R&D Spend as a Percentage of Sales is a critical KPI that reflects a company's commitment to innovation and long-term growth.
This metric influences operational efficiency, product development timelines, and overall financial health.
A higher percentage indicates a robust investment in future capabilities, while a lower figure may signal underinvestment, potentially jeopardizing market position.
Companies that effectively track this KPI can better align their R&D efforts with strategic goals, ensuring that resources are allocated to initiatives with the highest ROI.
Accurate measurement and management reporting of R&D spending can lead to improved forecasting accuracy and better decision-making.
Ultimately, this KPI serves as a vital indicator of a firm's innovation strategy and competitive positioning.
R&D Spend as a Percentage of Sales sits inside six KPI groups, and its position shifts sharply depending on which one customers open. In the Life Sciences KPI group it leads at rank one, ahead of Clinical Trial Success Rate and Time to Market for New Drugs. In the Research & Development (R&D) KPI group it ranks seventh, behind the headline pair of Time to Market and Product Quality, and it sits close to two financial siblings, Development Cost and Return on R&D Investment. In the New Product Development KPI group it ranks sixteenth, well below the headline members Customer Satisfaction with New Products and New Product Success Rate. In the Idea-to-Market Cycles KPI group it also ranks sixteenth, trailing the lead metrics Development to Market Time and Idea to Launch Time. In the Revenue Diversification KPI group it ranks twenty-eighth, far below Revenue Growth Rate in New Markets and Percentage Increase in Revenue from New Products. In the Competitive Benchmarking KPI group it ranks thirty-sixth, behind Market Share Growth and Competitive Sales Growth Rate.
The ranking swing tells customers something real. Where innovation input is the point of the group, this KPI is central. Where the group cares about market outcomes or diversification, it recedes to a supporting input.
On the balanced scorecard this KPI carries the financial perspective, but it does not behave like a lagging financial result. It is a leading investment signal. It reports how much of current revenue a company is committing to future products before any of those products earn a return. Read it as a forward-looking bet, not as a settled outcome.
That forward posture creates a genuine tension with the near-term financial members it shares shelves with. In the New Product Development KPI group it sits directly alongside New Product Profit Margin, and higher R&D intensity pressures margin in the periods before launches pay back. The same pull shows up in the Research & Development (R&D) KPI group, where Development Cost and Return on R&D Investment both push in the opposite direction. Spending more on R&D relative to sales lifts this KPI while it weighs on Development Cost discipline and can depress Return on R&D Investment until output catches up. In the Competitive Benchmarking KPI group the counterweight is Gross Margin Benchmarking and Benchmarked Profit Margins, where the same dollars that raise R&D intensity compress the margins competitors are measured against. Customers should read this KPI next to at least one of those profitability or efficiency metrics, because a rising figure here is not automatically good news. It has to be paid for.
The raw inputs for this KPI live in the financial statements. R&D spend comes off the income statement, or off the notes and segment disclosures where research and development is broken out, and sales or revenue comes off the top line. The join looks trivial and is not. To compute it honestly, customers have to settle several definitional forks before the first calculation.
Decide the numerator first. Choose whether it is R&D expense as reported under the applicable standard, or total R&D that includes development costs a company capitalized rather than expensed. Under United States practice R&D is generally expensed as incurred, while other standards allow capitalizing qualifying development, so the same underlying activity can land in different places. Decide whether to report gross spend or spend net of external funding, grants, and research tax credits. Decide how to treat acquired in-process research and development that arrives through M&A, because a large one-time IPR&D charge can spike the ratio in a single period without reflecting the ongoing research program.
Decide the denominator next. Net sales, total revenue, and revenue excluding pass-through items give different bases, and the gap widens for companies with significant non-operating or financial income. Pin the choice and hold it constant across periods.
Segmentation is where the number becomes useful. Split by business segment, because a diversified company blends a research-heavy division and a low-research division into a single blurred figure that describes neither. Split capitalized from expensed R&D so customers can see how much of the reported intensity depends on a capitalization policy rather than on cash committed. Where segment reporting supports it, tie the R&D disclosed for a segment to the revenue booked by that same segment, rather than dividing group R&D by group revenue and calling it segment intensity.
The instrumentation pitfalls are mostly timing and boundary problems. Revenue recognition and R&D spend follow different clocks. Research is committed ahead of the sales it is meant to create, so a fast-growing company can post a falling ratio purely because revenue climbed, not because it cut research, and a company in a revenue trough can post a rising ratio while spending flat. M&A distorts both lines at once, adding acquired revenue and acquired research programs on their own schedules. Currency moves the ratio for multinationals when R&D and sales sit in different currencies and translate at different rates. None of these are data-entry errors. They are structural, and the fix is to document the numerator rule, the denominator rule, the capitalization treatment, and the segment basis alongside every figure customers publish.
Many organizations misinterpret R&D spending as a cost rather than an investment, leading to misguided budget cuts that stifle innovation.
Enhancing R&D spending effectiveness requires a strategic focus on alignment and accountability.
We have 133 relevant benchmarks in our benchmarks database.
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| Subscribers only | percent | median (sector range) | 2005 to 2018 | Public companies in BCG's data set of M&A deals worldwide (sector medians) | energy; financial services | worldwide |
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | industry cohort ratio | 2009 (most recent fiscal year as of June 30, 2010) | Auto industry companies among the Global Innovation 1000 (1,000 largest corporate R&D spenders) | Auto | global |
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| Subscribers only | percent | cohort aggregate ratio | 2009 (most recent fiscal year as of June 30, 2010) | Global Innovation 1000: the 1,000 public companies worldwide that spent the most on R&D in 2009 | cross-industry | global | 1,000 companies |
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | sector average | 2011 | Healthcare companies among the Global Innovation 1000 (1,000 largest corporate R&D spenders), US$126 billion total R&D | Healthcare | Global |
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| Subscribers only | percent | sector average | 2010 | Auto companies among the Global Innovation 1000 (1,000 largest corporate R&D spenders) | Auto | Global |
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| Subscribers only | percent | sector average | 2011 | Auto companies among the Global Innovation 1000 (1,000 largest corporate R&D spenders), US$96.5 billion total R&D | Auto | Global |
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| Subscribers only | percent | sector average | 2010 | Computing and electronics companies among the Global Innovation 1000 (1,000 largest corporate R&D spenders) | Computing and electronics | Global |
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| Subscribers only | percent | sector average | 2011 | Computing and electronics companies among the Global Innovation 1000 (1,000 largest corporate R&D spenders) | Computing and electronics | Global |
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| Subscribers only | percent | average (top 20) | Top 20 R&D spenders globally (US$5.5 billion to US$9.9 billion R&D each) | 2011 | Top 20 companies by R&D spending in the Global Innovation 1000 | cross-industry (healthcare, auto, computing and electronics, software and Internet) | Global | 20 companies |
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| Subscribers only | percent | average | 2004 | Next 980 companies (ranks 21 to 1,000) in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) | cross-industry | global | 980 companies |
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| Subscribers only | percent | average | Top 20 R&D spenders | 2004 | Top 20 companies by R&D spend in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) | cross-industry | global | 20 companies |
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| Subscribers only | percent | average (statistic not specified; regional ratio) | 2004 | Companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) headquartered in Japan | cross-industry | Japan |
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| Subscribers only | percent | average (statistic not specified; regional ratio) | 2004 | Companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) headquartered in Europe | cross-industry | Europe |
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| Subscribers only | percent | average (statistic not specified; regional ratio) | 2004 | Companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) headquartered in China & India | cross-industry | China & India |
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| Subscribers only | percent | average | 2004 | Chemicals & Energy sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) | Chemicals & Energy | global |
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| Subscribers only | percent | average | 2004 | Telecom sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) | Telecom | global |
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| Subscribers only | percent | average | 2004 | Consumer sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) | Consumer | global |
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| Subscribers only | percent | average | 2004 | Industrials sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) | Industrials | global |
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| Subscribers only | percent | average | 2004 | Auto sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) | Auto | global |
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| Subscribers only | percent | average | 2004 | Aerospace & Defense sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) | Aerospace & Defense | global |
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| Subscribers only | percent | average | 2004 | Technology sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) | Technology | global |
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| Subscribers only | percent | average | 2004 | Computing & Electronics sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) | Computing & Electronics | global |
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| Subscribers only | percent | average | 2004 | Health sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) | Health | global |
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| Subscribers only | percent | average | 2004 | Software & Internet sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) | Software & Internet | global |
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| Subscribers only | percent | range of annual averages | five years through 2004 ('the last five years' as stated) | Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) | cross-industry | global | 1,000 companies |
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| Subscribers only | percent | median | Above-median sales within industry (Global Innovation 1000) | 2004 | Telecom sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) with above-median sales for their industry | Telecom | global |
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | Below-median sales within industry (Global Innovation 1000) | 2004 | Telecom sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) with below-median sales for their industry | Telecom | global |
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| Subscribers only | percent | median | Above-median sales within industry (Global Innovation 1000) | 2004 | Technology sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) with above-median sales for their industry | Technology | global |
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| Subscribers only | percent | median | Below-median sales within industry (Global Innovation 1000) | 2004 | Technology sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) with below-median sales for their industry | Technology | global |
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | Above-median sales within industry (Global Innovation 1000) | 2004 | Software & Internet sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) with above-median sales for their industry | Software & Internet | global |
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | Below-median sales within industry (Global Innovation 1000) | 2004 | Software & Internet sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) with below-median sales for their industry | Software & Internet | global |
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | Above-median sales within industry (Global Innovation 1000) | 2004 | Industrials sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) with above-median sales for their industry | Industrials | global |
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | Below-median sales within industry (Global Innovation 1000) | 2004 | Industrials sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) with below-median sales for their industry | Industrials | global |
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | Above-median sales within industry (Global Innovation 1000) | 2004 | Health sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) with above-median sales for their industry | Health | global |
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | Below-median sales within industry (Global Innovation 1000) | 2004 | Health sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) with below-median sales for their industry | Health | global |
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| Subscribers only | percent | median | Above-median sales within industry (Global Innovation 1000) | 2004 | Consumer sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) with above-median sales for their industry | Consumer | global |
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | Below-median sales within industry (Global Innovation 1000) | 2004 | Consumer sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) with below-median sales for their industry | Consumer | global |
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | Above-median sales within industry (Global Innovation 1000) | 2004 | Computing & Electronics sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) with above-median sales for their industry | Computing & Electronics | global |
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | Below-median sales within industry (Global Innovation 1000) | 2004 | Computing & Electronics sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) with below-median sales for their industry | Computing & Electronics | global |
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| Subscribers only | percent | median | Above-median sales within industry (Global Innovation 1000) | 2004 | Chemicals & Energy sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) with above-median sales for their industry | Chemicals & Energy | global |
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| Subscribers only | percent | median | Below-median sales within industry (Global Innovation 1000) | 2004 | Chemicals & Energy sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) with below-median sales for their industry | Chemicals & Energy | global |
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| Subscribers only | percent | median | Below-median sales within industry (Global Innovation 1000) | 2004 | Auto sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) with below-median sales for their industry | Auto | global |
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| Subscribers only | percent | median | Above-median sales within industry (Global Innovation 1000) | 2004 | Aerospace & Defense sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) with above-median sales for their industry | Aerospace & Defense | global |
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| Subscribers only | percent | median | Below-median sales within industry (Global Innovation 1000) | 2004 | Aerospace & Defense sector companies in the Booz Allen Hamilton Global Innovation 1000 (the 1,000 publicly held companies that spent the most on R&D in 2004) with below-median sales for their industry | Aerospace & Defense | global |
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| Subscribers only | percent | average | 2006 (last full-year data reported up to June 30, 2007) | Top 20 R&D spenders in the Global Innovation 1000 ($120,950 million combined R&D) | cross-industry (auto, health care, computing and electronics, software and Internet, industrials) | global | 20 companies |
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| Subscribers only | percent | average | 2006 (last full-year data reported up to June 30, 2007) | The other 980 companies in the Global Innovation 1000 (excluding the top 20 R&D spenders) | cross-industry | global | 980 companies |
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| Subscribers only | percent | average | 2006 (last full-year data reported up to June 30, 2007) | Global Innovation 1000 companies headquartered in Europe | cross-industry | Europe |
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| Subscribers only | percent | average | 2006 (last full-year data reported up to June 30, 2007) | Global Innovation 1000 companies headquartered in Japan | cross-industry | Japan |
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| Subscribers only | percent | average | 2006 (last full-year data reported up to June 30, 2007) | Global Innovation 1000 companies headquartered in North America | cross-industry | North America |
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | regional ratio (R&D as a % of sales) | 2006 (last full-year data reported up to June 30, 2007) | Global Innovation 1000 companies headquartered in China and India | cross-industry | China and India |
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| Subscribers only | percent | aggregate ratio | 2006 (last full-year data reported up to June 30, 2007) | Global Innovation 1000: the 1,000 public companies worldwide that spent the most on R&D in 2006 ($447 billion R&D, $11.8 trillion sales) | cross-industry | global | 1,000 companies |
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| Subscribers only | percent | industry ratio (R&D as a % of sales) | 2006 (last full-year data reported up to June 30, 2007) | Chemicals and Energy companies within the Global Innovation 1000 (1,000 largest public corporate R&D spenders) | Chemicals and Energy | global |
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| Subscribers only | percent | industry ratio (R&D as a % of sales) | 2006 (last full-year data reported up to June 30, 2007) | Telecom companies within the Global Innovation 1000 (1,000 largest public corporate R&D spenders) | Telecom | global |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | industry ratio (R&D as a % of sales) | 2006 (last full-year data reported up to June 30, 2007) | Consumer companies within the Global Innovation 1000 (1,000 largest public corporate R&D spenders) | Consumer | global |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | industry ratio (R&D as a % of sales) | 2006 (last full-year data reported up to June 30, 2007) | Industrials companies within the Global Innovation 1000 (1,000 largest public corporate R&D spenders) | Industrials | global |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | industry ratio (R&D as a % of sales) | 2006 (last full-year data reported up to June 30, 2007) | Auto companies within the Global Innovation 1000 (1,000 largest public corporate R&D spenders) | Auto | global |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | industry ratio (R&D as a % of sales) | 2006 (last full-year data reported up to June 30, 2007) | Aerospace and Defense companies within the Global Innovation 1000 (1,000 largest public corporate R&D spenders) | Aerospace and Defense | global |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | industry ratio (R&D as a % of sales) | 2006 (last full-year data reported up to June 30, 2007) | Computing and Electronics companies within the Global Innovation 1000 (1,000 largest public corporate R&D spenders) | Computing and Electronics | global |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | industry ratio (R&D as a % of sales) | 2006 (last full-year data reported up to June 30, 2007) | Health Care companies within the Global Innovation 1000 (1,000 largest public corporate R&D spenders) | Health Care | global |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | industry ratio (R&D as a % of sales) | 2006 (last full-year data reported up to June 30, 2007) | Software and Internet companies within the Global Innovation 1000 (1,000 largest public corporate R&D spenders) | Software and Internet | global |
Source: Subscribers only
Source Excerpt: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | aggregate (top 20 total) | Top 20 R&D spenders globally (US$5.7 billion to US$11.4 billion R&D each) | 2013 study (fiscal years reported July 2012 to June 2013) | Top 20 companies by R&D spending in the Global Innovation 1000 | cross-industry (auto, computing and electronics, healthcare, software and Internet) | Global | 20 companies |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | split at median annual revenue of the Global Innovation 1000 | 2005 | Telecom companies in the Booz Allen Hamilton Global Innovation 1000, split at median company size (annual revenue) | Telecom | global |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | split at median annual revenue of the Global Innovation 1000 | 2005 | Technology companies in the Booz Allen Hamilton Global Innovation 1000, split at median company size (annual revenue) | Technology | global |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | split at median annual revenue of the Global Innovation 1000 | 2005 | Software & Internet companies in the Booz Allen Hamilton Global Innovation 1000, split at median company size (annual revenue) | Software & Internet | global |
Source: Subscribers only
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Additional Comments: Subscribers only
| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | split at median annual revenue of the Global Innovation 1000 | 2005 | Other companies in the Booz Allen Hamilton Global Innovation 1000, split at median company size (annual revenue) | Other | global |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | split at median annual revenue of the Global Innovation 1000 | 2005 | Industrials companies in the Booz Allen Hamilton Global Innovation 1000, split at median company size (annual revenue) | Industrials | global |
Source: Subscribers only
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Additional Comments: Subscribers only
| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | split at median annual revenue of the Global Innovation 1000 | 2005 | Health companies in the Booz Allen Hamilton Global Innovation 1000, split at median company size (annual revenue) | Health | global |
Source: Subscribers only
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Additional Comments: Subscribers only
| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | split at median annual revenue of the Global Innovation 1000 | 2005 | Consumer companies in the Booz Allen Hamilton Global Innovation 1000, split at median company size (annual revenue) | Consumer | global |
Source: Subscribers only
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Additional Comments: Subscribers only
| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | split at median annual revenue of the Global Innovation 1000 | 2005 | Computing & Electronics companies in the Booz Allen Hamilton Global Innovation 1000, split at median company size (annual revenue) | Computing & Electronics | global |
Source: Subscribers only
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Additional Comments: Subscribers only
| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | split at median annual revenue of the Global Innovation 1000 | 2005 | Chemicals & Energy companies in the Booz Allen Hamilton Global Innovation 1000, split at median company size (annual revenue) | Chemicals & Energy | global |
Source: Subscribers only
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Additional Comments: Subscribers only
| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | split at median annual revenue of the Global Innovation 1000 | 2005 | Auto companies in the Booz Allen Hamilton Global Innovation 1000, split at median company size (annual revenue) | Auto | global |
Source: Subscribers only
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Additional Comments: Subscribers only
| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | split at median annual revenue of the Global Innovation 1000 | 2005 | Aerospace & Defense companies in the Booz Allen Hamilton Global Innovation 1000, split at median company size (annual revenue) | Aerospace & Defense | global |
Source: Subscribers only
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Additional Comments: Subscribers only
| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | 2005 | Chemicals & Energy companies in the Booz Allen Hamilton Global Innovation 1000 | Chemicals & Energy | global |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | 2005 | Other companies in the Booz Allen Hamilton Global Innovation 1000 | Other | global |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | 2005 | Telecom companies in the Booz Allen Hamilton Global Innovation 1000 | Telecom | global |
Source: Subscribers only
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Additional Comments: Subscribers only
| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | 2005 | Consumer companies in the Booz Allen Hamilton Global Innovation 1000 | Consumer | global |
Source: Subscribers only
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Additional Comments: Subscribers only
| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | 2005 | Industrials companies in the Booz Allen Hamilton Global Innovation 1000 | Industrials | global |
Source: Subscribers only
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Additional Comments: Subscribers only
| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | 2005 | Auto companies in the Booz Allen Hamilton Global Innovation 1000 | Auto | global |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | 2005 | Technology companies in the Booz Allen Hamilton Global Innovation 1000 | Technology | global |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | 2005 | Aerospace & Defense companies in the Booz Allen Hamilton Global Innovation 1000 | Aerospace & Defense | global |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | 2005 | Computing & Electronics companies in the Booz Allen Hamilton Global Innovation 1000 | Computing & Electronics | global |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | 2005 | Booz Allen Hamilton Global Innovation 1000 (1,000 public companies with the largest corporate R&D budgets worldwide) | cross-industry | global | 1,000 companies |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | average | 2010 (vs 2009; most recent fiscal year as of June 30, 2011) | Top 20 R&D spenders in the Global Innovation 1000 | cross-industry (healthcare, computing and electronics, auto, software and Internet, industrials) | global | 20 companies |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | aggregate (top 20 total) | Top 20 R&D spenders globally (US$5.9 billion to US$13.5 billion R&D each) | 2014 study (last fiscal year as of June 30, 2014) | Top 20 companies by R&D spending in the Global Innovation 1000 | cross-industry (auto, computing and electronics, healthcare, software and Internet) | Global | 20 companies |
Source: Subscribers only
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Additional Comments: Subscribers only
| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | aggregate (total R&D / total revenue) | 2014 study (last fiscal year as of June 30, 2014) | Global Innovation 1000: the 1,000 public companies worldwide that spent the most on R&D (US$647 billion R&D on $18.4 trillion revenue) | cross-industry | Global | 1,000 companies |
Source: Subscribers only
Source Excerpt: Subscribers only
| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | threshold | companies with R&D investments over €1bn | cross-industry | 139 companies |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | band | ICB 3-digit sectors | cross-industry |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | average | 2017/18 | companies investing the largest sums in R&D in the world | cross-industry | US; EU; Japan; China | 2500 companies |
Source: Subscribers only
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Additional Comments: Subscribers only
| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | average | Global Innovation 1000 cohort | 2018 | top 1000 corporate R&D spenders worldwide | Chemicals and Energy | global | 1000 companies |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | average | Global Innovation 1000 cohort | 2018 | top 1000 corporate R&D spenders worldwide | Telecom | global | 1000 companies |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | average | Global Innovation 1000 cohort | 2018 | top 1000 corporate R&D spenders worldwide | Consumer | global | 1000 companies |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | average | Global Innovation 1000 cohort | 2018 | top 1000 corporate R&D spenders worldwide | Industrials | global | 1000 companies |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | average | Global Innovation 1000 cohort | 2018 | top 1000 corporate R&D spenders worldwide | Aerospace and Defense | global | 1000 companies |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | average | Global Innovation 1000 cohort | 2018 | top 1000 corporate R&D spenders worldwide | Auto | global | 1000 companies |
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | average | Global Innovation 1000 cohort | 2018 | top 1000 corporate R&D spenders worldwide | Computing and Electronics | global | 1000 companies |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | average | Global Innovation 1000 cohort | 2018 | top 1000 corporate R&D spenders worldwide | Healthcare | global | 1000 companies |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | average | Global Innovation 1000 cohort | 2018 | top 1000 corporate R&D spenders worldwide | Software and Internet | global | 1000 companies |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent
|
| 10–19 employees |
2023 |
companies located in the United States that performed R& |
all industries |
United States |
| |
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | 2023 | companies located in the United States that performed R& | software publishers | United States |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | 2023 | companies located in the United States that performed R& | information | United States |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | 2023 | companies located in the United States that performed R& | computer and electronic products | United States |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | 2023 | companies located in the United States that performed R& | pharmaceuticals and medicines | United States |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | 2023 | companies located in the United States that performed R& | manufacturing industries | United States |
Source: Subscribers only
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Additional Comments: Subscribers only
| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | 2023 | companies located in the United States that performed R& | all industries | United States |
Source: Subscribers only
Source Excerpt: Subscribers only
| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | average | technology companies | software | global |
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | R&D intensity | top global corporate R&D spenders | 2022 | top corporate R&D spenders worldwide | automobiles | global |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | R&D intensity | top global corporate R&D spenders | 2022 | top corporate R&D spenders worldwide | ICT hardware and electrical equipment | global |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | R&D intensity | top global corporate R&D spenders | 2022 | top corporate R&D spenders worldwide | software and ICT services | global |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | R&D intensity | top global corporate R&D spenders | 2022 | top corporate R&D spenders worldwide | pharmaceuticals and biotechnology | global |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | R&D-to-sales ratio | companies with 10 or more domestic employees | 2021 | companies that performed or funded U.S. business R&D | motor vehicles, bodies, trailers, and parts | United States |
Source: Subscribers only
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Additional Comments: Subscribers only
| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | R&D-to-sales ratio | companies with 10 or more domestic employees | 2021 | companies that performed or funded U.S. business R&D | professional, scientific, and technical services | United States |
Source: Subscribers only
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Additional Comments: Subscribers only
| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | R&D-to-sales ratio | companies with 10 or more domestic employees | 2021 | companies that performed or funded U.S. business R&D | software publishers | United States |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | R&D-to-sales ratio | companies with 10 or more domestic employees | 2021 | companies that performed or funded U.S. business R&D | information | United States |
Source: Subscribers only
Source Excerpt: Subscribers only
Additional Comments: Subscribers only
| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | R&D-to-sales ratio | companies with 10 or more domestic employees | 2021 | companies that performed or funded U.S. business R&D | semiconductor and other electronic components | United States |
Source: Subscribers only
Source Excerpt: Subscribers only
Additional Comments: Subscribers only
| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | R&D-to-sales ratio | companies with 10 or more domestic employees | 2021 | companies that performed or funded U.S. business R&D | computer and electronic products | United States |
Source: Subscribers only
Source Excerpt: Subscribers only
Additional Comments: Subscribers only
| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | R&D-to-sales ratio | companies with 10 or more domestic employees | 2021 | companies that performed or funded U.S. business R&D | pharmaceuticals and medicines | United States |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | R&D-to-sales ratio | companies with 10 or more domestic employees | 2021 | companies that performed or funded U.S. business R&D | nonmanufacturing | United States |
Source: Subscribers only
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Additional Comments: Subscribers only
| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | R&D-to-sales ratio | companies with 10 or more domestic employees | 2021 | companies that performed or funded U.S. business R&D | manufacturing | United States |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | R&D-to-sales ratio | companies with 10 or more domestic employees | 2021 | companies that performed or funded U.S. business R&D | all industries | United States |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | average | high-tech | recent | companies | technology | United States |
Source: Subscribers only
Source Excerpt: Subscribers only
| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | typical ratio | industrial companies | industrial | United States |
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | 2024 | private B2B SaaS companies surveyed by BenchMarkit | SaaS | about 1,000 |
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | median | private B2B SaaS companies | SaaS | more than 1,000 |
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | range | large pharmaceutical companies | 2008–2019 | business R&D expenditure to sales ratio | pharmaceutical |
Source: Subscribers only
Source Excerpt: Subscribers only
| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | range | business R&D performers | all industries |
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | average | metals companies | metals |
Source: Subscribers only
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | range | leading software companies | software | 108 companies |
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | average | Global 1000 | Global 1000 companies | cross-industry | global | 1000 companies |
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | average | high technology companies | high technology | United States |
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| Value | Unit | Type | Company Size | Time Period | Population | Industry | Geography | Sample Size |
| Subscribers only | percent | average | industrial companies | industrial | United States |
Browse the Top Benchmarked KPIs in Life Sciences
Thirty-two benchmark records back this KPI, and the honest headline is that they do not measure the same thing. They cluster by what they disagree about, and once customers see the clusters they should stop trusting any free-floating R&D-intensity number that arrives without its source attached.
The first divergence is what goes in the numerator and denominator. Strategy& (PwC), in the Global Innovation 1000 fact pack, states its formula outright as total R&D expenditure over total revenue. The National Center for Science and Engineering Statistics, in its U.S. business R&D tables, frames the same idea as an R&D-to-sales ratio, and sales and total revenue are not identical bases once pass-through items, financial income, or non-operating lines enter the picture. The National Science Foundation NCSES survey tables carry no formula text at all, so customers cannot see whether the numerator captured only expensed R&D or also development that was capitalized on the balance sheet. Two figures can look comparable and still differ because one counts capitalized development and the other does not, or because one nets out grants and tax credits while the other reports gross spend.
The second divergence is industry mix, and it dominates everything else. R&D intensity means one thing in medicine and another in consumer goods. World Intellectual Property Organization figures for pharmaceuticals and biotechnology, software and ICT services, automobiles, and ICT hardware describe cohorts of top corporate spenders whose baseline commitment to research is structurally different. Strategy& reports the same ratio across separate industry cuts, from Software and Internet and Healthcare down through Consumer and Industrials. A number is not portable across these buckets. Comparing a pharmaceutical figure to a consumer figure is comparing two different economic activities that happen to share a formula.
The third divergence is population, company stage, and size. The National Science Foundation NCSES tables break results out by employment band, including a bucket for companies with ten to nineteen employees, so a small-firm reading and a large-cohort reading answer different questions. Strategy& and the World Intellectual Property Organization both restrict their view to the largest corporate R&D spenders worldwide, which is a survivorship-shaped lens, not the whole economy. The National Center for Science and Engineering Statistics limits its frame to companies with ten or more domestic employees that performed or funded U.S. business R&D. Each population draws its boundary in a different place, and the boundary changes the answer.
The fourth divergence is geography and accounting standard. The National Science Foundation and the National Center for Science and Engineering Statistics report United States activity, where R&D is generally expensed as incurred. Global cohorts from Strategy& and the World Intellectual Property Organization sweep in companies reporting under standards that permit capitalizing development costs, which moves spend off the expense line and quietly changes the numerator. So a global figure and a United States figure can diverge for reasons that have nothing to do with how much research is actually being done.
The fifth divergence is time period. Strategy& observes a single year, the World Intellectual Property Organization cites a different single year, the National Center for Science and Engineering Statistics tables land on yet another, and the National Science Foundation NCSES tables land on a later one still. JAMA Network Open reports across a multi-year span for large pharmaceutical companies, which is a different statistical object again, a span rather than a point. R&D intensity moves with revenue cycles, so year matters.
A few records in this set behave more like distributions than like clean point comparators. JAMA Network Open and the Congressional Budget Office are both tagged as ranges rather than single averages, and the Congressional Budget Office record is thinly specified, with no company size, geography, or period attached, which makes it useful for context but not for one-to-one comparison. Customers should treat those two as background shape, not as benchmarks to line up beside a single-company reading.
The practical takeaway is simple. A bare R&D-intensity percentage tells customers almost nothing on its own. The same words, R&D as a percentage of sales, sit on top of different numerators, different denominators, different industries, different firm sizes, different accounting standards, and different years across these sources. Source-attributed data is what lets customers know which question a number is actually answering.
This KPI appears directly in real OKR material, so customers do not have to invent a framing.
In the Research & Development (R&D) KPI group, the published OKR examples name this metric inside the objective to optimize R&D investment through disciplined cost and efficiency management. There it ladders up as a key result alongside Development Cost, Development Efficiency, and Development Capacity. The directional intent in that material is to lower R&D spend as a percentage of sales without sacrificing output, meaning the team commits to producing more product per research dollar rather than simply cutting research. Customers adapting this should keep the KR directional, reduce R&D intensity while holding or growing pipeline output, and treat any specific percentage they attach as an illustrative internal team target, never a benchmark drawn from outside data.
A second framing comes from the Life Sciences KPI group, where this KPI leads the set and the group's OKR material centers an objective to optimize commercial execution and financial returns from innovation. Here R&D intensity works as the input-side key result under that objective, paired in the group's own examples with Return on R&D Investment. The honest OKR reads the two together, a directional commitment to hold or shape research investment relative to sales while lifting the return that investment produces, so the team is accountable for both what it puts in and what it gets back. As with the R&D group, frame any number as an illustrative goal the team sets for itself, and let the source-attributed benchmarks inform judgment without becoming the target.
This KPI is associated with the following categories and industries in our KPI database:
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A good R&D spend percentage typically ranges from 5% to 15% of sales, depending on the industry. High-growth sectors, like technology and pharmaceuticals, often exceed these figures to maintain competitive positioning.
Increased R&D spending can lead to innovative products that drive sales growth and market share. However, it requires careful management to ensure that investments align with strategic goals and deliver measurable returns.
R&D spending should be reviewed quarterly to ensure alignment with business objectives and market trends. Regular assessments allow organizations to pivot quickly and optimize resource allocation.
Benchmarking R&D spending against industry peers provides valuable insights into competitive positioning. It helps organizations identify gaps and opportunities for improvement in their innovation strategies.
Yes, R&D spending can be a lagging metric, as its impact on sales and market performance may not be immediately visible. Long-term investments often take time to translate into tangible results.
Leading indicators for R&D effectiveness include project milestones, time-to-market, and customer feedback on new products. These metrics provide early insights into the potential success of R&D investments.
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