research page and bautiful-soup
This commit is contained in:
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font-weight: bold;
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}
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.research-container{
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width: 50%;
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width: 40%;
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text-align: center;
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padding-top: 70px;
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}
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border: 1px solid black;
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color: black;
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text-decoration: none;
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width: 200px;
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border-radius: 25px;
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text-align: center;
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</div>
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<div class="container research-container pt-5">
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<div class="re-center-this">
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<p>We do regular monitoring and evaluation on the impact of our programs and collaborate with researchers from around the world. Data is collected through digital (blockchain-based) transaction data, journals and surveys of people using and not using Community Currencies.</p>
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<p>Data definitions can be found <a class="re-link" href="https://gitlab.com/grassrootseconomics/cic-docs/-/blob/master/TransactionDatasets.md">here</a> and datasets can be downloaded below.</p>
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<p>We do regular monitoring and evaluation on the impact of our programs and collaborate with researchers
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from around the world. Data is collected through digital (blockchain-based) transaction data, journals
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and surveys of people using and not using Community Currencies.</p>
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<p>Data definitions can be found <a class="re-link"
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href="https://gitlab.com/grassrootseconomics/cic-docs/-/blob/master/TransactionDatasets.md">here</a>
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and datasets can be downloaded below.</p>
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</div>
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<div class="d-flex justify-content-center re-dataset-buttons">
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<a class="dataset-download" href="{{SITEURL}}/theme/datasets/POA_sarafu_tx_and_users_all_pub_2018-201.zip" download="POA_sarafu_tx_and_users-2018">2018-2019 POA Blockchain Data</a>
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<a class="dataset-download" href="{{SITEURL}}/theme/datasets/Sarafu_xdai_data_July_13_2021.zip" download="POA_sarafu_tx_and_users-2018">2020-July 13 2021 DAI Blockchain Data</a>
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<a class="dataset-download" href="{{SITEURL}}/theme/datasets/POA_sarafu_tx_and_users_all_pub_2018-201.zip"
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download="POA_sarafu_tx_and_users-2018">2018-2019 POA Blockchain Data</a>
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<a class="dataset-download" href="{{SITEURL}}/theme/datasets/Sarafu_xdai_data_July_13_2021.zip"
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download="POA_sarafu_tx_and_users-2018">2020-July 13 2021 DAI Blockchain Data</a>
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</div>
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<div class="d-flex justify-content-center re-inline-buttons">
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<div class="d-flex justify-content-center pb-5 re-inline-buttons">
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<a class="re-buttons" href="#">Published Research Papers</a>
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<a class="re-buttons" href="https://play.grassecon.org/">Demo CIC Creation</a>
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<a class="re-buttons" href="https://dashboard.sarafu.network/">CIC Data Dashboard</a>
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<a class="re-buttons" href="https://gitlab.com/grassrootseconomics/cic-docs">White paper&docs&code</a>
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</div>
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<div class="blue-section pt-5 pb-5">
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<div class="list-section">
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<ul>
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<li>Design</li>
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<ul>
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<li>What do communities need to unlock and direct their collective capacity?</li>
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<ul>
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<li>What does a post scarcity society look like?</li>
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<li>How can variations on currency design support community abundance and harmony with their
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environment and other communities?
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</li>
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<li>Ideology and ethics - Why develop a community currency? (For each part of the
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infrastructure and various implementers.)
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</li>
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</ul>
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</ul>
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<li>Development</li>
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<ul>
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<li>How can community currencies and their infrastructure be developed and managed?</li>
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<li>How are communities fully empowered and sovereign in their choices?</li>
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<li>What regulatory frameworks can be used?</li>
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<li>How to achieve institutional integration - Humanitarian orgs, chamas (community groups),
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schools, shops, govt. Financial Institution, Faith based organizations, etc
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</li>
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<li>Network visualization and analytics that help understand, react to and manage CIC systems
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</li>
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<ul>
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<li>Predictive and Agent based modelling</li>
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</ul>
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<li>How can people and institutions outside of a community interact with the local community?
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Aid distribution - redistribute taxes? (voting, algo, etc) ... Also in what medium: Capacity
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building, in-kind, cash, stable tokens, etc
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</li>
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</ul>
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<li>Understanding:</li>
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<ul>
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<li>What are the impacts from pilots and trials? - short and long term effects of such programs
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like <a class="re-link" href="{{SITEURL}}/pages/sarafu-network.html">Sarafu Network.</a>
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</li>
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<li>What characteristics cause community currencies of different designs and communities to have
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different impacts?
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</li>
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</ul>
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</ul>
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<div class="re-center-this">
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<p><a class="re-link" href="{{SITEURL}}/pages/contact-us.html">We love to get feedback and link to
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studies!</a></p>
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</div>
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</div>
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</div>
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<div class="crisis-response">
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<div class="d-flex">
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<div class="me-auto">
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<p class="re-small-font bold-font">Community Currencies as Crisis Response</p>
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<p class="re-small-font">Results from a Randomized Control Trial in Kenya</p>
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<p class="re-small-font">2021 Rebecca Mqamelo</p>
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<a class="re-link"
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href="https://1fce7114-8e4a-43c5-bcbd-d2b877364fde.filesusr.com/ugd/2fc0ed_224126ea289648fba1d0c1e0ca8b406d.pdf">(download
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pdf)</a>
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</div>
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</div>
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<div class="abstract pt-5">
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<p class="re-small-font">Abstract:</p>
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<p class="re-small-font">In 2020, Grassroots Economics’ Community Inclusion Currency (CIC) model was adopted by the Kenya Red
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Cross as a humanitarian response to the Covid-19 pandemic. This paper presents the results of what
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may be the world’s first randomized control trial in this area. Unlike most cash transfer programs,
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recipients are sent cryptocurrencies rather than cash or mobile money, enabling an unprecedented
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level of impact evaluation. Results show that CIC transfers of $30 are associated with $93.51
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increase in beneficiaries’ wallet balance, a $23.17 increase in monthly income, a $16.30 increase in
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monthly spending, a $6.31 increase in average trade size and a $28.43 increase in expenditure on
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food and water. However, the difference in treatment effects for males versus females suggests
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gender imbalances persist. This study serves as an important prototype for cash transfer models that
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keep money flowing locally and support bottom-up economic resilience.</p>
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</div>
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</div>
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<div class="re-articles">
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<div class="article">
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<p class="re-small-font bold-font">Red Cross Mukuru Kayaba Rapid Survey Analysis May 2020</p>
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<p class="bold-font">CIC: Mukuru Kayaba Rapid Survey Analysis - brief.</p>
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<p>Date of analysis:25th to 30th May 2020<br>
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Area of survey: Mukuru Kayaba (Pop. 83,000) (Pop of Sarafu users 4000)<br>
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Number of respondent: Female 391, Male 228 Total: 619<br>
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Goal: To understand the impact of Sarafu and give qualitative understanding of the statistics for users.</p>
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<div class="d-flex justify-content-start pt-3 pb-5">
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<a class="click-here">Click here</a>
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</div>
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<div class="bottom-line"></div>
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</div>
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</div>
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</div>
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</div>
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@ -77,19 +77,115 @@
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</div>
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<div class="container research-container pt-5">
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<div class="re-center-this">
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<p>We do regular monitoring and evaluation on the impact of our programs and collaborate with researchers from around the world. Data is collected through digital (blockchain-based) transaction data, journals and surveys of people using and not using Community Currencies.</p>
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<p>Data definitions can be found <a class="re-link" href="https://gitlab.com/grassrootseconomics/cic-docs/-/blob/master/TransactionDatasets.md">here</a> and datasets can be downloaded below.</p>
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<p>We do regular monitoring and evaluation on the impact of our programs and collaborate with researchers
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from around the world. Data is collected through digital (blockchain-based) transaction data, journals
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and surveys of people using and not using Community Currencies.</p>
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<p>Data definitions can be found <a class="re-link"
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href="https://gitlab.com/grassrootseconomics/cic-docs/-/blob/master/TransactionDatasets.md">here</a>
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and datasets can be downloaded below.</p>
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</div>
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<div class="d-flex justify-content-center re-dataset-buttons">
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<a class="dataset-download" href="../theme/datasets/POA_sarafu_tx_and_users_all_pub_2018-201.zip" download="POA_sarafu_tx_and_users-2018">2018-2019 POA Blockchain Data</a>
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<a class="dataset-download" href="../theme/datasets/Sarafu_xdai_data_July_13_2021.zip" download="POA_sarafu_tx_and_users-2018">2020-July 13 2021 DAI Blockchain Data</a>
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<a class="dataset-download" href="../theme/datasets/POA_sarafu_tx_and_users_all_pub_2018-201.zip"
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download="POA_sarafu_tx_and_users-2018">2018-2019 POA Blockchain Data</a>
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<a class="dataset-download" href="../theme/datasets/Sarafu_xdai_data_July_13_2021.zip"
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download="POA_sarafu_tx_and_users-2018">2020-July 13 2021 DAI Blockchain Data</a>
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</div>
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<div class="d-flex justify-content-center re-inline-buttons">
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<div class="d-flex justify-content-center pb-5 re-inline-buttons">
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<a class="re-buttons" href="#">Published Research Papers</a>
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<a class="re-buttons" href="https://play.grassecon.org/">Demo CIC Creation</a>
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<a class="re-buttons" href="https://dashboard.sarafu.network/">CIC Data Dashboard</a>
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<a class="re-buttons" href="https://gitlab.com/grassrootseconomics/cic-docs">White paper&docs&code</a>
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</div>
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<div class="blue-section pt-5 pb-5">
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<div class="list-section">
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<ul>
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<li>Design</li>
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<ul>
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<li>What do communities need to unlock and direct their collective capacity?</li>
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<ul>
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<li>What does a post scarcity society look like?</li>
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<li>How can variations on currency design support community abundance and harmony with their
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environment and other communities?
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</li>
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<li>Ideology and ethics - Why develop a community currency? (For each part of the
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infrastructure and various implementers.)
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</li>
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</ul>
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</ul>
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<li>Development</li>
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<ul>
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<li>How can community currencies and their infrastructure be developed and managed?</li>
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<li>How are communities fully empowered and sovereign in their choices?</li>
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<li>What regulatory frameworks can be used?</li>
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<li>How to achieve institutional integration - Humanitarian orgs, chamas (community groups),
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schools, shops, govt. Financial Institution, Faith based organizations, etc
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</li>
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<li>Network visualization and analytics that help understand, react to and manage CIC systems
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</li>
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<ul>
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<li>Predictive and Agent based modelling</li>
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</ul>
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<li>How can people and institutions outside of a community interact with the local community?
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Aid distribution - redistribute taxes? (voting, algo, etc) ... Also in what medium: Capacity
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building, in-kind, cash, stable tokens, etc
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</li>
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</ul>
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<li>Understanding:</li>
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<ul>
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<li>What are the impacts from pilots and trials? - short and long term effects of such programs
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like <a class="re-link" href="../pages/sarafu-network.html">Sarafu Network.</a>
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</li>
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<li>What characteristics cause community currencies of different designs and communities to have
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different impacts?
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</li>
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</ul>
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</ul>
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<div class="re-center-this">
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<p><a class="re-link" href="../pages/contact-us.html">We love to get feedback and link to
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studies!</a></p>
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</div>
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</div>
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</div>
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<div class="crisis-response">
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<div class="d-flex">
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<div class="me-auto">
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<p class="re-small-font bold-font">Community Currencies as Crisis Response</p>
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<p class="re-small-font">Results from a Randomized Control Trial in Kenya</p>
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<p class="re-small-font">2021 Rebecca Mqamelo</p>
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<a class="re-link"
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href="https://1fce7114-8e4a-43c5-bcbd-d2b877364fde.filesusr.com/ugd/2fc0ed_224126ea289648fba1d0c1e0ca8b406d.pdf">(download
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pdf)</a>
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</div>
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</div>
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<div class="abstract pt-5">
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<p class="re-small-font">Abstract:</p>
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<p class="re-small-font">In 2020, Grassroots Economics’ Community Inclusion Currency (CIC) model was adopted by the Kenya Red
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Cross as a humanitarian response to the Covid-19 pandemic. This paper presents the results of what
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may be the world’s first randomized control trial in this area. Unlike most cash transfer programs,
|
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recipients are sent cryptocurrencies rather than cash or mobile money, enabling an unprecedented
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level of impact evaluation. Results show that CIC transfers of $30 are associated with $93.51
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increase in beneficiaries’ wallet balance, a $23.17 increase in monthly income, a $16.30 increase in
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monthly spending, a $6.31 increase in average trade size and a $28.43 increase in expenditure on
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food and water. However, the difference in treatment effects for males versus females suggests
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gender imbalances persist. This study serves as an important prototype for cash transfer models that
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keep money flowing locally and support bottom-up economic resilience.</p>
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</div>
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</div>
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<div class="re-articles">
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<div class="article">
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<p class="re-small-font bold-font">Red Cross Mukuru Kayaba Rapid Survey Analysis May 2020</p>
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<p class="bold-font">CIC: Mukuru Kayaba Rapid Survey Analysis - brief.</p>
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<p>Date of analysis:25th to 30th May 2020<br>
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Area of survey: Mukuru Kayaba (Pop. 83,000) (Pop of Sarafu users 4000)<br>
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Number of respondent: Female 391, Male 228 Total: 619<br>
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Goal: To understand the impact of Sarafu and give qualitative understanding of the statistics for users.</p>
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<div class="d-flex justify-content-start pt-3 pb-5">
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<a class="click-here">Click here</a>
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</div>
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<div class="bottom-line"></div>
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</div>
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</div>
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</div>
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</div>
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@ -16,7 +16,7 @@
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font-weight: bold;
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}
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.research-container{
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width: 50%;
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width: 40%;
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}
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.re-center-this{
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text-align: center;
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@ -65,6 +65,39 @@
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background-color: #3E3F45;
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color: #b3e6ff;
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}
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.blue-section{
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background-color: #ebfafa
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}
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.list-section{
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padding-left: 30px;
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padding-right: 30px;
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}
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.crisis-response{
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padding-top: 60px;
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}
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.re-small-font{
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font-size: 20px;
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}
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.re-articles{
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padding-top: 70px;
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}
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.bold-font{
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font-weight: bold;
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}
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.click-here{
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background: #ffffff;
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border: 1px solid black;
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color: black;
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padding: 0.5em;
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text-decoration: none;
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width: 200px;
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border-radius: 25px;
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text-align: center;
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}
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.bottom-line{
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border-bottom: 2px solid black;
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width: 100%;
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}
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@media only screen and (max-width: 480px){
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.re-img-container{
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9
scrape.py
Normal file
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scrape.py
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from bs4 import BeautifulSoup
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import requests
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research = "https://www.grassrootseconomics.org/research"
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html_text = requests.get(research).text
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soup = BeautifulSoup(html_text, 'html.parser')
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match = soup.find_all('div', class_='s_usaAWRichTextClickableSkin_richTextContainer')
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print(match)
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