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	<title>Multiplyd &#187; Multiplyd &#8211; Tracking the next generation Healthcare IT ideas</title>
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		<title>Voxiva</title>
		<link>http://www.multiplyd.com/voxiva/</link>
		<comments>http://www.multiplyd.com/voxiva/#comments</comments>
		<pubDate>Fri, 12 Aug 2011 03:38:24 +0000</pubDate>
		<dc:creator>Pallav</dc:creator>
				<category><![CDATA[Health Tools]]></category>
		<category><![CDATA[Chronic Disease Management]]></category>
		<category><![CDATA[Health Information]]></category>
		<category><![CDATA[mHealth]]></category>
		<category><![CDATA[Mobile Apps]]></category>
		<category><![CDATA[Public Health]]></category>

		<guid isPermaLink="false">http://www.multiplyd.com/?p=1351</guid>
		<description><![CDATA[ On the continuum of healthcare IT solutions, there are two distant ends. One extreme can be thought of as the complex, medical-grade enterprise EHR systems that cater to large institutions and mainly providers. The other would then be a consumer-grade solution that is designed for delivering health interventions to the masses. The latter is where [...]]]></description>
			<content:encoded><![CDATA[<p><img class="alignleft size-full wp-image-1437" style="margin: 5px 10px;" title="VoxivaLogo" src="http://www.multiplyd.com/wp-content/uploads/2011/08/VoxivaLogo.jpg" alt="" width="122" height="22" /> On the continuum of healthcare IT solutions, there are two distant ends. One extreme can be thought of as the complex, medical-grade enterprise EHR systems that cater to large institutions and mainly providers. The other would then be a consumer-grade solution that is designed for delivering health interventions to the masses. The latter is where <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy52b3hpdmEuY29t" target=\"_blank\">Voxiva</a>&#8216;s offerings lie.</p>
<p>Voxiva provides the technology platform, professional services and support needed for designing and deploying a mobile-based health solution for consumers. When you read that, think beyond the now-hip smartphone app market. Less than a fifth of mobile handsets out there are smartphones. So to reach the remainder, the solution has to encompass relatively simpler mechanisms like feature-phone data entry, SMS and IVR.</p>
<p>There are a number of unique design challenges for creating an engaging public health solution that can work across any/most devices and be delivered through multiple channels to a varied set of end-users. It needs to work synchronously across web, mobile, email. It should support data entry across all kinds of user interfaces (feature phones, smartphones, different mobile operating systems, multiple-languages, etc). It needs to deliver real-time alerts (SMS, voice, email, web portal) and provide real-time analysis for decision-makers. And obviously be scalable and dependable with near-100% uptime. What appears to be a simplistic low-end IT solution on the surface is really a huge undertaking to communicate with an end-user population that is as diverse as it can be.</p>
<p>Voxiva&#8217;s real impressive achievement is doing a lot of what they do in international market- specially developing countries. They have created a HIV/AIDS mHealth <a title=\"PDF Case study\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy52b3hpdmEuY29tL2NvbnRlbnQvY2FzZV9zdHVkaWVzL1J3YW5kYSUyME1pbmlzdHJ5JTIwb2YlMjBIZWFsdGgucGRm" target=\"_blank\">solution for Rwanda Ministry of Health</a>, disease surveillance <a title=\"PDF Case study\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5tdWx0aXBseWQuY29tL2NvbWZvcnQtem9uZS8=" target=\"_blank\">solution for Peruvian military</a>, diabetes management <a title=\"PDF Case study\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5tdWx0aXBseWQuY29tL2NvbWZvcnQtem9uZS8=" target=\"_blank\">program in Mexico</a>, and plenty of others. In US, their most famous offering was Text4Baby (see Multiplyd&#8217;s <a title=\"Multiplyd review of Text4Baby (2010)\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5tdWx0aXBseWQuY29tL3RleHQ0YmFieS8=" target=\"_blank\">previous review</a> on it), an SMS-based maternal health education service launched in early 2010. Since then, they have diversified into <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy52b3hpdmEuY29tL3NvbHV0aW9ucy9oZWFsdGhfZW5nYWdlbWVudC9zbW9raW5nQ2Vzc2F0aW9uLmh0bWw=" target=\"_blank\">Text2Quit</a> (smoking cessation) and <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy52b3hpdmEuY29tL3NvbHV0aW9ucy9oZWFsdGhfZW5nYWdlbWVudC9kaWFiZXRlcy5odG1s" target=\"_blank\">Care4Life</a> (diabetes management). Simple interventions, but designed for massive implementation and adoption. Which is why Voxiva continues to stand out.</p>
<p>&nbsp;</p>
<p>&nbsp;</p>
 <img src="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?view=1&post_id=1351" width="1" height="1" style="display: none;" />]]></content:encoded>
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		<item>
		<title>Celltrak</title>
		<link>http://www.multiplyd.com/celltrak/</link>
		<comments>http://www.multiplyd.com/celltrak/#comments</comments>
		<pubDate>Fri, 06 May 2011 17:48:56 +0000</pubDate>
		<dc:creator>Pallav</dc:creator>
				<category><![CDATA[Health Records]]></category>
		<category><![CDATA[ZPostWithImages]]></category>
		<category><![CDATA[Chronic Disease Management]]></category>
		<category><![CDATA[Home Health]]></category>
		<category><![CDATA[mHealth]]></category>
		<category><![CDATA[Mobile Apps]]></category>
		<category><![CDATA[Public Health]]></category>
		<category><![CDATA[Scheduling]]></category>

		<guid isPermaLink="false">http://www.multiplyd.com/?p=1255</guid>
		<description><![CDATA[Accounting for only 7.2% employment in healthcare, Home Healthcare is perhaps one of the lesser known and advertised sub-markets in the industry. It serves patients who prefer to stay at home but need ongoing care that cannot easily or effectively be provided solely by family or friends. These providers deliver a wide variety of health [...]]]></description>
			<content:encoded><![CDATA[<p><img class="alignleft size-full wp-image-1386" style="margin: 5px 10px;" title="CelltrakLogo" src="http://www.multiplyd.com/wp-content/uploads/2011/05/CelltrakLogo.jpg" alt="" width="188" height="55" />Accounting for only <a title=\"BLS Overview of healthcare employment (see chart)\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5ibHMuZ292L29jby9jZy9jZ3MwMzUuaHRt" target=\"_blank\">7.2% </a>employment in healthcare, Home Healthcare is perhaps one of the lesser known and advertised sub-markets in the industry. It serves patients who prefer to stay at home but need ongoing care that cannot easily or effectively be provided solely by family or friends. These providers deliver a wide variety of health  care and supportive services like professional nursing, physical therapy, occupational therapy, social work, nutritional care, medical equipment supplies, etc.</p>
<p>According to the <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5uYWhjLm9yZy8=" target=\"_blank\">National Association for Home Care</a>, about 12 million people in this country receive care from more than 33,000 home health care providers. The market is made up of few large, publicly traded companies (see <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5nb29nbGUuY29tL2ZpbmFuY2U/cT1MSENH" target=\"_blank\">LHCG</a>, <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5nb29nbGUuY29tL2ZpbmFuY2U/cT1BRkFN" target=\"_blank\">AFAM</a>, <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5nb29nbGUuY29tL2ZpbmFuY2U/cT1BTUVE" target=\"_blank\">AMED</a> stocks for example) and many small/mid-size players. The challenges faced by these companies are typical of those with field-based employees: scheduling the visits, then figuring out if their employee actually visited the patient, if they did then what was the real time and mileage, ensuring the data collected during visit is archived and accurate, etc.</p>
<p>Which brings me to <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5jZWxsdHJhay5jb20=" target=\"_blank\">CellTrak</a>. It was founded in 2006 and delivers mobile-based automation to Home Healthcare agencies. I think it&#8217;s a brilliant application of healthcare information technology for alleviating self-reported information issues and paper-processes in a niche market. Given that everyone carries a phone today, using mobile modules to increase compliance and productivity makes a lot of sense for a field-based business. Some examples of the modules available:</p>
<ul>
<li>Care Plan Management</li>
<li>GPS and Directions</li>
<li>Time and Attendance</li>
<li>Travel Time and Mileage</li>
<li>Supply Management</li>
<li>Alerting and Messaging</li>
<li>Scheduling</li>
<li>Nurse Care</li>
<li>Wound Care</li>
</ul>
<p><img class="aligncenter size-full wp-image-1385" title="CellTrakSolutions" src="http://www.multiplyd.com/wp-content/uploads/2011/05/CellTrakSolutions.jpg" alt="" width="535" height="377" /></p>
<p>Solving logistical issues like location, time capture, attendance, inventory etc. is pragmatic. But providing modules around clinical care is the more interesting strategy from my perspective. Usually, software solutions that enable care documentation and collaboration are associated with either care-delivery enterprises (e.g. fixed location hospitals using <a class=\"zem_slink\" title=\"Electronic health record\" rel=\"wikipedia\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL2VuLndpa2lwZWRpYS5vcmcvd2lraS9FbGVjdHJvbmljX2hlYWx0aF9yZWNvcmQ=">EHRs</a>) or with patients themselves (e.g. <a title=\"Wikipedia article about PHRs\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL2VuLndpa2lwZWRpYS5vcmcvd2lraS9QZXJzb25hbF9oZWFsdGhfcmVjb3Jk" target=\"_blank\">PHRs</a>). Neither of those have a particularly critical need to be consumable in a mobile form-factor- that is just a nice-to-have functionality. CellTrak has found a special need where the inherent care delivery workflow necessitates even the clinical Healthcare IT solution to be <em>exclusively</em> mobile. It is a good example of the hidden corners within the complex maze of healthcare system which require thinking outside the traditional bounds.</p>
<p>Other examples of using exclusively mobile-based electronic health records are mostly restricted to public health context in developing countries (see <a title=\"Child Count\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5tdWx0aXBseWQuY29tL2NoaWxkLWNvdW50Lw==">ChildCount</a> for example). That skew is mostly due to the field-based nature of public health and mobile being the primary means of connectivity in emerging economies. With CellTrak, we see the same technology paradigm tackling the problems of a conventional health industry segment in a developed country.</p>
<p>CellTrak partners with some EHR (<a class=\"zem_slink\" title=\"Cerner\" rel=\"homepage\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5jZXJuZXIuY29tLw==">Cerner</a>, <a class=\"zem_slink\" title=\"Allscripts\" rel=\"homepage\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL2FsbHNjcmlwdHMuY29tLw==">Allscripts</a>) and wireless providers (<a class=\"zem_slink\" title=\"AT&amp;T\" rel=\"homepage\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5hdHQuY29t">AT&amp;T</a>, <a class=\"zem_slink\" title=\"T-Mobile\" rel=\"homepage\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy50LW1vYmlsZS5uZXQv">T-Mobile</a>, <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5zcHJpbnQuY29t" target=\"_blank\">Sprint</a>, <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy52ZXJpem9uLmNvbQ==" target=\"_blank\">Verizon</a>) currently. I expect that the future iterations of most enterprise EHRs would include incorporating a solution like CellTrak which enables running operations in the field and  seamlessly connects health information to/from a mobile workforce.</p>
<p>&nbsp;</p>
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	<georss:point>42.0481529 -88.0320358</georss:point>	</item>
		<item>
		<title>Child Count</title>
		<link>http://www.multiplyd.com/child-count/</link>
		<comments>http://www.multiplyd.com/child-count/#comments</comments>
		<pubDate>Wed, 12 May 2010 16:34:21 +0000</pubDate>
		<dc:creator>Pallav</dc:creator>
				<category><![CDATA[Remote Monitoring]]></category>
		<category><![CDATA[Free]]></category>
		<category><![CDATA[Health Information]]></category>
		<category><![CDATA[mHealth]]></category>
		<category><![CDATA[Public Health]]></category>

		<guid isPermaLink="false">http://www.multiplyd.com/?p=607</guid>
		<description><![CDATA[Lately everything I find interesting has something to do with mobile platform. &#8220;mHealth&#8221; is the buzzword for it. Seems like most of new patient-oriented healthcare IT ideas have been conceived on the premise that mobile phones plays a key role in health-related data input and/or visualization. Or it could be that I&#8217;m just biased and [...]]]></description>
			<content:encoded><![CDATA[<p><img class="alignleft size-medium wp-image-613" style="margin: 10px 15px;" title="ChildcountLogo" src="http://www.multiplyd.com/wp-content/uploads/2010/05/ChildcountLogo-300x65.png" alt="" width="162" height="35" />Lately everything I find interesting has something to do with mobile platform. &#8220;<a title=\"Nice wikipedia article about mHealth\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL2VuLndpa2lwZWRpYS5vcmcvd2lraS9NSGVhbHRo" target=\"_blank\">mHealth</a>&#8221; is the buzzword for it. Seems like most of new patient-oriented healthcare IT ideas have been conceived on the premise that mobile phones plays a key role in health-related data input and/or visualization. Or it could be that I&#8217;m just biased and need to look for news in other places <img src='http://www.multiplyd.com/wp-includes/images/smilies/icon_smile.gif' alt=':)' class='wp-smiley' /> </p>
<p>Child Count is an mHealth platform developed by the <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5taWxsZW5uaXVtdmlsbGFnZXMub3JnLw==" target=\"_blank\">Millennium Villages Project</a> aimed at empowering communities to improve child survival and maternal  health. It facilitates the activities of  field-based community health care workers in Africa.  Using any standard phone, these workers are able to use text messages to  register patients and report their health status to a central web  dashboard that provides a real-time view of the overall community health. This enables an automated system that helps reduce  gaps in treatment (sms-based rapid diagnosis, follow-up reminders etc.).</p>
<p>ChildCount is open-source. It&#8217;s built with <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5yYXBpZHNtcy5vcmcv" target=\"_blank\">RapidSMS</a>, <strong> </strong>a  framework that  manages data collection, complex workflows, and group coordination using  basic mobile phones. This short video does a good job of explaining the overall project and technology.<br />
<object classid="clsid:d27cdb6e-ae6d-11cf-96b8-444553540000" width="340" height="275" codebase="http://download.macromedia.com/pub/shockwave/cabs/flash/swflash.cab#version=6,0,40,0"><param name="allowFullScreen" value="true" /><param name="allowscriptaccess" value="always" /><param name="src" value="http://www.youtube.com/v/jE8HAVdoIOA&amp;hl=en_US&amp;fs=1&amp;rel=0&amp;color1=0x5d1719&amp;color2=0xcd311b&amp;border=0" /><param name="allowfullscreen" value="true" /><embed type="application/x-shockwave-flash" width="340" height="275" src="http://www.youtube.com/v/jE8HAVdoIOA&amp;hl=en_US&amp;fs=1&amp;rel=0&amp;color1=0x5d1719&amp;color2=0xcd311b&amp;border=0" allowscriptaccess="always" allowfullscreen="true"></embed></object></p>
<p>Public Health interventions are often based on simple logic, but have far-reaching effects. Screening regularly for malnutrition, malaria, diarrhea, etc. requires relatively simple documentation and measurements- making it perfect for sms-based communication. Even keeping a simple registry of births, deaths, immunization status enables local health teams and organizations optimize their efforts. Care delivery organizations in developed countries should also think about integrating the mobile platform into their services- its a great way to interact and keep in touch with patients. Medication adherence is a good example. <a title=\"National Council on Patient Information and Education\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy50YWxrYWJvdXRyeC5vcmcv" target=\"_blank\">NCPIE</a>&#8216;s <a title=\"PDF report on Med Ahdherence\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy50YWxrYWJvdXRyeC5vcmcvZG9jdW1lbnRzL2VuaGFuY2luZ19wcmVzY3JpcHRpb25fbWVkaWNpbmVfYWRoZXJlbmNlLnBkZg==" target=\"_blank\">2007 report</a> states that poor medication adherence is almost a crisis, costing $177B annually. Almost any population care management topic (outreach, screening, compliance, etc) would be a good use case.</p>
<p>Child Count is in good company -there are many interesting mHealth applications out there that deserve mention. The <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL2VuLndpa2lwZWRpYS5vcmcvd2lraS9NaGVhbHRoI0FwcGxpY2F0aW9uc19pbl90aGVfbUhlYWx0aF9GaWVsZA==" target=\"_blank\">mHealth wikipedia page </a>has a good running list of some applications. I&#8217;ll continue to post about what I discover and like.</p>
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<li class="page_item page-item-57"><a title=\"Malawi – Nutritional Surveillance\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5yYXBpZHNtcy5vcmcvY2FzZS1zdHVkaWVzL21hbGF3aS1udXRyaXRpb25hbC1zdXJ2aWVsbGVuY2Uv">Malawi – Nutritional  Surveillance</a></li>
<li class="page_item page-item-103"><a title=\"Ethiopia – Supply Chain Mngt\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5yYXBpZHNtcy5vcmcvY2FzZS1zdHVkaWVzL3N1cHBseS1jaGFpbi1tYW5hZ2VtZW50LWR1cmluZy1mb29kLWNyaXNlcy8=">Ethiopia – Supply Chain Mngt</a></li>
<li class="page_item page-item-134"><a title=\"Nigeria – Monitoring Supplies\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5yYXBpZHNtcy5vcmcvY2FzZS1zdHVkaWVzL25pZ2VyaWEtbW9uaXRvcmluZy1zdXBwbGllcy1pbi1hLWNhbXBhaWduLXNldHRpbmcv">Nigeria – Monitoring Supplies</a></li>
</ul>
</li>
<li class="page_item page-item-468"><a title=\"Code\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5yYXBpZHNtcy5vcmcvY29kZS8=">Code</a>
<ul>
<li class="page_item page-item-475"><a title=\"Contribute\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5yYXBpZHNtcy5vcmcvY29kZS9jb250cmlidXRlLw==">Contribute</a></li>
<li class="page_item page-item-478"><a title=\"Download\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5yYXBpZHNtcy5vcmcvY29kZS9kb3dubG9hZC8=">Download</a></li>
<li class="page_item page-item-480"><a title=\"Reference\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5yYXBpZHNtcy5vcmcvY29kZS9yZWZlcmVuY2Uv">Reference</a>
<ul>
<li class="page_item page-item-484"><a title=\"Documentation\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5yYXBpZHNtcy5vcmcvY29kZS9yZWZlcmVuY2UvZG9jdW1lbnRhdGlvbi8=">Documentation</a></li>
<li class="page_item  page-item-486"><a title=\"Guides / Tutorials\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5yYXBpZHNtcy5vcmcvY29kZS9yZWZlcmVuY2UvZ3VpZGVzLw==">Guides / Tutorials</a></li>
</ul>
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<li class="page_item page-item-368"><a title=\"Community\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5yYXBpZHNtcy5vcmcvZWNvc3lzdGVtLw==">Community</a>
<ul>
<li class="page_item page-item-768"><a title=\"Community Forum\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5yYXBpZHNtcy5vcmcvZWNvc3lzdGVtL2ZvcnVtLw==">Community  Forum</a></li>
<li class="page_item page-item-939"><a title=\"FAQ\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5yYXBpZHNtcy5vcmcvZWNvc3lzdGVtL2ZhcS8=">FAQ</a></li>
<li class="page_item page-item-48"><a title=\"Technical  Support\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5yYXBpZHNtcy5vcmcvZWNvc3lzdGVtL3N1cHBvcnQv">Technical Support</a></li>
<li class="page_item page-item-947"><a title=\"Glossary of Key Terms\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5yYXBpZHNtcy5vcmcvZWNvc3lzdGVtL2dsb3NzYXJ5LW9mLWtleS10ZXJtcy8=">Glossary of Key Terms</a></li>
<li class="page_item page-item-959"><a title=\"Implementers\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5yYXBpZHNtcy5vcmcvZWNvc3lzdGVtL2ltcGxlbWVudGVycy8=">Implementers</a></li>
</ul>
</li>
</ul>
</div>
</div>
<p><!-- /sub_nav --></p>
<h2 class="title">Overview</h2>
<p><strong>RapidSMS</strong> is a SMS-based (text message)  framework that manages data collection, complex workflows, and group  coordination using basic mobile phones — and can present information on  the internet as soon as it is received.  So far RapidSMS has been  customized and deployed with diverse functionality: remote health  diagnostics, nutrition surveillance, supply chain tracking, registering  children in public health campaigns, and community discussion.</p>
</div>
 <img src="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?view=1&post_id=607" width="1" height="1" style="display: none;" />]]></content:encoded>
			<wfw:commentRss>http://www.multiplyd.com/child-count/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
	<georss:point>-0.0235590 37.9061928</georss:point>	</item>
		<item>
		<title>Text4Baby</title>
		<link>http://www.multiplyd.com/text4baby/</link>
		<comments>http://www.multiplyd.com/text4baby/#comments</comments>
		<pubDate>Mon, 29 Mar 2010 18:24:12 +0000</pubDate>
		<dc:creator>Pallav</dc:creator>
				<category><![CDATA[Health Tools]]></category>
		<category><![CDATA[Free]]></category>
		<category><![CDATA[Mobile Apps]]></category>
		<category><![CDATA[Personal Health]]></category>
		<category><![CDATA[Public Health]]></category>

		<guid isPermaLink="false">http://www.multiplyd.com/?p=563</guid>
		<description><![CDATA[Text4baby is  a service that delivers periodic text messages to expecting mothers reminding them of basic healthcare needs. It&#8217;s a free mobile information service designed to promote healthy pregnancy, and given that US that the second worst IMR of all developed countries, it makes sense. Women who sign up for the service by texting BABY [...]]]></description>
			<content:encoded><![CDATA[<p><img class="alignleft size-full wp-image-564" style="margin: 10px 15px;" title="Text4BabyLogo" src="http://www.multiplyd.com/wp-content/uploads/2010/03/Text4BabyLogo.png" alt="" width="56" height="54" /><a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy50ZXh0NGJhYnkub3Jn" target=\"_blank\">Text4baby</a> is  a service that delivers periodic text messages to expecting mothers reminding them of basic healthcare needs. It&#8217;s a free mobile information service designed to promote healthy pregnancy, and given that US that the <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5jbm4uY29tLzIwMDYvSEVBTFRIL3BhcmVudGluZy8wNS8wOC9tb3RoZXJzLmluZGV4Lw==" target=\"_blank\">second worst</a> <a title=\"Infant Mortality Rate\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL2VuLndpa2lwZWRpYS5vcmcvd2lraS9JbmZhbnRfbW9ydGFsaXR5X3JhdGU=" target=\"_blank\">IMR </a>of all developed countries, it makes sense. Women who sign up for the service by texting BABY to 511411 will receive free (i.e. not charged to the receiver&#8217;s account) SMS text messages each week, timed to their due date or baby’s date of birth.</p>
<p>It&#8217;s a public private partnership that provides this educational program. The list  is impressive: <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL2N0aWEub3JnLw==" target=\"_blank\">CTIA</a>,  <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5obWhiLm9yZy8=" target=\"_blank\">HMHB</a>, <a class=\"zem_slink\" title=\"Johnson &amp; Johnson\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5qbmouY29tLw==" rel=\"homepage\">Johnson &amp; Johnson</a>, <a class=\"zem_slink\" title=\"WellPoint\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy53ZWxscG9pbnQuY29tLw==" rel=\"homepage\">WellPoint</a>, Pfizer and <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5jYXJlZmlyc3QuY29tL21haW4vaHRtbC9Ib21lUGFnZS5odG1s" target=\"_blank\">CareFirst</a> BCBS, <a title=\"BabyCenter\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL2JhYnljZW50ZXIuY29t" rel=\"homepage\" target=\"_blank\">BabyCenter</a>, <a class=\"zem_slink\" title=\"George Washington University\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5nd3UuZWR1Lw==" rel=\"homepage\">George Washington University</a> and MTV Networks among others. U.S. government partners include the <a class=\"zem_slink\" title=\"Office of Science and Technology Policy\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5vc3RwLmdvdg==" rel=\"homepage\">White House Office of Science and Technology Policy</a>, the <a class=\"zem_slink\" title=\"United States Department of Health and Human Services\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5oaHMuZ292Lw==" rel=\"homepage\">Department of Health and Human Services</a> and the <span class="zem_slink">Department of Defense</span> <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5oZWFsdGgubWlsLw==" target=\"_blank\">Military Health System</a>. The mobile health platform is provided by <a title=\"Voxiva\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5tdWx0aXBseWQuY29tL3ZveGl2YS8=" target=\"_blank\">Voxiva</a> and fifteen U.S. carriers have agreed to carry the program’s text messages at no cost for two full years.</p>
<p><a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5jdGlhLm9yZy9tZWRpYS9pbmR1c3RyeV9pbmZvL2luZGV4LmNmbS9BSUQvMTAzMjM=" target=\"_blank\">91% </a>of US residents have a cellphone, compared to <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5pbnRlcm5ldHdvcmxkc3RhdHMuY29tL2RzbC5odG0=" target=\"_blank\">22%</a> that have internet connectivity. Educating pregnant women and new moms with information they need to take care of own and baby&#8217;s health is a powerful preventive measure. So there is reach and utility in this idea, no doubt.</p>
<p><span style="text-decoration: underline;">Note</span>: Found interesting background about <a title=\"Voxiva\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5tdWx0aXBseWQuY29tL3ZveGl2YS8=" target=\"_blank\">Voxiva</a>. They started in 1999 with the idea that mobile phones were going to play an important part in health going forward. They now have a technology platform and provide mobile health solutions in about 14 countries (mostly developing countries like India, Mexico, Rwanda, Peru). They market and sell to public health agencies and government providers usually, but are moving into pharma and provider networks now. An insightful interview with their founder <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL2hpc3RhbGsyLmNvbS8yMDA5LzExLzExL2hpc3RhbGstaW50ZXJ2aWV3cy1wYXVsLW1leWVyLw==" target=\"_blank\">here</a>.</p>
<div class="zemanta-pixie" style="margin-top: 10px; height: 15px;"><a class=\"zemanta-pixie-a\" title=\"Reblog this post [with Zemanta]\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3JlYmxvZy56ZW1hbnRhLmNvbS96ZW1pZmllZC8wZTQyY2YzYy00MTZhLTQ1YjQtYjZjMC0xZDQ4NmE5N2M3Mzcv"><img class="zemanta-pixie-img" style="float: right;" src="http://img.zemanta.com/reblog_c.png?x-id=0e42cf3c-416a-45b4-b6c0-1d486a97c737" alt="Reblog this post [with Zemanta]" /></a></div>
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			<wfw:commentRss>http://www.multiplyd.com/text4baby/feed/</wfw:commentRss>
		<slash:comments>1</slash:comments>
		</item>
		<item>
		<title>Archimedes Model</title>
		<link>http://www.multiplyd.com/archimedes-model/</link>
		<comments>http://www.multiplyd.com/archimedes-model/#comments</comments>
		<pubDate>Fri, 07 Aug 2009 16:36:55 +0000</pubDate>
		<dc:creator>Pallav</dc:creator>
				<category><![CDATA[Decision Support]]></category>
		<category><![CDATA[Analytics]]></category>
		<category><![CDATA[Data Mining]]></category>
		<category><![CDATA[Evidence Based Medicine]]></category>
		<category><![CDATA[Public Health]]></category>
		<category><![CDATA[Semantic Technology]]></category>

		<guid isPermaLink="false">http://www.multiplyd.com/?p=390</guid>
		<description><![CDATA[David M. Eddy, MD, PhD is a legend when it comes to Evidence-Based Medicine. He coined the term in 1980s, actually. Being exceptionally skilled in mathematics, it was perhaps natural for him to apply it to medicine. The result is Archimedes Model- a mathematical simulation of the human physiology and how it interacts with healthcare [...]]]></description>
			<content:encoded><![CDATA[<p><img class="size-full wp-image-391 alignleft" style="margin-left: 15px; margin-right: 15px;" title="ArchimedesLogo" src="http://www.multiplyd.com/wp-content/uploads/2009/08/ArchimedesLogo.gif" alt="ArchimedesLogo" width="210" height="39" /><a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5kYXZpZG1lZGR5LmNvbS9pbmRleC5odG1s" target=\"_blank\">David M. Eddy</a>, MD, PhD is a legend when it comes to <a class=\"zem_slink\" title=\"Evidence-based medicine\" rel=\"wikipedia\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL2VuLndpa2lwZWRpYS5vcmcvd2lraS9FdmlkZW5jZS1iYXNlZF9tZWRpY2luZQ==">Evidence-Based Medicine</a>. He coined the term in 1980s, actually. Being exceptionally skilled in mathematics, it was perhaps natural for him to apply it to medicine. The result is <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5hcmNoaW1lZGVzbW9kZWwuY29t" target=\"_blank\">Archimedes Model</a>- a mathematical simulation of the human physiology and how it interacts with healthcare interventions.</p>
<p>At the heart of the model are a set of ordinary and differential equations that represent the physiological pathways relevant to diseases and their complications. The &#8216;variables&#8217; in this model include signs, symptoms, patient behaviors (including adherence), provider behaviors, provider performance, encounters (e.g.  ER visits, office visits, admissions), protocols, guidelines, tests, treatments, etc. Basically, it tries to incorporate all aspects of diseases and healthcare system that are needed to analyze downstream clinical outcomes, utilization and costs.</p>
<p>A more loaded one-line description of Archimedes (taken from his <a title=\"Pubmed Link to the Paper\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5uY2JpLm5sbS5uaWguZ292L3B1Ym1lZC8xMjQxNTcyNQ==" target=\"_blank\">original paper</a> in 2002): &#8220;It&#8217;s an object-oriented, continuous-time, full simulation model for addressing a wide range of clinical, procedural, administrative, and financial decisions in health care at a high level of biological, clinical, and administrative detail.&#8221; Phew. I&#8217;ll confess that I don&#8217;t know what <em>exactly</em> is under the hood. But I know enough about the informatics field to believe that this approach is viable and very exciting.</p>
<p><a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy55b3V0dWJlLmNvbS93YXRjaD92PV9Zb0psT0RDck9B" target=\"_blank\">This</a> YouTube video explains how the model can be used to run virtual clinical trials. Kasier has already backed the findings of Archimedes to change their diabetes care delivery.  I think there are fantastic, unlimited opportunities for applying such a fundamental model to medicine- personalized health predictions, public health, health policy, cost-effectiveness and what not.  As a startup, they are doing fine. With an <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL2FyY2hpbWVkZXNtb2RlbC5jb20vYXJjaGltZWRlcy1jbGllbnRzLmh0bWw=" target=\"_blank\">impressive list </a>of partners/clients, and a $15.6M <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5yd2pmLm9yZy9hYm91dC8=" target=\"_blank\">RJWF</a> grant (2007), they have a good runway and momentum. They have all the right ingredients to be a change agent for next-generation Healthcare IT.</p>
<p><em>Jan 2011 Update</em>: The FDA and Archimedes entered into a <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5hcmNoaW1lZGVzbW9kZWwuY29tL2ZkYS1wci0yMC1qYW4tMjAxMS5odG1s" target=\"_blank\">research agreement</a> to understand the benefits of weight loss  compared to the long-term risks of cardiovascular outcomes in patients  treated with weight loss drugs.<br />
<a class=\"zemanta-pixie-a\" title=\"Reblog this post [with Zemanta]\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3JlYmxvZy56ZW1hbnRhLmNvbS96ZW1pZmllZC9hZjhlZjFmMS1mYWNlLTQxMmYtYTkwZC0xNzFkNjVjYjIzNGIv"><img class="zemanta-pixie-img" style="border: medium none; float: right;" src="http://img.zemanta.com/reblog_c.png?x-id=af8ef1f1-face-412f-a90d-171d65cb234b" alt="Reblog this post [with Zemanta]" /></a><span class="zem-script more-related pretty-attribution"><script src="http://static.zemanta.com/readside/loader.js" type="text/javascript"></script></span></p>
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		<slash:comments>0</slash:comments>
	<georss:point>37.7910347 -122.3947678</georss:point>	</item>
		<item>
		<title>Qwitter</title>
		<link>http://www.multiplyd.com/qwitter/</link>
		<comments>http://www.multiplyd.com/qwitter/#comments</comments>
		<pubDate>Wed, 22 Apr 2009 19:51:55 +0000</pubDate>
		<dc:creator>Pallav</dc:creator>
				<category><![CDATA[Health Tools]]></category>
		<category><![CDATA[Personal Health]]></category>
		<category><![CDATA[Public Health]]></category>
		<category><![CDATA[Social Networking]]></category>

		<guid isPermaLink="false">http://www.multiplyd.com/?p=309</guid>
		<description><![CDATA[Healthcare applications of Twitter keep surfacing everyday. Qwitter (not to be confused with another application by the same name that tracks people who stop following you on twitter) is a smoking-cessation tool built by the Florida Department of Health under a 2008 campaign called &#8216;Tobacco Free Florida&#8217;. It works like this- you tweet the number [...]]]></description>
			<content:encoded><![CDATA[<p><img class="alignleft size-full wp-image-310" style="margin-left: 10px; margin-right: 10px;" title="qwitterlogo" src="http://www.multiplyd.com/wp-content/uploads/2009/04/qwitterlogo.gif" alt="qwitterlogo" width="125" height="43" />Healthcare applications of Twitter keep surfacing everyday. <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3F3aXR0ZXIudG9iYWNjb2ZyZWVmbG9yaWRhLmNvbS8=" target=\"_blank\">Qwitter</a> (not to be confused with <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3VzZXF3aXR0ZXIuY29tLw==" target=\"_blank\">another application</a> by the same name that tracks people who stop following you on twitter) is a smoking-cessation tool built by the Florida Department of Health under a 2008 campaign called &#8216;Tobacco Free Florida&#8217;. It works like this- you tweet the number of cigarettes you smoked to @iquit &lt;number&gt; and Qwitter collects that into a progress &#8216;graph&#8217;. If your tweet is not a number, it adds it to your &#8216;journal&#8217;. So it becomes an ongoing dashboard of sort- with which you can monitor your progress and share it with others (that follow you) to get their supporting tweets back. People may scoff at this idea for being too niche or too small.. but I say &#8220;why not?&#8221;  Its putting social media to good use for smokers. Every little bit helps.</p>
 <img src="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?view=1&post_id=309" width="1" height="1" style="display: none;" />]]></content:encoded>
			<wfw:commentRss>http://www.multiplyd.com/qwitter/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Flutrends</title>
		<link>http://www.multiplyd.com/flutrends/</link>
		<comments>http://www.multiplyd.com/flutrends/#comments</comments>
		<pubDate>Sun, 22 Feb 2009 02:43:50 +0000</pubDate>
		<dc:creator>Pallav</dc:creator>
				<category><![CDATA[Data Analysis]]></category>
		<category><![CDATA[Decision Support]]></category>
		<category><![CDATA[Health Tools]]></category>
		<category><![CDATA[ZPostWithImages]]></category>
		<category><![CDATA[Analytics]]></category>
		<category><![CDATA[Data Mining]]></category>
		<category><![CDATA[Health Information]]></category>
		<category><![CDATA[Public Health]]></category>

		<guid isPermaLink="false">http://www.multiplyd.com/?p=194</guid>
		<description><![CDATA[Google.org&#8217;s flutrend is an attempt to model flu activity across US based on the search terms that Google.com users enter around flu symptoms, treatment etc. The underlying premise is that there is a relationship between how many people search for flu-related topics and how many people have flu symptoms. Think of it as a virtual [...]]]></description>
			<content:encoded><![CDATA[<p style="text-align: left;"><img class="alignleft" title="GoogleOrgLogo" src="http://www.google.org/images/logo_tiny.gif" alt="" width="112" height="33" /><a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5nb29nbGUub3JnL2ZsdXRyZW5kcy8=" target=\"_blank\">Google.org&#8217;s flutrend</a> is an attempt to model flu activity across US based on the search terms that Google.com users enter around flu symptoms, treatment etc. The underlying premise is that there is a relationship between how many people search for flu-related topics and how many people have flu symptoms. Think of it as a virtual public health surveillance proxy. If you are not convinced that this is a brilliant idea, take a look at how their analysis relates to CDC reporting.</p>
<p style="text-align: center;"><img class="alignnone" title="Flutrends-CDC-Comparison" src="http://www.google.org/images/flutrends/annual_cdc_comparison.png" alt="" width="563" height="184" /></p>
<p style="text-align: left;">In case you didn&#8217;t know, Google.org is the philanthropic arm of Google, and it was formed with the <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5nb29nbGUub3JnL2Fib3V0Lmh0bWw=" target=\"_blank\">commitment</a> of 1% of Google.com&#8217;s profits to address some of world&#8217;s most urgent problems (read the famous <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL2ludmVzdG9yLmdvb2dsZS5jb20vaXBvX2xldHRlci5odG1s" target=\"_blank\">2004 IPO letter</a> by Larry and Sergey where they mention it). The site humbly admits that the Flutrends system is experimental. Nevertheless, it&#8217;s impressive that in some instances Flutrends was actually predicting flu before CDC.</p>
<p style="text-align: center;"><img class="size-full wp-image-195 alignnone" title="flutrends2" src="http://www.multiplyd.com/wp-content/uploads/2009/02/flutrends2.jpg" alt="flutrends2" width="560" height="189" /></p>
<p style="text-align: left;">Of course, not all people who search for flu have flu necessarily, but the power of this analysis comes from the coverage and promptness, not the granular accuracy. The basic idea of harnessing the collective thought (a.k.a. search needs) of the population to predict/monitor health events is fantastic. And this is just the beginning, <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5hbnN3ZXJzLmNvbS9pbWhv" target=\"_blank\">IMHO</a>. When a population is connected real-time and discussing what they think/want/need, abstracting that information can yield powerful insights- not just for prediction and monitoring, but for most aspects of healthcare (diagnosis, prognosis, news, followup etc).</p>
<p style="text-align: left;">The concept is applicable to domains outside of healthcare too. Take twitter for example. <a title=\"Twitter\" rel=\"homepage\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3R3aXR0ZXIuY29t" target=\"_blank\">Twitter</a> is another platform with mass adoption where people are having real-time conversations about what they are thinking/doing. Just look at what intelligent twitter mashups did for getting real-time snow report of the <a title=\"Techcrunch Story about the UK Storm &amp; Twitter\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3VrLnRlY2hjcnVuY2guY29tLzIwMDkvMDIvMDIvYXMtc25vdy1oaXRzLXRoZS11ay10aGUtdHdpdHRlci1tYXNodXBzLXN0b3JtLWluLw==" target=\"_blank\">Feb&#8217;09 storm in UK</a> or the <a title=\"Kentucky.com's Story on the NH Storm\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5rZW50dWNreS5jb20vNzg3L3N0b3J5LzY3NDg4NS5odG1s" target=\"_blank\">Dec&#8217;08 Ice Storm in New Hampshire</a>. There are health related examples too- <a title=\"US News Story on the recall\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy51c25ld3MuY29tL2Jsb2dzL29uLXBhcmVudGluZy8yMDA5LzIvNi9zYWxtb25lbGxhLXBlYW51dC1idXR0ZXItcmVjYWxscy1zcHJlYWQtb24tdHdpdHRlci1mYWNlYm9vay5odG1s" target=\"_self\">the feb&#8217;09 salmonella-in-peanut-butter recall</a> could be tracked promptly on a Twitter feed (btw, <a href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL3d3dy5zbGlkZXNoYXJlLm5ldC91bWhlYWx0aHNjaWVuY2VzbGlicmFyaWVzL3R3aXR0ZXItZm9yLWhlYWx0aC1hbmQtaGVhbHRoY2FyZQ==" target=\"_blank\">this slideshare presentation</a> by PF Anderson at the University of Michigan explains &#8216;Twitter for Health&#8217; in detail. Thanks to <a title=\"Christine's Blog Post about it\" href="http://www.multiplyd.com/wp-content/plugins/wordpress-feed-statistics/feed-statistics.php?url=aHR0cDovL2dsb2JhbGhlYWx0aHJlcG9ydC5ibG9nc3BvdC5jb20vMjAwOC8xMi90d2l0dGVyLWFuZC1nbG9iYWwtaGVhbHRoLmh0bWw=">Christine Gorman</a> for the link).</p>
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