizen journalism (Bowman and Willis, 2003;Mythen, 2010).AllVoices (allvoices.com) is a citizen journalism platform that aims at forming a global community of professional and non professional journalists interested in sharing news, videos, images and opinions about events and people.It aims at providing global and local coverage by combining the received contributions with related articles aggregated from mainstream news sources.AllVoices assigns a credibility rating to each news report.The platform has been visited by 3 million unique visitors worldwide.
Crowdsourcing for crisis response refers to the involvement of individuals in response to disasters and crises by performing tasks delivered through web platforms.These initiatives may result from an effort of self-organization by the affected communities; instead, they might have been created by organizations involved in relief operations (Tapia et al, 2011;Vivacqua and Borges, 2010;Gao et al, 2011).In the case of self-organization, the use of social media such as blogs, wikis, microblogging and online social networks offer an inexpensive and effective way to disseminate information and collect ideas to solve problems.Volunteers find an easy way to participate in the relief efforts given their previous experience with those technologies; they also feel empowered to influence the technological infrastructure available and the support it gives.
Humanitarian Track (humanitariantracker.org) is a crowdsourcing platform for crises response that provides citizens with methods and tools to report crises situations with the aim of creating global awareness, challenge official distortion, and securing information that can help save lives of the civilian population.Through the use of maps, the events can be located by their intensity, which is highlighted.In this way, it is expected that adequate and timely responses can be planned and the required resources can be better allocated.
The Singapore Red Cross developed an innovative blood donation crowdsourcing campaign aimed at youth.The app alerts a potential blood donor of low stock level in real-time and prompts users to donate by providing information and locations of blood banks and blood drives.Users can track and post their donations and they are even able to see the number of lives their donation helped to save along with the information of their peers (Singapore Red Cross Society, 2012).

CROWDSOURCING'S CONNECTION TO ECONOMIC AND COMMUNITY RESILIENCE
The rise of crowdsourcing has important connections to economic and community resilience.To begin, resilience is a highly sought after, desirable goal of cities and communities.The concept of resilience lies in the ability of individuals, environments, or systems to respond to shocks and changes while continuing to operate and/or improve under the stress of the challenge.Resilience is the optimum place for a system to be because it means that the system will be able to survive and withstand pressures.However, resilience is extremely challenging to attain because of the complexity and interdependence between systems within a community, which makes them complex adaptive systems (CAS).

Resilience and Complex Adaptive Systems
Communities are complex adaptive systems because they are populated by natural and artificial systems; adaptive because they are dynamic in their ability to adapt and evolve through changing environments.The interdependence between components within a system creates opportunities for one component of the system to affect another.Walby (2007) suggests a way to look at the connection between systems is by considering each interlinked system as a medium for another system.That is, systems have mutual impact, where inputs and outputs flow through one another.
Economic resilience and vulnerability play a critical role in the wellness and overall resilience of a community.A community's economic system consists of industries that are connected through the exchange of products, transactions, and employment (Desouza and Smith, 2014).Vulnerability is the economic system's proneness to external shocks such as the weakening of a strategic industry (i.e.Detroit and the automobile industry, Pittsburgh and the steel industry), poor planning, and economic openness (i.e.productivity reduction, state subsidies).For resilience, communities should be able to sense changes, make proactive interventions, have alternative resources in place if needed, and the ability to recover from crises.
The way in which communities can sense and combat crises is through signals and triggers.This is important since Mitroff (1988) argued that crises are always preceded by a series of warning signals.Egelhoff and Sen (1992) conceptualize crisis as a result of an environmental threat that may be internal or external that interacts with an organizational weakness.Simply, signals that go unnoticed or unattended can transform into crises.For instance, prior to the global economic downturn, there were signals of impending financial problems due to the ignoring debt, endorsements by economists and politicians of an unsustainable economic framework, and bailouts that protected speculative and irresponsible debts.It is the confrontation of crisis signals that creates system resilience.Hensgen et al. (2003) go on to note that before a crisis occurs, signals are given ahead of time that should trigger corrective action.However, in many cases, crises occur even though there were signals because there was not a proper trigger for action.
For resilience to occur, communities must pay attention to signals and trigger interventions and behaviors that prevent destructive or disruptive occurrences.Interventions and behaviors should be new and innovative and carry the potential to adequately confront challenges, prevent crises, and enhance resilience.Crowdsourcing has emerged as a tool for open innovation (Schenk and Guittard, 2011;Marjanovic et al., 2012), diverse modes of idea development (Lee et al., 2015), and cost and timeeffectiveness (Brabham, 2008;Vukovic and Bartolini, 2010) that can help solve difficult challenges.

Crowdsourcing as an Innovative Approach to Resilience
Crowdsourcing creates an opportunity for the formation of social networks of skill, experience, and knowledge diversity.This opportunity decreases barriers to idea generation such as a lack of internal inertia, industry sameness, and shared assumptions across industries.However, the most important way that crowdsourcing impacts economic and community resilience is through the opening of communication and connectivity amongst individuals who would ordinarily not have access to one another.25 years ago, the connectivity we experience through social media and the Internet was non-existent; people were largely relegated to telephone conversations and writing letters to people in which they already had some acquaintance.Epstein (2015) asserts that the opening of communication lines has become a precondition to enhancing cooperation amongst previously unconnected persons.
Connectedness brought on by Internet and technology create a higher level of productivity (also referred to as social productivity) where individuals and groups are using social media, Web 2.0 technologies, and other forms of communication to work more effectively and efficiently.This aids resilience because it creates new avenues through which citizens can create new ideas and solutions for problems.The opportunity of crowdfunding to finance a community initiative or crowd wisdom that develops an ideas or information that modifies community behaviors grow as more people engage.Consider the astounding crowdsourced effort Wikipedia, a repository of information where anyone can create, edit, and update information pages at anytime.Wikipedia has become the world's largest encyclopedia and has essentially changed the way people research information; it also lowers the cost of acquiring knowledge and the speed in which people can acquire new information.
New approaches are essential for these problems because their impact trickles down from one area of a community to another.For instance, problems like economic hardship in countries under bailout such as Greece and Portugal create a lack of domestic employment that can lead to a significant flow of expatriation of highly educated young people who leave behind a country with an aging population and increased difficulties related to ensuring the country's economic recovery.Consequently, economic hardship can create social problems.For instance, children become victims of economic crisis (Ruxton, 2012); often neglected by parents experiencing enormous psychological pressure, they may also face great difficulties in access to primary health care and basic education when the family is in serious financial difficulties.The distress caused by the lack of future prospects often leads to a widespread state of alienation or anger.When this happens, resilience and opportunities for resilience are lowered.
Further, trends in urbanization are creating megacities (i.e.cities with populations of 10 million) quicker than previously expected.The growth of these megacities-megacities that are majority located in the developing world-increases city fragility and instability because of the drain on natural resources, the volume of families living in poverty, poor governments, and more.Desouza (2014) argues for frugal innovations, a development process that emphasizes reducing the cost and complexity of product production by assessing the markets needs and people's ability pay, in developing markets.Crowdsourcing has been applied to frugal innovation as an opportunity to pull ideas to find ways to make cheaper, affordable, quality products.In 2011, the Bill and Melinda Gates Foundation created the Reinventing the Toilet Challenge that awarded $100 thousand dollars to design a toilet that can safely dispose of human waste without a septic system or an outside water source, for five cents per day.The winners created an electrochemical reactor that is powered by the sun and breaks down water and waste into fertilizer and hydrogen.
If taken to market, the winning toilet design has the potential to eliminate serious issues happening in urbanized areas, which could boost resilience.In India, Finance Minister Arun Jaitley set a public goal to end open defecation by 2019.This goal is a challenging one because out of the one billion people in the world that does not have toilets, India accounts for around 600 million.Toilet installation in India could improve communities' resilience in various subsystems.For instance, toilet installation would improve hygiene, which would increase health because many preventable diseases (e.g.encephalitis, enteropathy, diarrhea) would be eliminated.Health care costs could decrease because the malnutrition of pregnant women, newborns, and children caused by repeated diarrhea or intestinal worm infections would be limited (WHO, 2008).

Understanding Resilience
The drive resilience, communities must enhance their ability to adapt and leverage their complexity to work positively for them.There are two many components that support resilience: resource robustness and adaptive capacity (Longstaff et al., 2010).These two components are essential for resilience because they help community's absorb disturbance and maintain its essential functions.This happens when a community has both the resources available and the ability to adapt in a manner that ensures functionality during and after the disturbance (Longstaff et al., 2010).Important to this process is harnessing the assets of a specific community to enhance resilience.
Resource robustness is associated with the measure of the effectiveness of the association between resource performance, diversity, and redundancy.Resources are organized as "objects, conditions, characteristics, and energies that people value" (Norris et al., 2008).Individuals can value resources differently.The concept of robustness centers on the ability to withstand the effects of shocks or disruptions due the structural, system, and technological properties (Adgers, 2000).According to Anderies et al. (2013), robustness explicitly links system dynamics to performance measures.Robustness depends on the effectiveness of this association to provide critical functions under a variety of conditions.
The performance of community resources indicates the level of capability and quality of the resource in relation to its role in maintaining the resilience of the community.The measurement of the resource performance may require comparison to similar features in order to assess the quality of the resource.Moreover, the capacity and quality of a resource may require testing its effectiveness under varying conditions.
Crowdsourcing assists with this through activities that develop or strengthen the performance of local public infrastructures, social services, services for water and energy supply, social networking, leadership, ethical values, and others.For instance, government platforms that seek to engage citizens in participatory democracy and crowd creation efforts aid with enhancing the performance of social networks and services.
An attribute key to performance robustness is redundancy.Redundancy is a system property that creates conditions where a failure in a key system will be immediately substituted by a backup (redundant) element.When a community has several resources to perform the same activity or function, it is said that there is redundancy of resources.The existence of redundant resources is important to ensure the implementation of an activity or function in case of failure of the unit in use.For instance, redundancy in a technical capacity could include back-up communications systems in case of a natural disaster.Socially, redundancy could include alternative shelters for disaster victims when their homes are destroyed.
However, redundancy has associated costs that the community must support.Having two systems can be costly, especially when considering physical infrastructure.Crowdsourcing offers an alternative to this because many of crowdsourced efforts are low cost and dispersed across large groups.For instance, the aforementioned partnership between the White House and Airbnb to provide emergency housing in cases of disaster emergency is a cost-efficient way to provide temporary shelter for victims.Previously, government would have to transport shelter equipment from wherever they were available which took time and cost money.Further, the redundancy of housing for disaster victims' aid in the recovery following a disruption exists because there is likely to be fewer instances of violence and illness.In the months following the earthquake in Haiti, more than 25% of the population was displaced for longer than a year and living in tents or displacement camps that lacked lights, doors, food, and adequate security.As a result, girls and women were regularly raped or subject to exchange sex for basic necessities such as food (Torgan, 2012, October 18).Additionally, due to the living conditions, over 9,000 Haitian's were killed and 700,000 infected by Cholera that is believed to have been brought in to the country by aid workers from South Asia and contracted through infected water supplies (Editorial Board, 2015, August 12).Associated with redundancy of resources is diversity.
The diversity of resources is related to the range of resources available to meet the needs of a community; it also refers to the variety of information, knowledge, and intervention capacity achieved with the resources (Longstaff et al., 2010).Resource diversity creates opportunities for more ideas and it can spur ideas through synergies and social networks.For instance, the Air Force Research Laboratory (AFRL), In-Q-Tel, and NASA all engage the national and international audiences in crowdsourcing challenges.AFRL facilitated a challenge through InnoCentive called Vehicle Stopper, which sought viable, sustainable, and affordable methods of stopping a fleeing vehicle without permanent damaging the vehicle or its occupants.The challenge had119 submissions and the winner was Dante Barbis, a retired 66 year old from Lima, Peru who proposed a remote controlled electric-powered vehicle that could accelerate up to 130 miles per hour within three seconds that can be placed under a fleeing car and trigger an airbag that would lift the car and slide it to stop (InnoCentive, 2011).Another element of resilience is adaptive capacity; this reflects the learning aspect of system behavior (Carpenter et al., 2001).The adaptive capacity of a community "is the ability of individuals and groups to: 1) store and remember experience, 2) use that memory and experience to learn, innovate, and reorganize resources in order to adapt to changing environmental demands, and 3) connect with others inside and outside the community to communicate experiences and lessons learned, self-organize or reorganize in the absence of direction, or to obtain resources from outside sources."(Longstaff et al., 2010, p. 7).
With time, a community develops and shares experience in solving common challenges and defining common futures.Culture, shared practices, meaning structures, and informational resources form the institutional memory.The accumulated institutional memory guides the creation of novel adaptations to environmental changes and the solution of problems.This collective ability is called innovative learning, a concept that emphasizes the learning that results from innovation efforts.The concept is also useful to emphasize that learning to deal with a crisis and a disaster may be highly dependent on their actual happening, when community members are most motivated for the effort of finding the required solutions and rethinking structures and the value of the available resources.
Adaptive capacity is particularly important to achieving resilience because in moments of disruptions, crisis, and disaster, weaknesses and vulnerabilities can create daunting effects for community.As proven by incidents in the past where government response was inadequate such as aspects of U.S. government's response to Hurricane Katrina and the West African government's response to the Ebola virus outbreak, citizens recognize that they must have a hand in the recovery of their communities as well as in other communities.During the Ebola outbreak in West Africa, Ushahidi, a crowdsourcing software, was used to help share data and assist emergency responders in real time.Ushahidi was originally developed in Kenya during the 2008 election violence because the government shut down Internet and radio connections so the 610 Smith, K. L., Ramos, I., Desouza, K. platform was developed to allow anyone to report what was going on in the streets.Ushahidi has been used in several other crises and the open source nature of the software allows it to be used and modified.Learning from past incidents and adapting Ushahidi to meet his needs, student Kpetermeni Siakor was able to dispatch Liberian emergency units by phone from his residence in Ghana to Ebola cases in Liberia (900 miles away) by using information volunteers entered into Ushahidi.Before Ushahidi, this type of work would have taken five or more days to report the Ebola cases the government (Rutsch, 2015, March 25).
Further, to foster effective learning, spreading knowledge and information is important to ensuring the integration of new experiences in the institutional memory.This requires the existence of trusted communication channels.Leadership is crucial to ensure the trust and guidance required for innovative learning that occurs in the process of creating solutions, tools, and meaning structures.Innovative learning also serves the community as way to anticipate future opportunities and hazards.For instance, evidence of climate change suggests future global peril if climate change isn't curtailed.The MIT Climate CoLab is a platform for citizen scientist to create, analyze, and discuss proposals to address global climate change on a continued basis.The continuous connectedness helps to sustain institutional memory.
Connectedness also helps to create social and organizational networks of community members with ties to resources, internal systems, and the environment.The degree of connectedness defines the community's ability to create and apply knowledge when facing challenging events as well as to take collective action to ensure its sustainability.Communities need to nurture tight and loose connections to be resilient since the former ensures quick responses and the latter ensures innovative responses.For this reason, more and more communities are not only creating one-off competitions or challenges but also having platforms that are open and encourage citizen dialogue for regular connections.This can be as simple as having a Facebook page where members can post information and comment or a dedicated platform for community members.

CROWDSOURCING FOR ECONOMIC RESILIENCE
As stated above, the term crowdsourcing encompasses currently a wide variety of web platforms focused on creating value for the market, support innovation, create complex information resources, empower citizens, and support the recovery efforts in disasters/crises.Studies focusing the role of crowdsourcing in strengthening the economic resilience of communities are almost inexistent.An analysis of papers published between 2010 and 2014 shows that studies have mainly addressed the role of crowdsourcing and social media in strengthening the resilience of communities in times of severe crises, mostly after natural disasters.
The resilience of a community is a collective and distributed capacity that needs to be developed over time and before being tested.After a crisis, and when a community begins to thrive in new conditions, this capability must be recalibrated for new threats and opportunities.The analysis of literature performed shows a very limited number of studies that focus simultaneously on crowdsourcing and on the consolidation of resilience outside the context of crisis/disaster situations.
Nevertheless, the analyzed literature highlights that there are some challenges related to the use of crowdsourcing that must be taken into account (Vivacqua and Borges, 2010).In crisis scenarios, since usually the available platforms do not communicate with each other, the information received and processed does not arrive in the same way to all organizations on the ground and redundant information may create more confusion than help.Furthermore, the information received may not be as up to date as necessary, either because it comes from a geo-referenced location that is not in the right place of the need (the issuer moved before sending it) or the information concerning an event is received with some time delay resulting in potential changes in the context, which render the rescue effort less effective.
Often, it is not easy to distinguish genuine information from the one that is sent with dubious or fraudulent intentions, which may endanger the success of the assistance to the population.Even though all information received is genuine, timely, and properly located, processing mechanisms may be required to make a first interpretation and automatic aggregation of large amounts of information in order to make its use feasible.
Moreover, in certain types of disasters, the disclosure of situations of vulnerability may constitute a threat to a situation already very fragile.Most platforms that collect geo-referenced and visual information also make this information available in real time to any user who registers on the platform.This can bring increased security risks to populations.This paper proposes a framework to understand the role that crowdsourcing in its various forms can have in developing, strengthening, and adjusting the resilience of communities.The rationale for this proposal is to recognize crowdsourcing as a new tool available to communities for strengthening the robustness of critical resources and improving the adaptive capacity of the community.

CROWDSOURCING FOR COMMUNITY RESILIENCE: A FRAMEWORK TO GUIDE FUTURE RESEARCH
The various crowdsourcing models produce specific outcomes that can contribute to resource robustness and enhanced adaptive capacity.Each model provides specific resources to communities such as solutions to innovation challenges, intellectual goods with commercial value, insights supporting effective decision-making processes (individual and collective), knowledge to support scientific enquiry, information about aspects of the community's life, individual experience relevant for public policy-makers and transparency of government processes, support to disaster management efforts in the form of actionable information, and project financing.To aid future research, a framework was developed to clearly outline the model functions and their outputs to understand how resilience is being strengthened in communities.
Figure 2 below aims to explain how crowdsourcing can be used to improve community resilience by enhancing a community's ability to anticipate threats and opportunities, to cope with hazards, to recover from disruptions, and to implement changes that ensure it is thriving in their new conditions.The framework accepts the framework of community resilience in Longstaff et al. (2010) that depicts it as a function of resource robustness and adaptive capacity.In their work, the authors conceptualize community resilience as resource robustness and adaptive capacity in the following subsystems: ecological, economic, physical infrastructure, civil society, and governance subsystems.The breakdown of community resilience into these five dimensions is only a theoretical exercise aimed at making it easier to address particular aspects that can be changed to produce impacts on the overall resilience capacity.Although separate, the framework acknowledges the intricate connections between the five subsystems.

Adaptive Capacity
Crowdsourcing initiatives support a community's adaptive capacity through the creation of opportunity, new information and products to moderate potential damages or hardship, and make or take advantage of opportunity, and cope with consequences in any circumstance (IPCC, 2007).Particularly, social networks, meaningful participation, and collective action create the importance.Through social networks, relationships between individuals, community, and institutions are established to facilitate the flow of resources (Adger et al., 2009).Ensor and Berger (2009) proposed that the social connections within marginalized groups help develop adaptive capacity.
One way this is done is through social learning.Muro and Jeffrey (2008) describe the basis of social learning as the process of collective and communicative learning that enables social outcomes, new knowledge, and skills.This is important because social learning allows for co-production and deliberation that wouldn't ordinarily happen in one group (Berkes, 2009).For instance, the Smithsonian Institute created the Smithsonian Digital Volunteers: Transcription Center that allows Smithsonian employees and volunteers to work together to transcribe historical documents into searchable and machine-readable documents.The project works in three stages: transcription by one group of crowdsourcers, review by another set, and final approval by Smithsonian trained staff or volunteers.They emphasize collaboration in order to create high-quality transcriptions because it is through collaboration that people increase their skills and knowledge, being able to contribute more.
Social learning also requires meaningful participation.Meaningful participation is the act of conferring, pondering, exchanging views, consideration, reflection, negotiation, and persuasion (NRC, 1996).The engagement of groups that are actively seeking the same solution along with reasonable, well-thought out reasons why the developed solution should be accepted coupled with deliberation that parses out details such as feasibility and logic assists with boosting resilience by allowing the best ideas to flourish.For instance, U.S. Challenge.govcompetitions are facilitated by a federal agency that places a call for submissions from the public.Traditionally, industry experts and leaders judge the submissions to ensure that the best and most fitting idea is selected.
Collective action amongst members of crowdsouring enables new connections in the community that help facilitate change and increasing resources (IPCC, 2007).Tompkins and Adger (2004) found that collective action creates new lines of communication within a community and assisted with increasing government influence.Ireland and Phillips (2011) found that stakeholder agency and collective action were important components of adaptive capacity in communities.The value hinges on how much people could accomplish while working together.

Resource Robustness
Crowdsourcing strengthens resource robustness through increasing the effectiveness of resource performance, diversity, and redundancy.Resource performance is subject to environmental, economic, and social conditions that can weaken a community's performance.Crowdsourcing can help strengthen resource performance by adding layers of anticipation, coping, recovering, and thriving, even in situations of fluctuation.For instance, following Hurricane Sandy in New York and New Jersey, a crowdsourced relief effort was started called Occupy Sandy.Occupy Sandy infused a diverse set of resources that aided the effected community through several mechanism such as crowdfunding, disaster response, citizen journalism, and crowd wisdom through multiple venues.Occupy Sandy's online component utilized social networking sites Facebook and Twitter to communicate to the masses.They also used Amazon.comwedding registries to create wish lists for individuals nationally and internationally to purchase goods and supplies.Other registries were created for local businesses in the affected areas.In addition to the online component, they had distribution sites at two churches, a ride share program to get aid into affected areas, and provided 24-hour support through the first winter after Hurricane Sandy (Grohsgal, 2013;Rizzi, 2013, April 26).
Through collective action happening in various pockets of society, greater redundancy is fostered.In moments when one system fails, crowdsourcing can serve as an alternative or backup.For instance, in Glyncoch, South Wales, Britain, the development of a community center was stalled when funding was derailed.However, the community crowdfunded the final £30,000 needed to build the center (Murray, 2014, June 8).This situation is not unique; according to the British Property Federation, public investments needed into projects such as parks, playgrounds, and sporting venues averages about £500 billion and what is available is nowhere near that amount; as a result, governments are likely to need public support to help pay for local needs (BPF, 2011).Looking to crowdfunding to move in when government cannot manage is an important form of redundancy that increases robustness.
Further, the diversity of resources adds to redundancy and performance because of the active elements in the system.Diversity can increase new resources and knowledge combinations; thus, enhancing creativity, learning, and innovation (Sampson, 2007).However, Cui and O'Connor (2012) note that new resources and knowledge combinations cannot be experienced if resources are not shared.Resources not shared can be a result of coordination and transaction issues.When information is shared, the impact strengthens the resilience of the system.

Resilience Subsystems
The subsystem approach considers the following five systems as core elements to community functioning: ecological, economic, civil, governance, and physical infrastructure.These subsystems represent interdependent, complex aspects of community life, each owning attributes and characteristics that contribute to community resilience.
The ecological subsystem encompasses the environment of the community and all of the living organisms, both human and otherwise that share interdependent existence.The natural resources of the community such as minerals, soil, and forest are important aspects of the ecological subsystems.Knowledge of a community's ecological system is necessary for resilience because it contributes to knowing the strengths and weakness of the environment, which aids in the anticipation, coping, recovery, and thriving of the community during and after disruption.This subsystem can aid community resilience through its adaptive capacity to changes.
For instance, the Farmers Business Network is a crowdsourced service for farmers that allows farmers to share information about agriculture such as different soils, seed varieties, and planting methods.This additional information aids resilience because of knowledge capital that farmers can tap into when changes occur in their resources.Further, understanding dependence on specific regions for goods or services is relevant institutional knowledge to prepare for resource robustness and anticipate a disruption by inviting other producers into the local market to create redundancies.For instance, in many towns and cities, water is culled from one source.However, if something were to damage that water source, acquiring another water supply within days is likely to become difficult and cause problems.
The economic subsystem comprises the individuals, groups, and institutions that create, produce, and consume goods and services.The economic resilience of a community offers stability to the community where members live comfortable in terms of their buying, trading, and selling; however, without it, communities are forced to adapt to insecurity.Resource performance, diversity, and redundancy can act as shock absorbers in the face of disruptions while adaptive capacity tools can be used as shockcounteraction (Longstaff et al., 2010).Such adaptive actions can be done through crowdsourcing such as the above-mentioned efforts during and following Hurricane Sandy in the U.S. to assist with anticipation of needs, recovery, and support afterwards that help boost economic resilience by helping the affected communities rebuild with support which is likely to speed up the process rather than alone and the strong possibility of setbacks.
Man-made infrastructure such as the roads, communication network, and water systems are the physical foundation of community.The physical infrastructure of a community is rife with complexities due to variations in regulation, infrastructure age, and control of infrastructure.Additionally, the capacity to adapt might be consistent in some of the components while some are inconsistent or unknown.For instance, a community's electrical system might have an updated adaptive capacity that prevents overloading during disasters while the water system might not be equipped with any capacity to mitigate risk.Further, redundancy might not be feasible due to private ownership of infrastructure and cost.
The civil society subsystem is organized as the social and collective action of the community, outside of government.Hallmarks of the civil society subsystem are efforts to enhance quality of life through civic engagement, faith-based organizations, and nonprofits.Longstaff et al. (2010) note that diversity and redundancy are critical to resilience in this subsystem.The volume of options for the community, especially during disasters can be a matter of life and death some.Whereas, if a disaster strikes and destroys a community clinic, a church facility or school equipped with a generator and basic medical supplies could assist in recovery.Further, the adaptive capacity of the civil society to create solutions through collective action, institutional memory, and social networks are essential for resilience.
The governance subsystem encompasses the administrative functions of the government through the political, legislative, and administrative systems.Typically, this subsystem is where decisions are made.Resource diversity or redundancies are not prevalent within the governance system.However, they do have adaptive capacity to change when necessary.With crowdsourcing, governance systems are slow to be changed; however, many are attempting to change to increase their capacity, become more transparent, and engage citizens.A California assemblyman crowdsourced the drafting of legislation through Wikispaces.Citizens could create an account, make changes to the bill, send suggestions, and supervise their own work (Heaton, 2014, March 8).
The framework depicted in figure 2 is useful as theoretical tool to conceptualize the relation between crowdsourcing and community resilience.It implies some key indicators that can be used in case studies to determine the actual impact of crowdsourcing initiatives on the resilience of a community, prior, during, and after a crisis situation.To assess the resilience of a community, this paper proposes that indicators related to adaptive capacity and resource robustness be measured for resilience.Indicators associated to these capacities will also be useful to measure the variation introduced to them by interventions designed to increase a community's resilience or by adaptations implemented as a consequence of disruptive events faced by the community.
The measurement of community resilience may prove to be a complex process for several reasons.First, it does not exist independently of the resilience of the individuals, families, and organizations that integrate the community; it is also interconnected with the resilience of the region in which the community is integrated.The interconnections between these various levels of resilience and their contribution to any overall resilience level are difficult to determine clearly and objectively (Constas and Barrett, 2013).On the other hand, the real level of resilience may be determinable only after the occurrence of a disruptive event, when the community can test, in practice, the robustness of its resources and its collective ability to adapt (Cutter et al., 2008;Frankenberger and Nelson, 2013).
Table 2 and 3 below systematize indicators found in the literature for each of the capabilities to be measured.These indicators assume resilience as a process unfolding overtime and focus the effectiveness and performance of taken actions.They are illustrative rather than exhaustive; the intention is to provide an initial list that can be extended and/or refined in future studies of the impact of crowdsourcing models on the economic resilience of communities.

Capacity
Sub-Capacity Resilience Indicators

Institutional Memory Social Networks
Effectiveness of actions to promote the sharing of knowledge about past disrupting events and present vulnerabilities.Degree of participation in the implementation, conservation and recuperation of key resources.Effectiveness of actions to promote the sharing of knowledge about past disrupting events and present vulnerabilities.Degree of participation in initiatives defined to improve the services considered relevant to a community's resilience towards threatening events.Effectiveness of available infrastructures and platforms for information sharing.Degree of participation in initiatives to reduce risks and prevent disrupting events.The indicators included in the table can be used to assess the relevance of crowdsourcing initiatives as instruments to support developing the resilience of communities.All indicators in the table above are considered as having an impact on the global economy of the community and, more specifically, in its ability to accomplish the production, distribution and consumption of goods and services during an economic crisis.Thus, the economic resilience of a community is not only secured by focusing on the resilience of the economic subsystem; it benefits from the resilience of the remaining subsystems, which can be affected by economic crises to the extent these may entail fewer resources and adaptive capacity of communities to ensure the stability of the ecological, physical infrastructure, civil society and governance subsystems.
Their contribution should translate into better resilience capabilities and should be detected in resilience measurements.Therefore, researching the impact of crowdsourcing on the resilience of communities requires longitudinal studies.An alternative to a longitudinal study would be the performing of specific measurements before, during and after a crisis that can be anticipated but not avoided, as long as crowdsourcing is used as an important instrument for crisis management.Such a study does not exist.The literature on the use of crowdsourcing for community resilience focuses primarily on its use in disaster situations and approaches it within the perspective of social media use.For the most, the various models are not addressed and therefore, the various categories of outputs are often packaged under the idea of information provided by the crowd to support the stages of crisis response and recovery.The next section presents a review of this literature in the period between 2010 and 2014.It uses the dimensions to structure the analysis of the published research.

CROWDSOURCING FOR COMMUNITY RESILIENCE: THE CASE OF NEPAL
In this section, the paper describes the use of crowdsourcing to support the coping and recovery efforts in Nepal, after a massive earthquake.This description aims at illustrating the relevance of the framework in Figure 2 to understand the role of crowdsourcing for community resilience.
A 7.8-magnitude earthquake hit Nepal's capital Kathmandu and its surrounding areas on 25 April 2015.More than 8,500 people lost their lives and more than 17,000 were injured (Rueters, 2015, May 17;CNN, 2015, May 10).A second major earthquake followed on 12 May 2015 of 7.3-magnitude, southeast of Kodari.It caused at least 125 deaths and more than 2,500 injured people as well as mass panic (Shrestha, 2015, May 14).Many buildings were destroyed, Nepal's historic sites were severely damaged, and many roads were impassable.The population sought shelter in open spaces like stadiums and fields, either because they lost their home or because they feared that a new earthquake might harm them if they were in a home.
In this extreme situation, the priority was to save as many lives as possible and provide survivors the minimum resources needed to address the immediate difficulties and gradually return to a normal situation.Crowdsourcing emerged as an adequate strategy to help in these efforts.
Years prior to the earthquake in Nepal, Nama Raj Budhathoki, who was studying open mapping, saw it being heavily utilized during the 2010 earthquake in Haiti.He began an OpenStreetMap community called the Kathmandu Living Labs (KLL) of 7 to 100 volunteers who mapped roads, buildings, schools, and hospitals daily.As a result, he had the most detailed, open source map of the Kathmandu Valley in the country.During the first days of the earthquake, KLL was able to respond with ground zero data, which aided rescue and response efforts; this was notable and critical service that was provided to the Nepal Red Cross and the Nepalese army.Following the earthquake, his team expanded to 2,400 mappers both local and international (Sinha, 2015, May 1).His mappers also use other sources for data such as DigitalGlobe.DigitalGlobe (digitalglobeblog.com/) made available high-resolution images of affected areas to support the work of search, rescue, and relief organizations.The company also activated its crowdsourcing platform Tomnod, allowing people around the world to tag collapsed buildings, blocked roads, and destroyed infrastructures showed in satellite images.The image tagging proved invaluable to bring objective information about the damages, guide decision-making, and reduce the response time.This crowdsourcing initiative provided solutions (crowd wisdom) and insights (crowd review) to support the resilience of the physical infrastructure subsystem by helping to recover infrastructures considered essential to the recovery process and improving the ability of the civil society organizations to better plan their rescue efforts(Figure 2).The images are still being made available so that volunteers can help in the rebuilding efforts.
Indiegogo, a crowdfunding platform, was used to raise money to support the rescue and recovery efforts.Pictures and updates about the destruction in Nepal were posted on Facebook to draw the attention of potential donors that were in this way directed to the Indiegogo platform (Nepal Earthquake Relief Fund) to make their donations.The raised money allowed for the gathering of tents, food, and water purification tablets for the thousands of homeless people.This Indiegogo crowdfunding challenge helped the resilience of the civil society subsystem by making collective action more effective and timely.The Indiegogo platform still presents several crowdfunding challenges aimed at supporting the recovery efforts and having a positive impact on the economic, civil society, and governance subsystems of the affected communities.
Zoouniverse, a citizen science initiative, sliced satellite images of Nepal provided by Planet Labs (planet.com)so they could be made available to the Zooniverse's community to classify.This was very helpful in the first days after the earthquake when detailed maps were being created.In the classified images, settlements and disaster areas were identified that allowed for predictions about where aid would be most needed.Using machine learning and information from detailed maps for use in the relief efforts produced by partner organizations, areas that were not covered in maps were marked as high priority for rescue.The project has been also useful in scientific terms to develop machine learning techniques to benefit disaster rescue situations.Knowledge produced also reinforced the ability of civil organizations to prioritize the areas for rescue.
"Before It's News" (beforeitsnews.com) is a citizen journalism initiative where anyone registered in its community can make available reports on what happened in Nepal.Through this initiative, locals can provide information they feel relevant to inform the world about the disaster and the efforts to recover from it and return to a normal situation.The shared information also kept Nepalis informed about what is happening in different parts of the country affected by the earthquake of April 25 and others that followed, thus enabling them to follow the situation of family and friends.In this way, this initiative contributes to enhance the adaptive capacity of the communities by supporting connectedness and collective memory.
Another crowdsourcing initiative, "Democracy for Nepal" (demrepubnepal.blogspot.com)was created to promote online transparency by enabling affected population to inform about inadequate distribution of resources and rescue attention.It also intends to be a forum for discussion about the reconstruction of the various affected areas in Nepal and for monitoring how donations are spent.The initiative aims at influencing foreign governments and agencies in their decision to provide support so the real needs are understood and met.The initiative includes information about how to thrive after the earthquakes by using local resources effectively and in the best interest of local citizens.The initiative aims to influence policy-making by sharing real experience of the affected population, therefore inducing correct allocation of resources to sustain the resilience of the economic, civil society and governance subsystems.
The above examples of crowdsourcing strategies used to help Nepal to cope and recover from several earthquakes that the country has been suffering since April 25, 2015 help to highlight the role that these strategies can play in engaging individuals worldwide, aggregating their efforts and wisdom to promote the resilience of communities affected by crises.Other platforms such as the Standby Task Force, an organization of international volunteers aid in disaster situations, Google through their Person Finder feature, Facebook's Safety Check service, and CrisisMappers and Tweet Crisis Map offered mapping services.

DISCUSSION
Crowdsourcing offers greater opportunities for citizens and government to engage with one another to find solutions to new and old problems.The ability to connect globally to share ideas, to discuss and debate, and create real and tangible solutions is not one that has been experienced before.Leveraging the wisdom of crowds for nontrivial purposes such as boosting resilience requires understanding of the best ways to leverage the human capital present in communities.
The interconnectivity between subsystems, individuals, and government creates new opportunities to understand just how much system inputs and outputs flow through one another.Ruttan (1998) asserted that economic growth depended on the social infrastructure (i.e.education, hospitals, housing) of the community and vice versa.We can see the economy's influence during moments of recession when housing prices are in decline and unemployment is increasing or, conversely, opportunities abound when the economy is strong.Șerban and Talanga (2015) analyzed the county level social resilience in Romania in relation to the global economic crisis.The authors found that the economic crisis changed communities and communities changed their economy through their behaviors.With the economic crisis, counties with higher numbers of employees in certain industries (less redundant) than the national average, their activity declined rapidly while counties with lower numbers of employees across industries (more redundant) declined slower.As a result of the sharp decline, the less redundant populations' response was to migrate to other places to find employment.However, the more redundant population reduced its purchasing, thus affecting domestic consumption.
The interconnectivity helps develop social ties.Although crowdsourcing is conducted through a technological medium, working together can build a sense of similarity as well as a sense of community.Through the posting of videos and comments, members are able to become more familiar with one another, build reputations, and increase the likelihood of future collaboration.In addition to future collaboration, strengthened social ties ensure shared ownership that spans across systems.Further, voluntary engagement creates civic-mindedness rather than passive citizenship (Fyfe, 2005;llcan and Basok, 2004).
Active citizenship also brings forth strong social impacts.Edwards et al. (2004) proposes that social impacts are created iteratively as citizens become active and draw on and enrich social, human, and cultural capital.For this to happen, social networks must be durable and mutual (Edwards et al., 2004).The mutuality and durability allows for prolonged engagement that spans past crowdsourcing for problems but crowdsourcing for community, such as discussions on city laws, information transfer, and sharing.
We already see glimpses of the strength of active citizenship and social ties.Individuals are becoming activists on social media such as Facebook and Twitter and using these media to cause change.The sharing economy has stimulated incredible connections through apps that facilitate ridesharing and homesharing, which signifies shifting boundaries around individual's personal space.Further, new advancements in technology test our willingness and eagerness to trust new innovations.The digital currency Bitcoin was released to the public in 2008 and in less than a decade, business owners and citizens have quickly adopted the new currency globally.We propose that the more crowdsourced activities take place, the more resilience can be stimulated because the strength of social networks creates more opportunities for resource robustness and adaptive capacity.

CONCLUSION
The increased interdependence and complexity of modern societies has increased the need to involve all members of community into solving problems.In times of great uncertainty, when communities face threats of different kinds and magnitudes, the traditional top-down approach where government provides solely for community wellbeing is no longer plausible.Crowdsourcing has emerged as effective means of empowering the communities.The connection between crowdsourcing and economic and community resilience has been strengthened by the connectivity enabled by technology.Increased access to people and information are creating new opportunities for resilience.
Future research on crowdsourcing is needed to fully understand all of the connections between P2P networks and resilience.We are already seeing the proliferation of P2P platforms through the sharing economy and how they are already changing how we eat, where we sleep, how we travel, and how we chose to work.In order to better understand the role crowdsourcing can play in building community resilience, empirical studies must be performed to research the contributions each model can provide during economic crises (and in what stage pre-event, event, post-event or new stability period after the recovery stage).The period of post-crisis, when the community is adjusting to new conditions and looking for opportunities to enhance the wellbeing of its members, is still under-researched and new studies are needed to better understand the role of crowdsourcing.
Further, research should endeavor to update the framework and indicators outlined in this study.To make this possible, a multitude of initiatives that fall within the various categories presented in this paper must be studied.These studies should be guided by economic resilience indicators that can help understand the impact of crowdsourcing initiatives in the economic resilience of communities.The value of the framework presented in this paper is in its potential to bring out a new research area in which quantitative and qualitative studies as well as ethnographic studies accompanying crowdsourcing initiatives by one or more years must be performed in order to fully understand how crowdsourcing initiatives impact communities.
While we know crowdsourcing has its benefits, we will also need to understand the costs and drawbacks to crowdsourcing.Crowdsourcing is a complex phenomenon, open to good use and misuse.The quality of information provided and broadcasted by the crowd may inadequate to the crisis management efforts, may be out-of-date or intentionally misguiding.So that crowdsourcing can be used in crisis situations, it is necessary to develop mechanisms for the evaluation and clearance of shared information.
Finally, literature is available about the false wisdom of crowds and how big decisions should not be left to large groups so we need to understand more about where crowdsourcing should and should not be used.

Table 2 :
Adaptive Capacity indicators

Table 3 :
Resource Robustness indicators