通過 EDIH 數字化成熟度評估工具 （DMAT） 揭示公司數字化模式.pdf

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1、26-27NovemberThe EggBrusselsUnveiling Firm Digitalisation Patterns through the EDIH Digital Maturity Assessment Tool(DMAT)26-27NovemberThe EggBrusselsJohan StakeEC Joint Research Centre,Unit for Digital Economy26-27NovemberThe EggBrusselsDMAT and its objectives-Evaluate the performance of the hub-Mo

2、nitor the increase in digital maturity of the organisations that have used the services of the network26-27NovemberThe EggBrussels26-27NovemberThe EggBrusselsDMAT SME Assessments over timeGood news-12thof November 10 000 assessments reached!-600-800 assessments per monthBad news-244 assessments for

3、t1-1,400 assessments made over 1 year ago missing follow-up-Quality of data(My favourite SME,VAT codes missing/wrong)26-27NovemberThe EggBrusselsDigital maturity of EDIH clients at T0Average total DMAT score40Digital Business Strategy47Digitalreadiness34Human-CentricDigitalisation50DataManagement49A

4、I&Automation19Green Digitalisation38Investments43Prepared-ness55Basic technologies50Advanced technologies18Skills46Engagement54Data management48Data Security48Green through ICT38ICT impact3826-27NovemberThe EggBrusselsDMAT score in T0 by countryDMAT scores between 30 to 50 for the majority of countr

5、iesLarge variation in the number of assessments-Latvia,Spain and Lithuania more than 600 assessments26-27NovemberThe EggBrusselsDMAT score in T0 by firm sizeDMAT score increases with size-Larger firms higher score than smaller firms-This holds for all dimensions-AI&Automation exhibits the largest di

6、fference between Large firms and SMEs26-27NovemberThe EggBrusselsDMAT score and number of DMATs by sectorDMAT score and number of assessments increases with more digital intensive sectorsMost assessments are in the sectors:-Manufacturing-Professional,scientific and technical-Wholesale and retail tra

7、de-Information and communication*only includes sectors with 60 assessments26-27NovemberThe EggBrusselsDimension development over T0 firmsFor firms of DMAT level Basic-Relatively more contribution from Strategy-Firms plan to invest in digitalisationFirms that receive Average level or more-Human-Centr

8、ic and Data Management increased contributionDevelopment in AI&Automation increases after for Moderately advancedGreen digitalisation seemingly constant development26-27NovemberThe EggBrusselsSpread of assessmentsExample using Human-Centric digitalisationLarge variations from estimated average score

9、s-Firms with low DMAT score but high score in Human-centric-Also firms with high DMAT score and low Human-centric scoreThere is a lot of variation in how firms digitalise and what digitalisation path they takeLow in Human-centricHigh in total DMATHigh in Human-centricLow in total DMAT26-27NovemberTh

10、e EggBrusselsDMAT score development from T0 to T1Scores increase in all dimensionsAverage total score increases from 37 to 44All dimensions increase 5-10 pointsLargest percentage increase,35%,in AI&AutomationAll subdimensions also increase,between 2 to 7 points-Data security 22%-Digital for Green 22

11、%-Staff skills21%Digital BusinessStrategyDigitalReadinessHuman-CentricDigitalisationDataManagementAI&AutomationGreenDigitalisationMean T0Mean T126-27NovemberThe EggBrusselsDMAT score development from T0 to T1Less digitalised firms increase their scores moreOn average firms with low DMAT scores in t0

12、 increase their scores relatively more in t1 than more digitalised firmsLonger time between t0 and t1 leads to higher score90%of firms increase their scores in second assessment26-27NovemberThe EggBrusselsDMAT score development from T0 to T1Less digitalised firms increase their scores moreOn average

13、 firms with low DMAT scores in t0 increase their scores relatively more in t1 than more digitalised firmsLonger time between t0 and t1 leads to higher score90%of firms increase their scores in second assessmentFirms that decrease total scoreby 10-40 points from t0 to t1?26-27NovemberThe EggBrusselsC

14、onclusionsDMAT is working and unveiling patterns of digitalisation for SMEsShowing the level of digitalisation of EDIH clients-Average DMAT score 40,i.e.there is room for improving the level of digital maturityShowing the digitalisation path of EDIH clients-Strategy first,advanced technologies later

15、-Large variation between firmsShowing the impact of EDIH interventions-Increase in all dimension scores from t0 to t1-Less digitalised firms increase their scores more26-27NovemberThe EggBrusselsImportant noteData quality is essential for evaluationTo be able to support EDIHs and evaluate the hubs:Delete test observations and report errorsFalse observations contribute to the evaluation of the EDIH!How to ensure second and third assessments?What feedback from the system would be beneficial for the work of the EDIHs?