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19.04.23 1
Signals for emerging Technologies in Paper and
Packaging Industry
The original paper under the same name by M.Karvonen & T.Kässi published in
internet, publishing pending
•The International theretical and practical conference •”THE XXXIX WEEK OF SCIENCE AND ACADEMIC RESEARCH AT SPBPU” •Lecture by Professor Tuomo Kassi
19.04.23 2
Themes of presentation
• 1) Introduce one special case of technological change concept of convergence the stage of convergence
• 2) Provide insights to the future competition between paper/printing and electronics How technological competencies are evolving in
convergent environments
• 3) Using patent data in the industry analysis
19.04.23 3
Using patent data in industry analysisAdvantages and
OpportunitiesLimitations and
Challenges
- Include citations to previous patents and to the scientific literature
- Possibility too study spill-overso evaluate the value of innovationso evaluate the “originality” and “generality”
of innovations- Possibility (regardless of the challenges)
to integrate data with other complementary information (financial data, alliance data etc.)
- Highly detailed information on the invention- Homogenous measure of technological novelty
and available for long time series- Largely available stock of patents- Data contained in patents are supplied in
voluntarily basis
- Not all innovation are patentedo not meet patentability criteriao strategic decision to patent vs. other means
of approbriability- Inter-industry and inter-firm differencies in
the propensity to patent - Filing patents under different names (eg.
subsidiaries) - Differences across countries in economic costs
and benefits of patents- “Truncation“ problem (especially forward
citation data)
19.04.23 4
Types of convergence and evolutionary phases
Substitutes Complements
Technology-based
convergence
Product-based
convergence
Technology
substitution
Product
substitution
Product
complementary
Technology
integration
Supply Side
Technological
Convergence
Knowledge
Technology
Applicational
Industry
Demand Side
Product
Convergence
•Adapted Stieglitz, 2003; Hacklin, 2008
19.04.23 5
Types of convergence
Industries/Firms(Supply)
Needs(Demand)
Technology
ConvergingMarkets
ComplementaryConvergence
CompetitiveConvergence”Coopetitive
paradigm”
”CooperativeParadigm”dominating
”Substitutiveparadigm” dominating
”Established vs. Entrants”
Examples of convergent developments (book ch.)
•Pulp and paper industry
•Process engineering, chemicals,•logistics
•Information technology
•Electronic tagging, identification, •item intelligence
•Intelligent
•packaging
•Paper/printing industry
•Mechanical engineering (R2R), •material development, chemicals
•Electronics industry
•Silicon electronics, display •technologies
•Printed
•intelligence
•Telecom industry
•Messaging, radio, phones
•Camera technology
•Optics, precision, processing•Camera
•phones
•Food industry
•Food, beverages, catering
•Life sciences
•Medicals, drugs, biotechnology•Functional
•foods
•Adapted Hacklin, 2008
19.04.23 7
Convergence process
IndustryA
IndustryB A B
Before convergence
AB
Industry convergence
A BAB
?
After convergence
19.04.23 8
Phases of convergence
Scientific/knowledge convergence
Distinct scientific disciplines beginningto cite each other and collaborate
Possible indicators:
Scientific articles; Science dominated emergence
Technology convergence
Distance between applied science andtechnology development decreases
Patent data and literature; Technology dominated emergence
Market/applicational convergence
New product-market combinations
General (business) media
Industry convergence
Fusion of firms or industry segments
Application dominated emergence
Market dominated emergence
•Curran & Leker, 2008
19.04.23 9
Patent classification, the IPC system- Hierarchical classification system of technologies- 8 sections- 120 classes- 628 sub-classes- approximately 70000 subdivisions (main groups
and subgroups)
19.04.23 10
Example of patent classificationG06K19/067; H05K3/38
“The present invention relates to a label to be attached to a surface, the label comprising a transponder. The label comprises a non-adherent flap which contains the transponder. The invention also relates to a web comprising a backing web and labels, and to a system comprising a surface and a label...”
Section Class Sub-class Group
G 06 K 19/00
19/067
main group
sub-group
Section G Physics
Class G06 Computing; calculating; counting
Sub-class G06K Regognition of data; presentation of data; record carriers; handling record carriers
Main group 19/00 Record carriers for use with machines and with at least a part designed to carry digital markings
Sub-group 19/067 ... with conductive marks, printed circuits or semiconductor circuit elements, e.g. credit or identity cards
19.04.23 11
Patents and citations
•
Time
Generation -1
Backward citations/Citations made
Generation 0 Generation +1
Patent
Patent
Patent
Patent
Patent
Patent
Patent
Patent
Forward citations/Citations received
Citing Cited
Knowledge spillovers Value of innovations
Citations and future competition
Patents
Patents
Patents
Patents
Patents
Citing”Backwards”Self-
citations
Withinindustry
Beyondindustry
Patents
Patents
Patents
Patents
Cited”Forwards” Self-
citations
Withinindustry
Beyondindustry
Generation 0Generation -1 Generation +1
- Self-citations indicating CAPABILITY- Distinguishing within and cross-industry citations
- External citations within industry COMPETITION-External citations beyond (cross-industry) DIVERSIFICATION
Citations and future competitive area
“Within industry” “Beyond industry border”
“Convergence beyond industry border”
Backward citations
Spill-over within industry
Spill-over from extra industry
Spill-over effects from extra industry increases
Self-citation Capability developmentin own fields
Capability diversification
Gradual capabilitymerging
External citation Competition Diversification Diversification to the new fields
Forward citations
Value of within industry inventions
Value of beyond industry inventions
Value of technology
Self-citation Core competence Competence in new fields
“Strategic duality”
External citation Technology dominance within industry
Technology dominance in new fields
Value of within and beyond industry technology
19.04.23 14
Upstream Electronics Players-26
Downstream Software Players-17
Paper and Printing Players-18
Vertically
Integrated
Electronics
Players-23
Data from PATSTAT
We analyzed the RFID value chain
19.04.23 15
Empirical analysis: DescriptivesIndustry /
IPC groupPaper & Printing
(N=18)Upstream electronics
(N=26)Vertically integrated
(N=23)Downstream players
(N=17)
Patent count 1978-2006
77 963 124 184 218 560 43 518
TOP50 IPC (%/all)
84.7% 87.6% 91.7% 98.0%
I Electrical engineering- Electronics & electrics (1,5,8)- Computer & Communication
(2,3,4,6,7)
22.3%
(7.2 %)(15.1 %)
80.8%
(46.1%)(34.7%)
88.7%
(24.3%)(64.4%)
95.8%
(2.2%)(93.6%)
II Instruments- Optics- Measurement- Control
16.5%(13.4%)(1.8%)(1.2%)
16.2%(4.7%)(5.4%)(5.4%)
6.9%(3.3%)(2.5%)(1.1%)
3.3%(0.4%)(1.1%)(1.8%)
III Chemistry - Macromolecular chemistry,
polymers- Basic material chemistry- Surface technology, coating
18.5%
(3.9%)(2.8%)(11.4%)
0.5%
--
(0.5%)
1.6%
(0.5%)-
(0.8%)
0.0%
---
IV Mechanical engineering- Handling- Paper machines- Other special machines
41.4%
(15.0%)(20.7%)(5.7%)
2.5%
(0.8%)-
(1.2%)
2.9%
(0.4%)(2.1%)(0.4%)
0.9%
(0.2%)(0.4%)
-
19.04.23 16
Paper/printing patents distribution
Paper & Printing firms patents distribution 1978-2006 (N=18)
0 %
20 %
40 %
60 %
80 %
100 %
1978
1979
1980
1981
1982
1983
1984
1985
1986
1987
1988
1989
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
Electricalengineering
Instruments
Chemistry
MechanicalEngineering
19.04.23 17
Citations made (”backwards”) Industry /
IPC group
Paper & Printing (N=18)
Upstream electronics
(N=27)
Vertically integrated
(N=24)
Downstream players (N=18)
Citations made
42 743
212 010
381 655
66 768
Citations (average) 0.55 1.71 1.75 1.53
TOP50 IPC (%/all)
76.9% 85.9% 85.3% 93.9%
Self citations
- Within industry - Beyond industry
4232 (9.9%) 70.4% 29.6%
16006 (7.5%) 85.4% 14.6%
48319 (12.7%) 89.8% 11.2%
5736 (8.6%) 95.1% 4.9%
External citations - Within industry - Beyond industry
38 511 (90.1%) 63.1% 36.9%
196 004 (92.5%) 82.7% 17.3%
333 336 (87.3%) 84.1% 15.9%
61 032 (91.4%) 90.7% 9.3%
Focusedresearch
Cabability diversication
Knowledge spill-overdiversication
19.04.23 18
Citations received -”forwards”
Industry /
IPC group
Paper & Printing (N=18)
Upstream electronics
(N=27)
Vertically integrated
(N=24)
Downstream players (N=18)
Patent count (citations received)
56,237 214,670 657,072 70,900
Citations received (average)
0.72 1.73 3.01 1.63
TOP50 IPC (%/All)
75.1% 84.1% 87.2% 95.3%
Self-citation count (%)
- Within industry - Beyond industry
4,740 (8.4%)
71.4% 29.6%
21,530 (10.0%)
86.0% 14.0%
70,051 (10.7%)
89.3% 10.7%
7,704 (10.9%)
95.8% 4.2%
External citations - Within industry - Beyond industry
51,497 (91.6%) 59.0% 41.0%
193,140 (90.0%) 79.9% 20.1%
587,021 (89.3%) 84.6% 15.4%
63,196 (89.1%) 91.9% 8.1%
New fieldsCapabilitydevelopment
Traditional fieldscapabilities
Market power
19.04.23 19
Paper & printing firms forward citations
Patent distribution, forward citations
0 %
20 %
40 %
60 %
80 %
100 %
1960
1962
1964
1966
1968
1970
1972
1974
1976
1978
1980
1982
1984
1986
1988
1990
1992
1994
1996
1998
2000
2002
2004
2006
Electricalengineering
Instruments
Chemistry
Mechanicalengineering
19.04.23 20
Paper & printing self citations
PPI sef citations, forward
0 %
20 %
40 %
60 %
80 %
100 %
1978
1979
1980
1981
1982
1983
1984
1985
1986
1987
1988
1989
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
Other
Electrical eng.
Instruments
Chemistry
Mechanical eng.
19.04.23 21
Patents and citations of converging areasIndustry /
IPC groupPaper & Printing
(N=18)Upstreamelectronics (N=27)
Verticallyintegrated
(N=24)
Downstream players (N=18)
Patents (IPC4)
1978–2006
Computer technology 15,314 44,196 175,965 55,915
Audio-visual technology 18,958 21,720 82,857 8,099
Semiconductors 12,065 126,732 131,428 767
Optics 30,999 14,457 21,619 375
Citations made/patent
(average) 1978–2006
Computer technologySelf-citations (%)
0.37(8.3%)
1.61(8.6%)
1.18(21.4%)
1.36(5.6%)
Audio-visual tech. Self-citations
0.62(10.3%)
2.51(5.4%)
1.82(13.1%)
3.25(1.6%)
SemiconductorsSelf-citations (%)
0.59(5.6%)
2.10(9.5%)
1.83(15.9%)
3.60(1.3%)
OpticsSelf-citations (%)
0.47(16.0%)
2.19(6.2%)
2.10(9.8%)
3.33(2.9%)
Citations received / Self-citations (%)
Computer technology 0.55(5.2%)
1.73(10.0%)
2.24(14.8%)
1.41(12.8%)
Audio-visual technology 0.86(8.7%)
1.98(7.7%)
3.05(9.2%)
2.41(5.1%)
Semiconductors 0.82(4.0%)
1.89(13.3%)
3.19(11.9%)
5.99(1.8%)
Optics 0.63(10.3%)
1.88(7.2%)
3.44(5.9%)
3.39(6.8%)
19.04.23 22
Computer technology patents
0 %
20 %
40 %
60 %
80 %
100 %
1978
1980
1982
1984
1986
1988
1990
1992
1994
1996
1998
2000
2002
2004
2006
Downstream
Integrated
Upstream
paper &printing
Forward citations; computer technology
0 %
20 %
40 %
60 %
80 %
100 %
1978
1980
1982
1984
1986
1988
1990
1992
1994
1996
1998
2000
2002
2004
2006
Downstream
Integrated
Upstream
Paper & printing
Computer technology, citations made
0 %
20 %
40 %
60 %
80 %
100 %
1978
1979
1980
1981
1982
1983
1984
1985
1986
1987
1988
1989
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
Downstream
Integrated
Upstream
Paper & printing
19.04.23 23
Case: Paper/printing and electronics
PaperIndustry
ElectronicsIndustry
”CompetitiveConvergence”
”ComplementaryConvergence”
Substitution effectsdominate
1978 2000 2018
Complementary / Substitution effects(# Technological Convergence)
ElectronicsIndustry
2008
”PaperElectronics”
PrintedIntelligence/
RFID
PaperIndustry
Complementaryeffectsdominate
”Spill-overeffects”
Value chaindeconstruction/ disintegration
Consolidation /Vertical integration
- Value chain reconfiguration- Incentives for collaboration (alliances, joint ventures, mergers)- Competence-enhancing
- New players (offensive)-Incentives for defensive vertical and horisontal mergers- Creative destruction andbusiness model collision- Importance of complementary assets (Electroninics industry)- Horisontal integration
Value chain convergence
PATSTAT Central Database
•APPLICATION
•Classes
•Applicants / •Inventors
•Publications•Citations
•Prioritities
•Families
•- Application Authority•- Application number•- Kind of application•- Filling date of application •- Type of intellectual • property rights•- Title of application •- Abstract of application
•- Applicant / Inventor name•- Applicant / Inventor address- Applicant / Inventor country code•- DocDB standard name
•- Identification of claimed priority•- Identification of designating • international application•- Identification of parent application•- Identification of technically • related application
•- IPC classification symbol•- National classification symbol
•- Publication Authority•- Publication number•- Publication kind •- Publication date
•- Identification of cited patent publication•- Cited non-patent literature text•- Category of the citation•- Origin of the citation
•INPADOC•legal status
Disscussion & Conclusions• Summary
– Assessment of overlapping technologies of distinct industries on the basis of patent data– Exemplary results (citations made and received) demonstrate partial convergence between
paper/printing and electonics industries– If monitoring can be achieved automatically from the patent data and without expert
knowledge, then should be interesting for also analysing other industry settings
• Limitations– Mostly evaluating technology development in ”converging environments”– Difficulties to combine IPC citations analysis and market evolution directly – Choice of database important– Country and industry spesifics need to be taken account
• Future views– If independent firm and technology field analyses, search-term, could be conducted from
patent data, approach should be unique - at least to our knowledge – Further testing of IPC-based analyses and possible proxies for convergence– Analyses of other areas of potential convergence
Disscussion & Conclusions
Knowledge spillovers from electronics to paper & printing firms suggests that industries are becoming more technologically convergent (backward citations)
- Challenging to evaluate exact competitive consequences only based on patent data– Paper & printing companies play a part in the competition (coopetition) with
electronics fields ( Complementary convergence)– Will paper/printing players come tomorrows electronic giants?– Business models collision in next 3-5 years?– Mergers and aqcuisitions of giant electronics industry players?
- Using patent and citation data in industry analysis
– Possibility to get an idea of the stage and effects of convergence phenomenon– Recognising trends early important– Patent and citations analysis can help
19.04.23 27