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Lärande i arbetet: indikatorer för att mäta lärande i arbetet med relevans för produktivitet och innovativitet
Luleå University of Technology, Department of Social Sciences, Technology and Arts, Humans and Technology.ORCID iD: 0000-0001-9257-4607
2023 (Swedish)Doctoral thesis, comprehensive summary (Other academic)Alternative title
Learning at work : indicators to measure learning at work with relevance for productivity and innovativeness (English)
Abstract [sv]

Idag kan inget land i världen helt beskriva sin ekonomiska utveckling. Anledningen är att information om hur företag bedriver sin verksamhet saknas i det gemensamma internationella systemet för uppföljning. Information om lärande i arbetet behöver finnas med i national-räkenskaperna. Detta eftersom informationen har visat sig vara av avgörande betydelse för att på ett rättvist sätt belysa utvecklingen. Statistiken måste kompletteras med en återkommande undersökning som mäter lärande i arbetet baserad på data som samlas in på organisatorisk nivå i företag och andra organisationer. 

Avhandlingens syfte är att bidra till utvecklingen av statistik genom att presentera indikatorer som belyser lärande i arbetet med hög relevans för produktivitet och innovativitet. Teori-genomgången och analyserna i avhandlingen visar att det är viktigt att skilja på olika delar av lärande i arbetet. Därför har tre delindikatorer skapats: arbetstagarnas lärande (individuellt lärande) och arbetsorganisation (deltagande/decentralisering) samt företagens övriga struk-turella förutsättningar för lärande (strukturellt lärande). Delindikatorerna har olika betydelse för produktivitet och innovativitet. Den samlade slutsatsen är dock att alla typer av företag har nytta av lärande i arbetet eftersom lärandet bidrar till innovativitet och produktivitet, det visar analyserna. Resultaten visar också att alla typer av företag har förutsättningar att utveckla och använda praktiker för lärande i arbetet. Alla företag har också behov av lärande i arbetet inte minst på grund av att strukturomvandlingen berör alla typer av verksamheter. Lärande i arbetet har blivit en nyckelfaktor för både arbetstagares utveckling och attraktionskraft på arbetsmarknaden och företagens konkurrenskraft.

Två svenska enkätundersökningar har använts i analyserna. De är Meadow 2009 (881 företag) och Nulägesundersökningen NU 2015 (1272 företag). Enkäterna är baserade på Meadow Guidelines arbetsgivarenkät som syftar till att samla in data på organisatorisk nivå om lärande arbetsorganisationer (Meadow Consortium, 2010). Enkätdata har matchats med innovations-data samt registerdata som beskriver företagens övriga verksamhetsförutsättningar och ekonomiska resultat. Analyserna i avhandlingen (och andra studier baserade på Meadow data) visar på robusta resultat baserade på beprövade data.

För Sveriges del finns det inte längre några tillräckligt vägande skäl att vänta på gemensamma beslut inom Europa, OECD eller FN för att ta fram statistik om lärande i arbetet. Sverige föreslås ta egna initiativ och utveckla data om lärande i arbetet. Dels för att mäta och följa den del av livslångt kontinuerligt lärande som sker i arbetet, dels för att Sverige är ett av de länder i världen där konkurrenskraft bygger på hög kvalitet i produktionen, vilket kräver kontinuerligt lärande i arbetet och information om dessa investeringar. Statistiken och indikatorerna förväntas användas inom ett flertal forsknings- och policyområden.

Abstract [en]

Today, no country in the world can fully describe its economic development. The reason is that information about how companies conduct their business is missing from the standardised international system for follow-up. Information about learning at work needs to be included in the System of National Accounts (SNA). Because the information has proven decisive importance to shed light on the development fairly, the statistics must be supplemented by a recurring survey that measures learning at work based on data collected at the organisational level in companies and other organisations.

The thesis aims to contribute to the development of statistics by presenting indicators highlighting learning at work with high relevance for productivity and innovativeness. The theory review and the analyses in the thesis show that it is important to distinguish between different parts of learning at work. Therefore, three sub-indicators are created: employees' learning (individual learning) and work organisation (participation/decentralisation), as well as the companies' other structural prerequisites for learning (structural learning). The sub-indicators have different meanings for productivity and innovativeness.  However, the overall conclusion is that all types of companies benefit from learning at work because learning contributes to innovativeness and productivity, the analyses show. The results also show that all kinds of companies have the conditions to develop and use workplace learning practices. All companies also need learning on the job, not least because structural transformation affects all types of operations. Learning at work has become a key factor for employee development and attractiveness in the labour market and companies' competitiveness.

Two Swedish surveys have been used: Meadow 2009 (881 companies) and Nulägesunder-sökningen NU 2015 (1272 companies), measuring each current situation. The questionnaires are based on the Meadow Guidelines employer questionnaire, which aims to collect data at the organisational level about learning work organisations (Meadow Consortium, 2010). Survey data has been matched with innovation and register data describing the companies' conditions and financial results. The analyses in the thesis (and other studies based on Meadow data) show robust results based on proven data.

For Sweden, there are no longer any sufficiently weighty reasons to wait for joint decisions within Europe, the OECD, or the UN to produce statistics on learning at work. Sweden is suggested to take the initiative and develop data on learning at work. Partly to measure and monitor the part of lifelong continuous learning that takes place at work and partly because Sweden is one of the countries in the world where competitiveness is based on high quality in production, which requires continuous learning at work and information about these investments. The statistics and indicators are expected to be used in a number of research and policy areas.

Place, publisher, year, edition, pages
Luleå: Luleå tekniska universitet, 2023. , p. 169
Series
Doctoral thesis / Luleå University of Technology, ISSN 1402-1544
National Category
Work Sciences
Research subject
Human Work Sciences
Identifiers
URN: urn:nbn:se:ltu:diva-101125ISBN: 978-91-8048-361-2 (print)ISBN: 978-91-8048-362-9 (electronic)OAI: oai:DiVA.org:ltu-101125DiVA, id: diva2:1793269
Public defence
2023-11-09, A109, Luleå tekniska universitet, Universitetsområdet, 971 87 Luleå, Luleå, 13:00 (Swedish)
Opponent
Supervisors
Note

Funder: Myndigheten för arbetsmiljökunskap; Arbetsmiljöverket

Available from: 2023-08-31 Created: 2023-08-31 Last updated: 2025-10-21Bibliographically approved
List of papers
1. Firms’ environment and competence portfolio
Open this publication in new window or tab >>Firms’ environment and competence portfolio
2011 (English)In: Learning Organisations Matters, Stockholm: Statistiska centralbyrån , 2011, p. 279-308Chapter in book (Other academic)
Abstract [en]

The main objective in this chapter is to examine the firm’s competence strategies: learning activities and organisational practices, and their relationship with the firm’s environment and economic output. The main conclusion is, besides that these activities and practices in firms can be measured, that they are heterogeneous across organisations, but not according to measurements of the firm’s environment, as theory defining organisational boundaries argue. Most of the learning activities and work practices are used in such a way that they make a common pattern; a few make their own patterns. An analytical scheme developed for analysis of a firm’s competence strategy is used in creation of the models and in the interpretation of the results, made by factor analysis and regression analysis.

Place, publisher, year, edition, pages
Stockholm: Statistiska centralbyrån, 2011
Keywords
Produktivitet, lärande i arbetet, arbetsorganisation, context
National Category
Work Sciences Economics and Business
Identifiers
urn:nbn:se:ltu:diva-101113 (URN)978-91-618-1539-5 (ISBN)
Funder
Statistiska centralbyrån (SCB), Arbetsmiljö, organisation och produktivitetStatistiska centralbyrån (SCB)
Available from: 2023-08-30 Created: 2023-08-30 Last updated: 2025-10-21Bibliographically approved
2. Work organisation and competence development in Swedish firms: Based on the Swedish Meadow Survey 2010
Open this publication in new window or tab >>Work organisation and competence development in Swedish firms: Based on the Swedish Meadow Survey 2010
2010 (English)In: Yearbook on Productivity 2010: Papers Presented at the Saltsjöbaden Conference October 2010 / [ed] Hans-Olof Hagén, Stockholm: Statistics Sweden , 2010, p. 143-217Conference paper, Published paper (Other academic)
Place, publisher, year, edition, pages
Stockholm: Statistics Sweden, 2010
Series
Yearbook on Productivity, ISSN 1654-0506
Identifiers
urn:nbn:se:ltu:diva-101119 (URN)
Conference
Statistics Sweden Saltsjöbaden Conference, Saltsjöbaden, Stockholm, October 2010
Available from: 2023-08-30 Created: 2023-08-30 Last updated: 2025-10-21Bibliographically approved
3. Bundles of practices versus TQM principles and their prediction for productivity
Open this publication in new window or tab >>Bundles of practices versus TQM principles and their prediction for productivity
2011 (English)In: Yearbook on Productivity 2011, Stockholm: Statistiska centralbyrån , 2011, p. 35-76Conference paper, Published paper (Other academic)
Abstract [en]

The main objective of this study is to compare the traditional TQM management concept with contemporary learning and work practices in firms in the business sector in Sweden. Will the use of one or both of the concepts predict higher value added per employee? The two management concepts are used as measurements of endogenous activities in the firm and are included in growth models. The concepts are based on new data from the Swedish Meadow Survey 2009 and matched with innovation data, ICT data, and register data for 2008 from Statistics Sweden. The Meadow Survey is based on the new proposed guideline of harmonising the collection and interpretation of data concerning work organisation and competence development in the European Union countries.

Place, publisher, year, edition, pages
Stockholm: Statistiska centralbyrån, 2011
Series
Yearbook on Productivity, ISSN 1654-0506
Keywords
Productivity, learning organisation, and work organisation, Produktivitet, lärande i arbetet, arbetsorganisation
National Category
Work Sciences Economics and Business
Identifiers
urn:nbn:se:ltu:diva-101116 (URN)
Conference
Saltsjöbaden Conference, October 2011, Saltsjöbaden, Sweden
Projects
Arbetsmiljö, arbetsorganisation och produktivitet
Funder
Statistiska centralbyrån (SCB)
Available from: 2023-08-30 Created: 2023-08-30 Last updated: 2025-10-21Bibliographically approved
4. Learning at Work and Productivity in Swedish Business Firms: Based on the Swedish MEADOW Survey 2009/2010
Open this publication in new window or tab >>Learning at Work and Productivity in Swedish Business Firms: Based on the Swedish MEADOW Survey 2009/2010
2017 (English)Licentiate thesis, comprehensive summary (Other academic)
Abstract [en]

The background of the thesis is the ongoing struggle for a better understanding of driving forces for economic growth. Some important and rewarding new steps have been taken in the last decades in economic growth theory research. For example, the theory includes the use of technology and the creation and implementation of new technology intertwined with management and learning practices at work. However, the knowledge development on the matter can be described as slow. The explanation is argued to be the lack of data, which complicates and prevents theory development. The lack of data and the intertwined dependence on the development of theory in the matter constitutes the starting point for the research in the thesis.This thesis aims to contribute to developing measures of management of work and learning practices at work that can be used in productivity models. The analyses are based on the micro-level data from the Swedish MEADOW Survey 2009/2010 at Statistics Sweden. Factor and regression analysis and other analytical techniques are also used. Some key findings are that management and learning practices at work in business firms are used in bundles. The results indicate synergy effects on performance when applying multiple management and learning practices. Two different management approaches are tested, and both predict productivity. However, the measure of the contemporary use has a better fitness than the theoretical model. Focus and delimitations of research questions in the forthcoming doctoral dissertation are discussed. See Future Research – the Logic Next Step, Chapter 6, Final Reflections.

Place, publisher, year, edition, pages
Stockholm: Kungliga Tekniska högskolan, 2017. p. 127
Series
TRITA-IEO, ISSN 1100-7982
Keywords
Productivity, management, learning, competence, development, practices, at work, bundles, factor analysis, regression analysis, Produktivitet, lärande i arbetet, arbetsorganisation, kompetens, utveckling, bundles, context, faktoranalys, regressionsanalys
National Category
Work Sciences Economics and Business
Identifiers
urn:nbn:se:ltu:diva-101117 (URN)978-91-7729-629-4 (ISBN)
Presentation
2017-12-18, hall 443, KTH, Kungliga tekniska högskolan, Lindstedtsvägen 30 SE-100 44 Stockholm, Sweden, SE-100 44 Stockholm, Sweden, 10:00 (English)
Opponent
Supervisors
Funder
Statistiska centralbyrån (SCB), Arbetsmiljö, arbetsorganisation, produktivitet
Available from: 2023-08-31 Created: 2023-08-31 Last updated: 2025-10-21Bibliographically approved
5. Synergier av HRM-praktiker bidrar till produktiviteten
Open this publication in new window or tab >>Synergier av HRM-praktiker bidrar till produktiviteten
2020 (Swedish)In: Arbetsmarknad & Arbetsliv, ISSN 1400-9692, Vol. 26, no 3, p. 26-48Article in journal (Refereed) Published
Abstract [sv]

Artikeln handlar om HRM-praktikerna lärande i arbete och arbetets organisering samt deras påverkan på produktiviteten, utifrån ett tillväxtteoretiskt perspektiv. Teorier beskriver dessa praktiker som tillväxthöjande, däremot saknas data som styrker detta i produktivitetsmodeller. Riktlinjer för data har tagits fram (Meadow Consortium, 2010), men de ingår inte i det europeiska eller svenska statistiska systemet. Våra beräkningar och analyser baseras på data insamlade enligt riktlinjerna för studier av praktikernas betydelse för produktiviteten (ibid.). Resultaten visar att ett samlat HRM-index predicerar produktivitet med mycket hög signifikans. Ju fler praktiker desto högre produktivitet. Artikeln bidrar med HRM:s betydelse för produktiviteten och hur HRM kan mätas.

Abstract [en]

The article is about HRM-practices at work and how they affect productivity, from a growth theory perspective. Theories describe these practices as growth-en-hancing. However, data about these practices in productivity models have long been lacking. Non-mandatory guidelines have been developed (Meadow Consor-tium, 2010). This analysis uses data following the proposed guidelines in studies of the impact of HRM-practices on productivity. Each practice by themself show low correlations, but an overall HRM-index predicts productivity with very high significance. The more practices, the higher the productivity. The article contributes to the knowledge of how HRM-practices can be measured and their importance for productivity.

Place, publisher, year, edition, pages
Karlstads universitet & Göteborgs universitet, 2020
Keywords
Work organisation, learning, HRM-system, participation, productivity, Arbetets organisering, delaktighet, HRM-system, lärande, produktivitet
National Category
Work Sciences
Research subject
Human Work Sciences
Identifiers
urn:nbn:se:ltu:diva-101122 (URN)
Note

Godkänd;2023;Nivå 0;2023-11-14 (hanlid);

Funder: Myndigheten för arbetsmiljökunskap; Arbetsmiljöverket;

Full text license: CC BY 4.0. Författare som bidrar till Arbetsmarknad & Arbetsliv behåller upphovsrätten till sina verk. Författare ger sitt medgivande att publicera sina artiklar under en Creative Commons-licens (Creative Commons CC-BY 4.0)

Available from: 2023-08-30 Created: 2023-08-30 Last updated: 2025-10-21Bibliographically approved
6. Ånyo frågan om lärande i arbetet: Konsekvenser för innovativitet och produktivitet
Open this publication in new window or tab >>Ånyo frågan om lärande i arbetet: Konsekvenser för innovativitet och produktivitet
(Swedish)Manuscript (preprint) (Other academic)
Abstract [en]

In Sweden, endogenous forces in companies are decisive for productivity. It is thirty years since the breakthrough in economic theory. Still, there is a lack of knowledge about their relationship with innovativeness and productivity. The shortcomings are partly due to a lack of data. Here, we take the operationalization of indicators that highlight learning at work a step further compared to the previous article in Arbetsmarknad_&_Arbetsliv. We present factor analysis that reveals learning patterns at work and regression analysis that validates the relevance of the indicators for innovation and productivity based on a representative sample of companies in Swedish business.

Abstract [sv]

I Sverige är endogena drivkrafter i företagen avgörande för produktiviteten. Även om det gått trettio år efter genombrottet i ekonomisk teori om dessa drivkrafter saknas kunskap om lärandets roll och sambanden med teknisk innovativitet och produktivitet. Bristerna beror delvis på avsaknad av data. I artikeln tar vi operationaliseringen av indikatorer som belyser lärande i arbetet ytterligare ett steg jämfört med tidigare artikel i Arbetsmarknad-& Arbetsliv. Vi baserar analyserna på ett representativt urval företag i svenskt näringsliv. I artikeln presenteras faktoranalys som avslöjar vissa generella mönster av lärande i arbetet och regressionsanalyser som validerar relevansen av indikatorerna för innovativitet och produktivitet.

Keywords
Collective, innovation, non-technological, prerequisites, structural factors, Förutsättningar, icke-teknisk, innovation, kollektivt, strukturfaktorer
National Category
Work Sciences Economics
Research subject
Human Work Sciences
Identifiers
urn:nbn:se:ltu:diva-101445 (URN)
Available from: 2023-09-25 Created: 2023-09-25 Last updated: 2025-10-21Bibliographically approved

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Citation style
  • apa
  • ieee
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  • vancouver
  • Other style
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  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
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