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	<title>Corona Insights &#187; Quantitative Research</title>
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		<title>How many people actually cut the cords?</title>
		<link>http://coronainsights.com/2012/01/how-many-people-actually-cut-the-cords/</link>
		<comments>http://coronainsights.com/2012/01/how-many-people-actually-cut-the-cords/#comments</comments>
		<pubDate>Fri, 06 Jan 2012 22:09:59 +0000</pubDate>
		<dc:creator>David Kennedy</dc:creator>
				<category><![CDATA[Market Research]]></category>
		<category><![CDATA[Quantitative Research]]></category>
		<category><![CDATA[Surveying Surveys]]></category>
		<category><![CDATA[Trends and News]]></category>

		<guid isPermaLink="false">http://coronainsights.com/?p=3363</guid>
		<description><![CDATA[Reconciling survey data with the real world. A recent survey from Deloitte found that one in five U.S. residents say they have either cut the cord (i.e., cancelled cable or satellite service) or are thinking about doing it. Nine percent of survey respondents indicated they have recently &#8220;cut the cord&#8221; while another eleven percent are [...]]]></description>
			<content:encoded><![CDATA[<h4><em>Reconciling survey data with the real world.</em></h4>
<p>A recent survey from <a href="http://www.deloitte.com/view/en_US/us/Industries/media-entertainment/media-democracy-survey-sixth/index.htm?id=us_furl_tmt_somd_010312" target="_blank">Deloitte</a> found that one in five U.S. residents say they have either cut the cord (i.e., cancelled cable or satellite service) or are thinking about doing it. Nine percent of survey respondents indicated they have recently &#8220;cut the cord&#8221; while another eleven percent are thinking about it. Cord cutters are turning to services like Netflix, Hulu, and Amazon Prime, to name a few.</p>
<p style="text-align: center;"><a href="http://allthingsd.com/20120105/where-did-nine-million-cable-subscribers-go/"><img class="aligncenter" title="Cord Cutters" src="http://allthingsd.com/files/2012/01/deloitte-cord-cutters.png" alt="" width="630" height="132" /></a></p>
<p>Interesting and a considerable percentage, but probably not true.</p>
<p>The problem?  The TV industry reported flat subscriptions last year.  As this <a href="http://allthingsd.com/20120105/where-did-nine-million-cable-subscribers-go/" target="_blank">article</a> notes, even with a large margin of error, the numbers don&#8217;t work.</p>
<p>What happened?  Assuming the TV industry is not misleading their subscribers (a 10% drop would be hard to hide in earnings reports) or there isn&#8217;t a flood of new subscribers hiding the cutters (though the <a href="http://www.hollywoodreporter.com/news/analyst-pay-tv-industry-lose-266589" target="_blank">article</a> seems to discount that, too), the one culprit is likely poor sampling.</p>
<p>The survey was administered online, and while more and more Americans are online, biases are still likely.  While they didn&#8217;t reveal how they sampled respondents online, my initial guess is that they skewed towards early adopters and people with faster, more consistent access to the internet.  The exact population you would expect to be shunning cable in favor of online options.</p>
<p>If you&#8217;re not really surveying a representative sample of the population you&#8217;re interested in, then you&#8217;re not really surveying them.</p>
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		<title>Asking questions of value</title>
		<link>http://coronainsights.com/2011/05/asking-questions-of-value/</link>
		<comments>http://coronainsights.com/2011/05/asking-questions-of-value/#comments</comments>
		<pubDate>Tue, 03 May 2011 23:32:30 +0000</pubDate>
		<dc:creator>Todd Stoltenberg</dc:creator>
				<category><![CDATA[Quantitative Research]]></category>

		<guid isPermaLink="false">http://coronainsights.com/?p=2921</guid>
		<description><![CDATA[You know the surveys on the back of fast food receipts?  I called in to complete one the other day and thought I’d share my experience. It first asked the six digit store number and then had me verify it was correct.  This was followed by a question if I used the drive-thru or dined [...]]]></description>
			<content:encoded><![CDATA[<p>You know the surveys on the back of fast food receipts?  I called in to complete one the other day and thought I’d share my experience.</p>
<p>It first asked the six digit store number and then had me verify it was correct.  This was followed by a question if I used the drive-thru or dined in.  Next, I was asked how many days ago I visited the restaurant, what time I placed my order, and if it was AM or PM.  After keying in this background information and confirming it was all correct, I got to the one and only experience-related question: “Would you recommend this restaurant based on your most recent experience?”  Yes, it’s essentially <a href="http://www.amazon.com/Ultimate-Question-Driving-Profits-Growth/dp/1591397839/ref=sr_1_1?s=books&amp;ie=UTF8&amp;qid=1303333173&amp;sr=1-1" target="_blank">The Ultimate Question</a>, but was that one question enough? Even if the results were cross-tabbed with the previous questions?</p>
<p>To be fair, I was given the option to leave a voicemail for management or staff at the end, but I still had to wonder if the company really maximized my call.  (I presume the register already tracked I was at the store that day, and drove-thru at 5:43 PM).  All in all, I’d say I spent about two minutes giving the store information it already had (or should have had), and about ten seconds about my experience.</p>
<p>While I appreciate a quick survey as much as the next guy, if a person is ready, willing, and able to complete a survey for you, stay mindful of the simple things like making every second count and asking questions that provide real value.</p>
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		<title>Neuromarketing is catching on &#8211; but is it ready for prime time?</title>
		<link>http://coronainsights.com/2011/04/neuromarketing/</link>
		<comments>http://coronainsights.com/2011/04/neuromarketing/#comments</comments>
		<pubDate>Mon, 11 Apr 2011 20:11:02 +0000</pubDate>
		<dc:creator>David Kennedy</dc:creator>
				<category><![CDATA[Market Research]]></category>
		<category><![CDATA[Qualitative Research]]></category>
		<category><![CDATA[Quantitative Research]]></category>
		<category><![CDATA[Trends and News]]></category>

		<guid isPermaLink="false">http://coronainsights.com/?p=2860</guid>
		<description><![CDATA[Neuroscience in market research is growing, and while it is still an uncommon methodology for most, it is moving into the realm of standard methodologies. The premise is simple enough &#8211; people don&#8217;t always reveal what&#8217;s driving their decision making, and more importantly, people don&#8217;t always even know what is driving their decisions.  Since people [...]]]></description>
			<content:encoded><![CDATA[<p>Neuroscience in market research is growing, and while it is still an uncommon methodology for most, it is moving into the realm of standard methodologies.</p>
<p>The premise is simple enough &#8211; people don&#8217;t always reveal what&#8217;s driving their decision making, and more importantly, people don&#8217;t always even know what is driving their decisions.  Since people either don&#8217;t want to or simply can&#8217;t communicate what&#8217;s driving their actions, we need to look and see what their brain is saying.</p>
<p>Recently, several us read <a href="http://www.amazon.com/Buyology-Truth-Lies-About-Why/dp/0385523882" target="_blank">Buyology</a> as part of our firm&#8217;s book club.  After reading this book, it is easy to get excited about the technology and benefits it could provide (especially when presented in an oversimplified manner).</p>
<p>The technology does hold promise; however, it isn&#8217;t yet the magic bullet in market research.  The <a href="http://www.clickz.com/clickz/news/2037138/arf-project-study-neuromarketing-vendors" target="_blank">ARF&#8217;s NeuroStandards Collaboration Project</a> is working to shed light on what is and what isn&#8217;t working in the field.  As the article reports, these technologies are raising as many questions as they&#8217;re answering.  The biggest challenge?  Figuring out what it is actually measuring and being able to pinpoint what is causing the reaction.</p>
<p>Neuroscience is quickly earning a place in the researcher&#8217;s toolbox, but no research tool is without its faults.  We must understand the limitations of our methods for us to get the most out of them.</p>
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		<title>Seeing data is far better than reading data</title>
		<link>http://coronainsights.com/2011/04/seeing-data-is-far-better-than-reading-data/</link>
		<comments>http://coronainsights.com/2011/04/seeing-data-is-far-better-than-reading-data/#comments</comments>
		<pubDate>Thu, 07 Apr 2011 18:17:45 +0000</pubDate>
		<dc:creator>David Kennedy</dc:creator>
				<category><![CDATA[Market Research]]></category>
		<category><![CDATA[Quantitative Research]]></category>
		<category><![CDATA[Stuff We Like]]></category>
		<category><![CDATA[Trends and News]]></category>

		<guid isPermaLink="false">http://coronainsights.com/?p=2881</guid>
		<description><![CDATA[We all absorb information differently &#8211; some of us can look at graphs or tables, some prefer more pictorial visuals like infographics, and some even can read binary. While infographics are often creative masterpieces, the real power of infographics of course is to convey the impact of the data, not just the data itself.  I [...]]]></description>
			<content:encoded><![CDATA[<p>We all absorb information differently &#8211; some of us can look at graphs or tables, some prefer more pictorial visuals like infographics, and some even can read <a href="http://en.wikipedia.org/wiki/Binary_numeral_system" target="_blank">binary</a>.</p>
<p>While infographics are often creative masterpieces, the real power of infographics of course is to convey the impact of the data, not just the data itself.  I think too that there is a sense of discovery in a beautifully designed graphic &#8211; the more you look, the more you see and absorb.</p>
<p>So, how to get started?  Here are a few free websites that can create something other than a bar or pie chart:</p>
<ul>
<li><a href="http://www-958.ibm.com/software/data/cognos/manyeyes/" target="_blank">Many Eyes</a> From traditional graphs to geographical maps, treemaps, and several more options.</li>
<li><a href="http://www.gapminder.org/" target="_blank">GapMinder</a> While you can&#8217;t upload your own data, you can create animated graphics that show change over time based on world demographics.  (Here is an <a href="http://www.bit.ly/cVMWJ4" target="_blank">example</a>&#8230;be sure to click play)</li>
<li><a href="http://www.tableausoftware.com/" target="_blank">Tableau</a> A more complete solution (and in this case, not free, though there is a free trial) that allows more customization of your graphics.</li>
</ul>
<p>Of course, step 1 is to determine how your audience will best absorb the information and gauge the appropriateness of the medium.  As you get more advanced, consider hiring a professional designer to assist in creating truly unique visuals.</p>
<p>Need some inspiration to get started?  Check out the site <a href="http://www.informationisbeautiful.net/" target="_blank">Information is Beautiful</a> or one of <a href="http://www.amazon.com/Visual-Miscellaneum-Colorful-Worlds-Consequential/dp/0061748366/" target="_blank">David McCandless&#8217;s books</a>.  Or do a Google <a href="http://www.google.com/images?q=infographic" target="_blank">Image Search</a> for the term infographic.</p>
<p>What other means have you used to create interesting graphics?  Any exceptional infographics you&#8217;ve seen?  Please share in the comments.</p>
<p>(<em>If you recently attended the <a href="http://coloradoamacontentmarketing.com/" target="_blank">Content Marketing Conference</a> in Denver, Michael Pranikoff of PRNewswire also spoke to the importance of inforgraphics in crating compelling content.</em>)</p>
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		<title>It&#8217;s not what the numbers add up to, it&#8217;s what they mean</title>
		<link>http://coronainsights.com/2011/01/its-not-what-the-numbers-add-up-to-its-what-they-mean/</link>
		<comments>http://coronainsights.com/2011/01/its-not-what-the-numbers-add-up-to-its-what-they-mean/#comments</comments>
		<pubDate>Fri, 07 Jan 2011 16:28:00 +0000</pubDate>
		<dc:creator>David Kennedy</dc:creator>
				<category><![CDATA[Quantitative Research]]></category>
		<category><![CDATA[Stuff We Like]]></category>

		<guid isPermaLink="false">http://coronainsights.com/?p=2652</guid>
		<description><![CDATA[Remember to look beyond your own numbers to see the bigger story they tell. Happy Friday.]]></description>
			<content:encoded><![CDATA[<p><a href="http://www.someecards.com/2010/12/06/math-teacher-bottles-drinking-problem"><img class="aligncenter" src="http://static.someecards.com/someecards/images/feed_assets/4cfcfa4d5fd35.jpg" alt="" width="391" height="333" /></a></p>
<p>Remember to look beyond your own numbers to see the bigger story they tell.</p>
<p>Happy Friday.</p>
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		<title>External forces impacting research</title>
		<link>http://coronainsights.com/2010/08/external-forces-impacting-research/</link>
		<comments>http://coronainsights.com/2010/08/external-forces-impacting-research/#comments</comments>
		<pubDate>Mon, 30 Aug 2010 16:20:20 +0000</pubDate>
		<dc:creator>David Kennedy</dc:creator>
				<category><![CDATA[In Action]]></category>
		<category><![CDATA[Quantitative Research]]></category>
		<category><![CDATA[Surveying Surveys]]></category>
		<category><![CDATA[Trends and News]]></category>

		<guid isPermaLink="false">http://coronainsights.com/?p=2146</guid>
		<description><![CDATA[When you conduct a singular research study you&#8217;re measuring a snapshot of attitudes, awareness, and actions.  However, research doesn&#8217;t happen in a vacuum and it is important to remember how outside factors may be impacting your results (yes, control groups can help, but if the external force is great enough, it will be tough to [...]]]></description>
			<content:encoded><![CDATA[<p>When you conduct a singular research study you&#8217;re measuring a snapshot of attitudes, awareness, and actions.  However, research doesn&#8217;t happen in a vacuum and it is important to remember how outside factors may be impacting your results (yes, control groups can help, but if the external force is great enough, it will be tough to escape its impact).</p>
<p>Take for example a tracking study we did measuring recreation activities.  We saw a large drop in certain outdoor recreation between two studies &#8211; but the first one was conducted in spring and the other in winter.  If you measured the concern over the flu among the general public, the research during the time of the flu season would likely result in higher concern.</p>
<p>A recent example?  Toyota took a hard fall in <a href="http://www.jdpower.com/autos/articles/2010-Initial-Quality-Study-Results" target="_blank">J.D. Power and Associates&#8217; Initial Quality Study</a> this year.  While Toyota obviously has had a rough year, their ratings were likely hurt further by the timing of the survey which took place from February through May (The below graph shows <a href="http://google.com/trends" target="_blank">Google Trends</a> data on &#8220;<a href="http://google.com/trends?q=toyota+recall&amp;ctab=0&amp;geo=all&amp;date=ytd&amp;sort=0" target="_blank">Toyota Recall</a>&#8220;, point C,  which peaked immediately before the survey).</p>
<p style="text-align: center;"><a href="http://google.com/trends?q=toyota+recall&amp;ctab=0&amp;geo=all&amp;date=ytd&amp;sort=0"><img class="aligncenter size-full wp-image-2147" title="Toyota Recall Trends" src="http://coronainsights.com/wp-content/uploads/2010/08/Toyota-Recall-Trends.png" alt="Toyota Recall Trends" width="580" height="260" /></a></p>
<p>While the goal is often to measure the impact of these events, other times it is not ideal to measure the impact of a short-lived event and you at least should be aware of the possible impact.  What to keep an eye out for?  Three big ones are:</p>
<ul>
<li>Seasonal and weather (e.g blizzards, heat waves, etc.)</li>
<li>Political events</li>
<li>News stories (yes, a catch-all, but even a brief news story on a topic can change the opinions of respondents)*</li>
</ul>
<p>* You can use news monitoring services like <a href="http://www.google.com/alerts" target="_blank">Google Alerts</a> to keep an eye on developing stories.</p>
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		<title>Asking questions in a vacuum</title>
		<link>http://coronainsights.com/2010/05/asking-questions-in-a-vacuum/</link>
		<comments>http://coronainsights.com/2010/05/asking-questions-in-a-vacuum/#comments</comments>
		<pubDate>Tue, 04 May 2010 14:14:55 +0000</pubDate>
		<dc:creator>David Kennedy</dc:creator>
				<category><![CDATA[In Action]]></category>
		<category><![CDATA[Market Research]]></category>
		<category><![CDATA[Quantitative Research]]></category>
		<category><![CDATA[Surveying Surveys]]></category>

		<guid isPermaLink="false">http://coronainsights.com/?p=1891</guid>
		<description><![CDATA[Think polls make things a little too simple sometimes?  Ever wonder why reality didn&#8217;t measure up to expectations (that came from a poll or survey question)? The Economist summed it up nicely in an article from last week&#8217;s edition. When asked whether they supported a variety of issues, most people showed strong support.  However, when [...]]]></description>
			<content:encoded><![CDATA[<p>Think polls make things a little too simple sometimes?  Ever wonder why reality didn&#8217;t measure up to expectations (that came from a poll or survey question)?</p>
<p>The <a href="http://www.economist.com/" target="_blank">Economist</a> summed it up nicely in an <a href="http://www.economist.com/world/britain/displaystory.cfm?story_id=15964403" target="_blank">article</a> from last week&#8217;s edition.</p>
<p>When asked whether they supported a variety of issues, most people showed strong support.  However, when the downsides of those propositions were pointed out, support decreased significantly.  The strongest example was support for outfitting soldiers with the best equipment &#8211; 83% strongly supported.  When reminded that it would mean less spent on public services that they&#8217;d receive, support dropped to 46%.</p>
<p><img class="aligncenter" title="Economist Chart" src="http://media.economist.com/images/images-magazine/2010/17/br/201017brc369.gif" alt="" width="595" height="421" /></p>
<p>Interestingly, alcohol bucked the trend.  When asked if the government should try to limit people&#8217;s boozing by taxing alcohol more 32% strongly agreed.  When reminded that it would mean they&#8217;d personally pay more for alcohol, there was no statistical change.  Presumably, people understood this issue well enough from the start and knew it meant they&#8217;d pay more, and therefore that was already calculated into their first response.</p>
<p>Many, if not all, issues can be framed in terms of gains or losses for those concerned.  Asking a question that only addresses one side of the coin is considered a research bias.  Pundits and politicians may rely on biased questioning to sway support for their beliefs, but researchers shouldn&#8217;t.</p>
<p>In the end, be careful what you&#8217;re asking.  People don&#8217;t make decisions in  a vacuum and your research shouldn&#8217;t be conducted in one either.</p>
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		<title>Opt-in panels vs. probability samples</title>
		<link>http://coronainsights.com/2010/04/opt-in-panels-vs-probability-samples/</link>
		<comments>http://coronainsights.com/2010/04/opt-in-panels-vs-probability-samples/#comments</comments>
		<pubDate>Mon, 05 Apr 2010 15:13:59 +0000</pubDate>
		<dc:creator>Beth Mulligan</dc:creator>
				<category><![CDATA[Quantitative Research]]></category>
		<category><![CDATA[Surveying Surveys]]></category>
		<category><![CDATA[Trends and News]]></category>

		<guid isPermaLink="false">http://coronaresearch.com/blog/?p=637</guid>
		<description><![CDATA[At Corona Insights we never use opt-in panels for online survey research.  (Opt-in panels are those where the members have sought out the panel and signed up to take surveys, usually in order to earn cash or rewards.)  Many opt-in panels exist and they are widely used in some circles of market research (primarily because [...]]]></description>
			<content:encoded><![CDATA[<p>At Corona Insights we never use opt-in panels for online survey research.  (Opt-in panels are those where the members have sought out the panel and signed up to take surveys, usually in order to earn cash or rewards.)  Many opt-in panels exist and they are widely used in some circles of market research (primarily because of their low cost), however, we have felt that the selection bias that can exist in opt-in panels poses too much risk to research quality.  If the panel is made up of people who are in some ways systematically different than the population you need information about, the odds are good that you will get results from the panel that will mislead you about the population you are actually interested in.</p>
<p>So, we were very happy to see <a href="http://blogs.abcnews.com/thenumbers/2009/09/study-finds-trouble-for-internet-surveys.html">this article</a> on <a href="http://abcnews.go.com/">ABCnews.com</a> discussing the results of a recent study by Stanford University scientists (full report <a href="http://comm.stanford.edu/faculty/krosnick/Mode%2004.pdf">here</a>), showing that, in fact, opt-in panels produce results that are significantly less accurate than results from randomly- (i.e., probabilistically-) selected panels.  And perhaps even more important, weighting the results from the opt-in panel to match population demographics did not increase accuracy in the opt-in panel results.</p>
<p>In a sense, these results vindicate our commitment to using only proven, high-quality research methodologies, to ensure that our clients receive results they can trust &#8211; results they can rely on to make decisions.</p>
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		<title>2010: The Year of the Census</title>
		<link>http://coronainsights.com/2010/02/2010-the-year-of-the-census/</link>
		<comments>http://coronainsights.com/2010/02/2010-the-year-of-the-census/#comments</comments>
		<pubDate>Thu, 04 Feb 2010 15:57:32 +0000</pubDate>
		<dc:creator>David Kennedy</dc:creator>
				<category><![CDATA[Market Research]]></category>
		<category><![CDATA[Quantitative Research]]></category>
		<category><![CDATA[Trends and News]]></category>

		<guid isPermaLink="false">http://coronainsights.com/?p=1414</guid>
		<description><![CDATA[In China it may be the Year of the Tiger, but in the U.S. it is the year of the Census. It&#8217;s like an Olympics for marketers only it happens once every 10 years.  And its effects are far reaching &#8212; from government needs (distribution of congressional seats, federal funding, etc.) to consumer goods (where [...]]]></description>
			<content:encoded><![CDATA[<p>In China it may be the Year of the Tiger, but in the U.S. it is the year of the Census.</p>
<p><object classid="clsid:d27cdb6e-ae6d-11cf-96b8-444553540000" width="560" height="340" 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/KMGO6pgFnzg&amp;hl=en_US&amp;fs=1&amp;rel=0" /><param name="allowfullscreen" value="true" /><embed type="application/x-shockwave-flash" width="560" height="340" src="http://www.youtube.com/v/KMGO6pgFnzg&amp;hl=en_US&amp;fs=1&amp;rel=0" allowscriptaccess="always" allowfullscreen="true"></embed></object></p>
<p>It&#8217;s like an Olympics for marketers only it happens once every 10 years.  And its effects are far reaching &#8212; from government needs (distribution of congressional seats, federal funding, etc.) to consumer goods (where to open new stores, product mixes, etc.).</p>
<p>The Census will provide the data to confirm or refute large societal shifts and <a href="http://adage.com/article?article_id=139592" target="_blank">greater diversity</a> among neighborhoods and communities.  Better business decisions, better marketing, all with greater confidence, should follow.</p>
<p>So it should be no surprise given what rests on the outcomes that the Census is <a href="http://www.nytimes.com/2010/01/14/business/media/14adco.html?ref=technology" target="_self">spending significant time and money</a> getting the word out.  In fact, more than twice the money (more than $300 million on getting the word out) and in 11 more languages (28 total) than the 2000 Census.  New media (i.e., Facebook, Twitter, YouTube), traditional media (i.e., TV, radio, print), and even a traveling <a href="http://2010.census.gov/news/releases/road-tour/2010-census-road-tour-launch.html" target="_self">road show</a> will play a part.</p>
<p>Given the importance of the outcomes for our clients, we&#8217;ll certainly be keeping tabs on how things progress.</p>
<p><em>Above ad is part of the campaign to get the word out about the Census.  What do you think of it?  More at <a href="http://adweek.blogs.com/adfreak/2010/01/not-even-ed-begley-can-make-census-funny.html?utm_source=feedburner&amp;utm_medium=feed&amp;utm_campaign=Feed:+Adfreak+(adfreak)&amp;utm_content=Google+Reader" target="_self">AdFreak</a>.</em></p>
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		<title>Drawing conclusions from Amazon Kindle&#8217;s customer reviews</title>
		<link>http://coronainsights.com/2010/01/drawing-conclusions-from-amazon-kindles-customer-reviews/</link>
		<comments>http://coronainsights.com/2010/01/drawing-conclusions-from-amazon-kindles-customer-reviews/#comments</comments>
		<pubDate>Thu, 28 Jan 2010 16:03:53 +0000</pubDate>
		<dc:creator>David Kennedy</dc:creator>
				<category><![CDATA[Market Research]]></category>
		<category><![CDATA[Quantitative Research]]></category>

		<guid isPermaLink="false">http://coronainsights.com/?p=1432</guid>
		<description><![CDATA[While we haven&#8217;t always agreed with Seth Godin in the past, in this case we think he&#8217;s spot on. In a recent post, he comments on a misleading NY Times post on the Kindle&#8217;s declining satisfaction. In summary, he noted&#8230; People can provide reviews even without owning the device Only people who are passionate (positive [...]]]></description>
			<content:encoded><![CDATA[<p>While we haven&#8217;t always agreed with Seth Godin in the <a href="http://coronainsights.com/index.php/?p=310" target="_self">past</a>, in this case we think he&#8217;s spot on.</p>
<p>In a recent <a href="http://sethgodin.typepad.com/seths_blog/2009/12/learning-from-bad-graphs-and-weak-analysis.html" target="_self">post</a>, he comments on a  misleading <a href="http://bits.blogs.nytimes.com/2009/12/24/is-amazon-working-backwards/" target="_self">NY Times post</a> on the Kindle&#8217;s declining satisfaction.  In summary, he noted&#8230;</p>
<ul>
<li>People can provide reviews even without owning the device</li>
<li>Only people who are passionate (positive or negative) will take time to review (see a previous post from us on a similar topic <a href="http://coronainsights.com/index.php/?p=20" target="_self">here</a>)</li>
<li>Opinions will vary depending on the type of customer and the product life cycle stage</li>
</ul>
<p>While user feedback and comments are key in a user-based, participation web, it is hard, if not impossible, to draw meaningful statistics that can be projected onto all users from these comments (at best you can only say, &#8220;X% of PEOPLE WHO COMMENTED, said Y&#8221;).  And looking at the bigger picture through more insightful analysis (e.g. what are possible reasons behind the numbers?) should always be done to prevent the numbers from leading you astray.</p>
<p><em>For another interesting story on the Kindle, see this recent Mashable </em><a href="http://mashable.com/2009/12/26/kindle-ebook-sales/" target="_self"><em>post</em></a><em>.</em></p>
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