The portion of revenue enterprises spend on new technologies can be tracked via the share of innovation expenditure in total shipments. Rows present various economic activities, including mining and other industries. Data are collected for the 2010–2016 period to track annual dynamics across different economic sectors
manufacturing / D — communications / 64
Manufacturing / D — manufacture of electrical, electronic and optical equipment / DL
manufacturing / D — activities related to the use of computer and information technologies / 72
Manufacturing / D — Other manufacturing not elsewhere classified / DN+39.9
manufacturing / D — manufacture of coke and refined petroleum products / 23.9
Manufacturing / D — Manufacture of chemicals and chemical products / DG
manufacturing / D — manufacture of transport vehicles and equipment / DM
Total
mining / C — manufacturing / D
Manufacturing / D — Manufacture of rubber and plastics products / DH
Chart of the share of technological innovation expenditure in goods shipments by economic activity, 2010–2016
Who grew, who fell: 2010 → 2016
Set in numbers
Rosstat data for 2010–2016. Rows: 30, periods: 7. Breakdown by categories: Total; mining and quarrying / C; mining and quarrying / C — extraction of fuel and energy minerals; mining and quarrying / C — extraction of other minerals; mining and quarrying / C — manufacturing; and others
manufacturing / D — research and development / M: the indicator increased from 17.1 to 30.7 over 2010–2016 — by 79.2%. The highest value was 33 (2014), the lowest was 17.1 (2011). This is an average annual growth of 10.2%. Up to 2014 the change was +92.9%, after — −7.12%. Of the 24 largest rows, 14 increased, 10 decreased
Rows in the table are categorized by economic activity, allowing for a comparison of innovation intensity across industries. One can compare technological expenditure in the mining sector relative to the national average. The data cover seven years and show which economic sectors invest a larger share of their shipped product volume into development
What is visible in these numbers
Top five values: manufacturing / D — research and development / M (33), manufacturing / D — telecommunications / 64 (9.52), manufacturing / D — production (9.14), manufacturing / D — activities (6.9), manufacturing / D — other production (5.3). The gap between the highest and lowest is 66 times. The top five account for 59.7% of the total across all categories — the distribution is heavily skewed toward the top
Annual observations, 7 periods in the dataset. Of 175 possible values, 168 are filled (96%). Gaps exist but are isolated: some categories were not always observed
Statistics are updated annually and cover the period from 2010 to 2016. The materials are useful for economists, innovation development specialists, and industry representatives studying the structure of expenditure on technological upgrades
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