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		<title>Information Technology Investment in the US Information Services Industry</title>
		<link>https://www.kddanalytics.com/information-technology-investment-us-information-services-industry/</link>
		
		<dc:creator><![CDATA[KDD]]></dc:creator>
		<pubDate>Wed, 01 Feb 2017 21:03:48 +0000</pubDate>
				<category><![CDATA[Data]]></category>
		<category><![CDATA[Data Analysis]]></category>
		<category><![CDATA[Industry Analysis]]></category>
		<category><![CDATA[Tableau]]></category>
		<category><![CDATA[cloud]]></category>
		<category><![CDATA[industry]]></category>
		<category><![CDATA[information technology]]></category>
		<category><![CDATA[investment per worker]]></category>
		<category><![CDATA[NAICS]]></category>
		<category><![CDATA[SaaS]]></category>
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		<category><![CDATA[software]]></category>
		<category><![CDATA[storage equipment]]></category>
		<guid isPermaLink="false">http://www.kddanalytics.com/?p=662</guid>

					<description><![CDATA[<p>As we saw in an earlier article, the Information Services industry is the most &#8220;intensive&#8221; user of information technology (IT).  In 2015, the Information Services industry invested (per worker) over 8 times has much as the average and nearly 300 times as much as the least intensive industry. This is not just a single year&#8230;</p>
<p>The post <a href="https://www.kddanalytics.com/information-technology-investment-us-information-services-industry/">Information Technology Investment in the US Information Services Industry</a> appeared first on <a href="https://www.kddanalytics.com">KDD Analytics</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p>As we saw in an <strong><a href="https://www.kddanalytics.com/us-information-technology-investment-per-worker/" target="_blank">earlier article</a></strong>, the <strong>Information</strong> <strong>Services</strong> industry is the most &#8220;intensive&#8221; user of information technology (IT).  In 2015, the <strong>Information Services</strong> industry <strong>invested (per worker) over 8 times</strong> has much as the average and <strong>nearly 300 times as much</strong> as the least intensive industry.</p>
<p>This is not just a single year phenomenon but the result of strong upward trends in IT investment by the <strong>Information</strong> <strong>Services</strong> industry since at least 2000.</p>
<h3>The information services industry</h3>
<p>The industry classification system used by the US government largely changed in 1997.  As a result of <strong><a href="https://en.wikipedia.org/wiki/North_American_Free_Trade_Agreement" target="_blank">NAFTA</a></strong>, Canada, Mexico and the US collaborated on a new classification system called the North American Industrial Classification System (<strong><a href="http://www.census.gov/cgi-bin/sssd/naics/naicsrch" target="_blank">NAICS</a></strong>) (the US was previously using the Standard Industrial Classification (<strong><a href="https://www.osha.gov/pls/imis/sicsearch.html" target="_blank">SIC</a></strong>) system).   Many sub-industries were reorganized in the new system.  And a new &#8220;industry&#8221; was created representing sub-industries involved in some way with providing  &#8220;information&#8221; services.</p>
<p>Although there are officially six, 3-digit NAICS <strong>Information</strong> <strong>Services</strong> sub-industries, the US Bureau of Economic Analysis (<strong><a href="http://bea.gov/" target="_blank">BEA</a></strong>) collapses these into four:  <strong>Broadcasting &amp; Telecommunications</strong>, <strong>Information &amp; Data Processing</strong>, <strong>Motion Picture &amp; Sound Recording </strong>and<strong> Publishing</strong>.  Since our investment data come from the BEA, we will focus on these four sub-industries here.</p>
<h3>Software investment</h3>
<p>One of the IT investment themes in recent years has been the transition to &#8220;cloud-based&#8221; solutions.  In the case of software, Software as a Service (<strong><a href="https://en.wikipedia.org/wiki/Software_as_a_service" target="_blank">SaaS</a></strong>) is supplanting software installed on local computers (aka &#8220;packaged software&#8221;).   The BEA does not break out SaaS spending from other types of software investment.  So, unfortunately, we cannot tell whether SaaS is simply cannibalizing packaged software or whether it is contributing to net growth.</p>
<p>However, we <u>can</u> see that there has been <strong>strong growth in software investment</strong> in the <strong>Information</strong> <strong>Services</strong> industry since 2000.  As the interactive dashboard below shows, <strong>software investment grew</strong><strong> by 9.8% per year per worker</strong> (measured in 2009 $) between 2000 and 2015, the most current year for which BEA data are available.  This is higher than the national average rate of growth in software investment of 7.9%.</p>
<p><span style="color: #008000;"><em>As you read our analysis below, <strong>we invite you to follow along</strong> by making changes to the dashboard to show the trends we are discussing.  <strong>Changes are made in the &#8220;filters</strong><strong>&#8220;</strong> &#8220;Select industry&#8221;, &#8220;Select years&#8221; and &#8220;Select investment type&#8221; <strong>found at the top of the dashboard</strong>.  Also selecting &#8220;Select sub-industry to highlight&#8221; will bring the selected sub-industries to the forefront in the bottom two line charts.<br />
</em></span></p>
<div id="viz1481675965285" class="tableauPlaceholder" style="position: relative; left: 35px;"><noscript><a href='#'><img data-recalc-dims="1" loading="lazy" alt='BEA US IT Investment per Worker ' src="https://i0.wp.com/public.tableau.com/static/images/BE/BEAUSITInvestmentperWorkerHistorical/DB-InvperWorkerblog/1_rss.png?ssl=1" style='border: none' /></a></noscript><object class="tableauViz" style="display: none;" width="300" height="5"><param name="host_url" value="https%3A%2F%2Fpublic.tableau.com%2F" /><param name="site_root" value="" /><param name="name" value="BEAUSITInvestmentperWorkerHistorical/DB-InvperWorkerblog" /><param name="tabs" value="no" /><param name="toolbar" value="yes" /><param name="static_image" value="https://public.tableau.com/static/images/BE/BEAUSITInvestmentperWorkerHistorical/DB-InvperWorkerblog/1.png" /><param name="animate_transition" value="yes" /><param name="display_static_image" value="yes" /><param name="display_spinner" value="yes" /><param name="display_overlay" value="yes" /><param name="display_count" value="yes" /></object></div>
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There is wide variation, however, within the <strong>Information</strong> <strong>Services</strong> industry.  Software investment by the <strong>Information &amp; Data Processing</strong> sub-industry has been <strong>growing by a whopping 15.9% per year per worker since 2000</strong>.  However, this has moderated some in recent years (<strong>8.0% per year over the 2010 to 2015 period</strong>).  In 2015, the <strong>Information &amp; Data Processing</strong> sub-industry invested over <strong>$65,000 per worker in software</strong> (2009 $).</p>
<p>At the other end of the scale, <strong>Broadcasting &amp; Telecommunications</strong> has been investing at only a <strong>3.5% annual rate</strong> since 2000 (5.1% since 2010).  In 2015, this sub-industry was investing over <strong>$12,000 per worker</strong> in software.</p>
<h3>Storage investment</h3>
<p>Another but related IT investment theme has been the <strong>transition away from physical storage to virtual or cloud-based storage</strong>&#8230;think <strong><a href="https://en.wikipedia.org/wiki/Dropbox_(service)" target="_blank">DropBox</a></strong>.  As we saw in a previous article, according to BEA data, total investment in physical storage (in 2009 $) began to decline in the US private sector in 2000.</p>
<p>However, not all industries (and sub-industries) have shown the same effect.  In the <strong>Information</strong> <strong>Services</strong> industry, physical storage investment per worker has <strong>declined by 1.4% per year since 2000 (3.8% since 2010)</strong>.  <span style="color: #008000;"><em>Use the &#8220;Select investment type&#8221; filter to affect this change in the dashboard.</em></span></p>
<p>The<strong> Information &amp; Data Processing</strong> sub-industry continued to invest in physical storage at a 6.7% annual rate since 2000.  It was the disinvestment by the <strong>Broadcasting &amp; Telecommunications</strong> sub-industry (-7.3% per year) that is reflected in the overall <strong>Information Services</strong> industry negative growth of 1.4% per year.</p>
<p>However, in recent years, <strong>since 2010</strong>, the annual rate of change in storage investment has been <strong>negative across the entire Information Services industry</strong>, with <strong>Motion Picture &amp; Sound Recording</strong> sub-industry leading the charge at <strong>-19.1% per year</strong>.</p>
<h3>Other stories</h3>
<p>There are many more stories the data can tell.  And we invite you to play with this dashboard to uncover them.</p>
<p>For example, a <strong><a href="https://www.kddanalytics.com/healthcare-information-technology-investment-trends" target="_blank">previous article</a></strong> discussed investment trends in the <strong>Healthcare</strong> industry.  Does using investment <span style="text-decoration: underline;">per worker</span> (the above dashboard) change any of our conclusions in that article?</p>
<p><strong><a href="https://www.kddanalytics.com/contact/" target="_blank">Drop us a line</a></strong> and let us know what you find.</p>
<a class="dpsp-click-to-tweet dpsp-style-1" href="https://twitter.com/intent/tweet?text=In+2015%2C+the+Information+%26amp%3B+Data+Processing+sub-industry+invested+over+%2465%2C000+per+worker+in+software+%282009+%24%29.&url=https%3A%2F%2Fwww.kddanalytics.com%2Finformation-technology-investment-us-information-services-industry%2F"><div class="dpsp-click-to-tweet-content">In 2015, the Information &amp; Data Processing sub-industry invested over $65,000 per worker in software (2009 $).</div><div class="dpsp-click-to-tweet-footer"><span class="dpsp-click-to-tweet-cta"><span>Click to Tweet</span><i class="dpsp-network-btn dpsp-twitter"><span class="dpsp-network-icon"></span></i></span></div></a>
<p>The post <a href="https://www.kddanalytics.com/information-technology-investment-us-information-services-industry/">Information Technology Investment in the US Information Services Industry</a> appeared first on <a href="https://www.kddanalytics.com">KDD Analytics</a>.</p>
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		<post-id xmlns="com-wordpress:feed-additions:1">662</post-id>	</item>
		<item>
		<title>US Information Technology Investment per Worker</title>
		<link>https://www.kddanalytics.com/us-information-technology-investment-per-worker/</link>
		
		<dc:creator><![CDATA[KDD]]></dc:creator>
		<pubDate>Tue, 06 Dec 2016 19:48:32 +0000</pubDate>
				<category><![CDATA[Data]]></category>
		<category><![CDATA[Data Analysis]]></category>
		<category><![CDATA[Industry Analysis]]></category>
		<category><![CDATA[Tableau]]></category>
		<category><![CDATA[B2B]]></category>
		<category><![CDATA[BEA]]></category>
		<category><![CDATA[industry]]></category>
		<category><![CDATA[information technology]]></category>
		<category><![CDATA[investment per worker]]></category>
		<category><![CDATA[NAICS]]></category>
		<category><![CDATA[SIC]]></category>
		<guid isPermaLink="false">http://www.kddanalytics.com/?p=656</guid>

					<description><![CDATA[<p>Investment in information technology by US businesses varies dramatically across industries.  On a per worker basis, the top industry invested over 300 times that invested by the bottom industry in 2015. Why does information technology investment per worker matter? While information technology (IT) investment per worker has grown over time across all industries, there clearly&#8230;</p>
<p>The post <a href="https://www.kddanalytics.com/us-information-technology-investment-per-worker/">US Information Technology Investment per Worker</a> appeared first on <a href="https://www.kddanalytics.com">KDD Analytics</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p>Investment in information technology by US businesses varies dramatically across industries.  On a per worker basis, the top industry invested over <strong>300 times</strong> that invested by the bottom industry in 2015.</p>
<h3>Why does information technology investment per worker matter?</h3>
<p>While information technology (IT) investment per worker has grown over time across all industries, there clearly are industries that use IT more intensively in their production of goods and services.  Knowing how this intensity varies across industries can inform public policy decisions.  For example, the demand for labor may be impacted by the amount of IT workers have to work with.  Thus any policy (e.g. tax) targeting business investment decisions can have a differential effect on labor markets depending on the intensity with which IT is used.</p>
<p>Knowing how IT intensity varies across industries is also useful from a micro perspective.  How much ABC Corp located at 100 Main Street, Any Town USA spends on IT is probably unknown to B2B marketers.  However, knowing in which industry ABC Corp plays and how many employees work at the 100 Main Street location can yield a ball park estimate of how much ABC Corp can potentially spend on IT.</p>
<p>Such information would be quite useful for IT vendors selling into ABC Corp.</p>
<h3>Where does one find data on IT intensity?</h3>
<p>The big IT market research houses, such as <strong><a href="https://go.forrester.com/" target="_blank">Forrester</a></strong> and <strong><a href="http://www.idc.com/" target="_blank">IDC</a></strong>, provide industry-level estimates of IT spending.  But usually at an aggregated industry-level (e.g. 2-digit <strong><a href="http://www.census.gov/eos/www/naics/" target="_blank">NAICS</a></strong> or 1-digit <strong><a href="https://www.osha.gov/pls/imis/sicsearch.html" target="_blank">SIC</a></strong>).  And they are unlikely to provide employee counts.</p>
<p>Fortunately, the US Bureau of Economic Analysis (<strong><a href="http://www.bea.gov/" target="_blank">BEA</a></strong>) provides estimates of investment in IT &#8220;equipment&#8221; (computers, software and communications).  While they do not provide estimates of spending on IT services (e.g. IT consulting, system integration and outsourcing), the BEA data provide insights into how much businesses are spending on the three other main components of IT.</p>
<p>Moreover, the BEA provides these data at the sub-industry, 3-digit NAICS level; they provide estimates of employment at this same level of disaggregation; and they provide these data every year.</p>
<p>What more could a data junkie want?</p>
<h3>Information technology investment per worker (IT intensity)</h3>
<p>IT intensity is defined as gross investment in hardware, software and communication equipment per worker.  In 2015 (the last year for which data are available), IT intensity <strong>averaged about $3,100 per US private sector worker</strong> (in 2009 $).  This is <strong>3 times what it was in 1998</strong>.</p>
<p>However, this national <strong>average hides the dramatic variation across industries</strong>.  Below is an interactive dashboard which shows IT intensity expressed as an index (industry intensity/average intensity) for 2015.  Not surprisingly, the <strong>Information</strong> <strong>Services</strong> industry invested over <strong>8 times the national average</strong>; the <strong>Agriculture</strong> industry just .03 times.</p>
<div id="viz1479848778231" class="tableauPlaceholder" style="position: relative; left: 35px;"><noscript><a href='#'><img data-recalc-dims="1" loading="lazy" alt='BEA US IT Investment per Worker 2015 ' src="https://i0.wp.com/public.tableau.com/static/images/BE/BEAUSITInvestmentperWorker2015/DB-InvperWorker2015/1_rss.png?ssl=1" style='border: none' /></a></noscript><object class="tableauViz" style="display: none;" width="300" height="5"><param name="host_url" value="https%3A%2F%2Fpublic.tableau.com%2F" /><param name="site_root" value="" /><param name="name" value="BEAUSITInvestmentperWorker2015/DB-InvperWorker2015" /><param name="tabs" value="no" /><param name="toolbar" value="yes" /><param name="static_image" value="https://public.tableau.com/static/images/BE/BEAUSITInvestmentperWorker2015/DB-InvperWorker2015/1.png" /><param name="animate_transition" value="yes" /><param name="display_static_image" value="yes" /><param name="display_spinner" value="yes" /><param name="display_overlay" value="yes" /><param name="display_count" value="yes" /></object></div>
<p><script type='text/javascript'>                    var divElement = document.getElementById('viz1479848778231');                    var vizElement = divElement.getElementsByTagName('object')[0];                    vizElement.style.width='654px';vizElement.style.height='929px';                    var scriptElement = document.createElement('script');                    scriptElement.src = 'https://public.tableau.com/javascripts/api/viz_v1.js';                    vizElement.parentNode.insertBefore(scriptElement, vizElement);                </script></p>
<p>Drilling down into the <strong>Information Services</strong> industry (<span style="color: #008000;"><em>click on the bar chart</em></span>) shows that it is the <strong>Data Processing</strong> and <strong>Broadcast and Telecommunications</strong> sub-industries that account for the lion&#8217;s share of <strong>Information Services</strong> industry investment (see the bottom chart).  Again, not too surprising.</p>
<p>The dashboard allows one to select the type of IT investment.  Selecting &#8220;Communications&#8221; reveals the intensity of investment in communications equipment (phone systems, internet and networking equipment).  Again, the <strong>Information</strong> <strong>Services</strong> industry leads the pack as a result of heavy investment in the <strong>Broadcast and Telecommunications</strong> sub-industries.</p>
<p>However, the bottom chart shows the ranking of all sub-industries (3-digit NAICS).  Interestingly, the <strong>Water Transport</strong> and <strong>Pipeline Transport</strong> industries are relatively intensive users of communications equipment.</p>
<p>If anyone knows why, <strong><a href="https://www.kddanalytics.com/contact/" target="_blank">drop us a line</a></strong>, we would like to know!</p>
<p>Other interesting findings&#8230;selecting &#8220;HW &#8211; Servers&#8221; reveals the intensity of investment in physical servers.  The top three sub-industries are <strong>Federal Reserve Banks</strong>, <strong>Rental and Leasing</strong> and <strong>Credit Intermediation</strong>.  At the 2-digit NAICS level, it is the <strong>Finance</strong> industry that is the top investor in servers, followed by the <strong>Wholesale</strong> industry.</p>
<p>We will leave it to the reader to play with the dashboard and uncover other interesting stories (e.g. in the <strong>Manufacturing</strong> industry, which sub-industry invests the most in storage equipment? in printers?).</p>
<h3>Takeaway</h3>
<p>Our takeaway is that although the &#8220;usual suspects&#8221; appear as high intensive users of IT, at the sub-industry (3-digit NAICS) level, <strong>there is wide and not always predictable variation</strong>.  Especially when drilling into the different categories of IT investment.</p>
<p>What is your takeaway?</p>
<p>In a future article, we will take up this subject again and examine in more detail how information technology investment per worker (IT intensity) has changed over time.</p>
<p>&nbsp;</p>
<a class="dpsp-click-to-tweet dpsp-style-1" href="https://twitter.com/intent/tweet?text=In+2015+IT+investment+per+worker+averaged+about+%243%2C100+%28in+2009+%24%29.+This+is+3x+what+it+was+in+1998.&url=https%3A%2F%2Fwww.kddanalytics.com%2Fus-information-technology-investment-per-worker%2F"><div class="dpsp-click-to-tweet-content">In 2015 IT investment per worker averaged about $3,100 (in 2009 $). This is 3x what it was in 1998.</div><div class="dpsp-click-to-tweet-footer"><span class="dpsp-click-to-tweet-cta"><span>Click to Tweet</span><i class="dpsp-network-btn dpsp-twitter"><span class="dpsp-network-icon"></span></i></span></div></a>
<p>The post <a href="https://www.kddanalytics.com/us-information-technology-investment-per-worker/">US Information Technology Investment per Worker</a> appeared first on <a href="https://www.kddanalytics.com">KDD Analytics</a>.</p>
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