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Implementation of Advanced                                                65th FPS
                                                                           Int. Con.
 Manufacturing Technology in the                                           June 2011


 Wood products Industry:
 Exploring role and potential of personnel in
 China’s furniture industry


 Na Yu and Siegfried Lewark




Institute of Forest Utilization and Work Science, University of Freiburg

College of Furniture and Industrial Design, Nanjing Forestry University
Introduction




20/6/11        56th FPS convention Portland, OR, USA   N. Yu and S. Lewark   2
Introduction (continue)


          Asking about innovation for next 1 or 2 years ~ (n=26)



                   23%
                                                                                             Yes

                                                                                             No

                                                                                             Not sure
             12%                                                               65%



          International Furniture Fair of IMM Cologne 2009


20/6/11                                56th FPS convention Portland, OR, USA         N. Yu and S. Lewark   3
M-T-O model

          Elements of a working system (after Strohm 1997, transl. S. Lewark)
                                                                   - qualifications
                                                               - interests and needs
                                                                         man

                                                                    primary task
                   border regulation




                                                                                                                        border regulation
                                                                                                                        border regulation
           input                       variations and   transformation process                      variations and                          output
                                       disturbances                                                 disturbances

                                                                secondary tasks

                                        technology                                              organisation
                                                                       problems
                                       - machinery                                     - working processes
                                       - working tools                                 - distribution of work
                                       - space conditions                              - structures of decision
                                                                                       - structures of communication

20/6/11                                                 56th FPS convention Portland, OR, USA            N. Yu and S. Lewark                         4
Research questions


              What are drivers and barriers to the implementation
          1   of AMT in China’s furniture industry?




          2   What are impacts of implementing AMT on employees?




              What can be done in the implementation of AMT regarding
              potential of personnel?




20/6/11                    56th FPS convention Portland, OR, USA   N. Yu and S. Lewark   5
Research methods


          Case study method (Yin, 2002) .

          Face to face interviews with open-ended questions

          Questionnaire survey

     ( Job Diagnostic Survey [JDS], Hackman and Oldham1974)




                                                                   ?
20/6/11                          56th FPS convention Portland, OR, USA   N. Yu and S. Lewark   6
Cases selection




20/6/11           56th FPS convention Portland, OR, USA   N. Yu and S. Lewark   7
Cases description


          Category          Firm A                    Firm B                        Firm C                     Firm D
          Location         Jiangsu                Guangdong                        Shenzhen                  Zhejiang
            Size           Medium                    Medium                          Large                     Large
     Population of
      Employees           500-1000                  500-1000                          2000                          2000
                         Kitchen and             Kitchen and
   Type of Product      home furniture          home furniture                   Home furniture         Office furniture
                       Sino-foreign joint                                                                 Sino-foreign
          Ownership        venture                    Private                        Public               joint venture
           Process
          Innovation       CIM/MC                    CIM/MC                           CIM                     CIM/LP
            Start of
          Innovation     2009.4/2003            2006.9/2006.9                       2009.5               2009.4/2008.7

      CIM: computer integrated manufacturing; MC: mass customization; LP: lean production.



20/6/11                                  56th FPS convention Portland, OR, USA                N. Yu and S. Lewark          8
Research procedure



                                       Study period
                                        (One year)


                       The process of implementing AMT


          The first field work                                The second field work
           & data collection                                    & data collection
           (May-Aug. 2009)                                       (May-Aug. 2010)



                         Keeping in touch by phone with
                             production managers




20/6/11                          56th FPS convention Portland, OR, USA       N. Yu and S. Lewark   9
Research procedure (cont.)
          First survey                                               Second survey

          2009.5-8 Questionnaire survey                                2010.5-8 Questionnaire survey
                    Interviews                                                    Interviews

      The AMT implementation processes




                   Firm A                    Firm A


                             Firm B                                           Firm B

                   Firm C                    Firm C


                   Firm D                    Firm D

20/6/11                               56th FPS convention Portland, OR, USA            N. Yu and S. Lewark   10
Interviews (cont.)


           1         Description of respondents

Code           Firm A       Firm B                      Firm C                          Firm D
               A-1          B-1          B-2            C-1                C-2          D-1             D-2            D-3
Position       Production   Production   Human          Production         Supervisor   Production      Human          AMT
               manager      manager      resource       manager            in           manager         resource       Project
                                         manager                           production                   management     specialist
                                                                                                        specialist
Sex            Male         Male         Male           Male               Male         Female          Female         Female
Age (y)        30–39        30–39        30–39          30–39              30–39        30–39           25–30          25–30
Education      Master       Bachelor     Master         College            College      Secondary       Bachelor       Secondary
                                                                                        school                         school
Working        4            3            1              5                  2            3.5             1.5            2
experience
(y)




 20/6/11                                       56th FPS convention Portland, OR, USA             N. Yu and S. Lewark   11
Interviews (cont.)


          2       Interview questions


     • What were key drivers of introducing new AMT in the firm?

     • What were main barriers in the process of implementing AMT?

     • How long did it take the workers to accept the new working system?

     • Were the employees willing to accept the new working system?

     • How did you motivate the employees in the process of

              implementing AMT?



20/6/11                           56th FPS convention Portland, OR, USA   N. Yu and S. Lewark   12
Interviews (cont.)


          3      Data collection and analysis

          Simultaneously recorded by a digital recorder &
          handnotes

          Translated by the author from Chinese into English.
           A bilingual person proofread and corrected the
          translations

          Qualitative data analysis (Miles and Huberman,1994)
          : reducing the data         exploring and describing
          the data       deepening and explaining the data
          making sense of the data and concluding the analysis



20/6/11                            56th FPS convention Portland, OR, USA   N. Yu and S. Lewark   13
Results – Key drivers
                         Firm A                      Firm B                   Firm C                   Firm D
Production   ·The need to improve             ·The need to improve    ·The need to improve     ·The need to improve
process      productivity and product         productivity and        productivity and         productivity and
             quality                          product quality         product quality          product quality

             ·The need to improve land        ·Requirement of
             productivity (referring to the   changes in production
             limitation of land resources)    process to meet wide
                                              range of products
             ·The need to reduce human        ·The need to reduce
             error in production              human error in
                                              production
Human side   ·Difficulties in recruitment     ·The need to reduce     ·Difficulties in         ·The need to reduce
             caused by shortage of skilled    dependence on the       recruitment caused by    dependence on the
             workers                          work skills of          shortage of skilled      work skills of
                                              employees               workers                  employees
             ·Increased labor costs                                   ·The need to reduce
                                                                      dependency on the
                                                                      work skills of
                                                                      employees
                                                                      ·Increased labor costs
Others       ·Introducing new production      ·Facing bankruptcy      ·Requirement of          ·Decision of top
             line                                                     changes in               manager were
                                                                      management               Influenced by visiting a
                                                                                               successful firm in
                                                                                               process innovation
Results – Main barriers
                     Firm A                     Firm B                     Firm C                  Firm D
Preparation   ·Difficulties for middle   ·Difficulties for middle       ·Difficulties for middle   ·Difficulties for middle
  phase       managers and               managers and                   managers and               managers and
              supervisors to             supervisors to                 supervisors to             supervisors to
              understand the new         understand the new             understand the new         understand the new
              production concept         production concept             production concept         production concept
                                         ·Difficulties for first line   ·Lack of confidence in     ·Difficulties for first line
                                         workers to understand          the new working            workers to understand
                                         the new production             system of middle           the new production
                                         concept                        managers and               concept
                                                                        supervisors
                                         ·Unwilling to accept           ·Unwilling to accept the
                                         the new working                new working system
                                         system for skilled             for skilled workers
                                         workers
Application   ·Difficulties in           ·Difficulties in process       ·Shortage of qualified     ·Difficulties in
  phase       Communication              improvement and                staff and workers          Communication
              between management         optimization                                              between management
              and worker levels                                                                    and worker levels
              ·Shortage of qualified     ·Shortage of of                ·Insufficient              ·Insufficient
              staff and workers          qualified staff and            understanding and          understanding and
                                         workers                        cooperation from other     cooperation from other
                                                                        departments                departments
              ·Ill-matched               ·Unsatisfied
              organizational structure   Organization
                                         environment
Questionnaire survey


          1     Questionnaire Design

              Functionally designed based on the JDS. 9 sections and 18 indicators.
              The JDS provides measures of a number of personal, affective reactions or
              feelings a person obtains from performing the job.


          2     Target group
              Employees who were participating the implementation of AMT in the
              case-study firms.

          3     Data collection


          4     Data analysis

20/6/11                             56th FPS convention Portland, OR, USA   N. Yu and S. Lewark   16
Indicators

N.         Abb.             Indicator                       N.        Abb.                 Indicator
                          Skill variety                     10                      Knowledge of results
                          Task identity                     11                       General satisfaction

                        Task significance                   12                    Internal work motivation
                           Autonomy                         13                         Pay satisfaction
                   Feedback from the job itself             14                      Security satisfaction
                     Feedback from Agents                   15                        Social satisfaction
                       Dealing with others                  16                     Supervisory satisfaction
                  Experienced meaningfulness
                                                            17                       Growth satisfaction
                            of the work
                  Experienced responsibility for
                                                            18                    Motivation potential score
                              the work

                                                                                 SV + TI + TS 
                                                                          MPS = 
                                                                                               × Au × FJ
                                                                                      3       
 20/6/11                                  56th FPS convention Portland, OR, USA          N. Yu and S. Lewark   17
Data collection




                             First survey (T1)                              Second survey (T2)
                        Frequency            Valid Percent              Frequency             Valid Percent
           Firm A          68                      29.7%                  101                         18.1%
           Firm B          59                      25.8%                  182                         32.7%
           Firm C          24                      10.5%                   85                         15.3%
           Firm D          78                      34.1%                  189                         33.9%
          Valid Total     229                     100.0%                  557                     100.0%


20/6/11                         56th FPS convention Portland, OR, USA           N. Yu and S. Lewark      18
Data analysis
        Correlation among indicators of the questionnaire survey (n=229)
        SV        TI      TS       Au        FJ      FA      DO       EMW        ERW       KR        GeS     IWM        PaS        SeS       SoS          SuS     GrS      MPS

SV     1.00                               Feedback Feedback Dealing    Experienced   Knowledge General              Payment                Social Supervisory Growth
                                          from the from      with      meaningfulness of results satisfaction       satisfaction         satisfaction satisfaction satisfaction
TI     ,251**   1.00
                                          job itself Agents others     of the work
TS     ,172**   ,197**   1.00

Au     ,354**   ,322**   ,271* * 1.00

FJ     ,193**   ,264**   ,256* * ,329**    1.00                                            **Correlation is significant at the 0.01 level (2-tailed) ;
FA     0.12     ,368**   ,252* * ,316**    ,449**   1.00                                   * Correlation is significant at the 0.05 level (2-tailed);
DO     ,213**   ,171**   ,340* * 0.13      ,180**   ,215* * 1.00                           Listwise N=229
EMW    ,239**   ,300**   ,233* * ,274**    ,235**   ,361* * ,136*     1.00

ERW    ,159*    ,212**   ,230* * ,228**    ,196**   ,277* * ,143*     ,382**    1.00

KR     ,153*    ,272**   ,173* * ,253**    ,411**   ,332* * 0.06      ,369**    ,336**    1.00
GeS    ,155*    ,187**   ,225* * ,281**    ,211**   ,326* * ,131*     ,604**    ,370**    ,282* * 1.00

IWM    0.08     0.07     0.10    ,141*     ,221**   ,197* * ,261**    0.08      ,247**    ,152*     ,177**   1.00

PaS    -0.13    0.05     0.08    ,170*     ,166*    ,218* * ,245**    ,215**    ,217**    0.11      ,424**   ,185* * 1.00

SeS    ,225**   0.12     ,204* * ,345**    ,343**   ,187* * ,153*     ,327**    ,249**    ,254* * ,442**     ,173* * ,337* * 1.00

SoS    0.08     ,246**   ,160*   ,244**    ,270**   ,196* * ,177**    ,232**    ,304**    ,216* * ,363**     ,180* * ,221* * ,324* * 1.00

SuS    0.11     ,269**   ,160*   ,302**    ,328**   ,421* * ,163*     ,313**    ,331**    ,354* * ,429**     ,197* * ,440* * ,441* * ,433* * 1.00

GrS    ,265**   ,245**   ,239* * ,523**    ,345**   ,344* * ,190**    ,375**    ,329**    ,262* * ,464**     ,177* * ,346* * ,397* * ,474* * ,479* * 1.00

MPS    ,501**   ,513**   ,480* * ,792**    ,710**   ,478* * ,270**    ,383**    ,308**    ,396* * ,319**     ,212* * ,189* * ,432* * ,337* * ,384* * ,544* * 1.00


      20/6/11                                               56th FPS convention Portland, OR, USA                    N. Yu and S. Lewark             19
Data collection (Cont.)


          Factors            Levels                              Factors               Levels

           Sex               Female                                    /                   /

                              Male

           Age              Under 30                         Occupation              Manager

                              30-40                                          White-collar worker

                            Above 40                                          Blue-collar worker

                    Primary school and junior
Educational level          middle school                 Work experience          Less 2 years

                    High school and vocational
                                school                                             2 - 5 years

                      College and University                                      Over 5 years




20/6/11                            56th FPS convention Portland, OR, USA   N. Yu and S. Lewark   20
Results (occupation)




                                                                   Mean
                                                             df    Square          F        Sig.
                                                Occupation   2     50979.39        16.47    .00**
                                                Phase        1     290.6           0.09     .76
                                                Occupatio
                                                *Phase       2     19106.07        6.17     .00**

                                                ** P<.001




20/6/11        56th FPS convention Portland, OR, USA         N. Yu and S. Lewark       21
Results (cont.)
                                                                         N          Mean     SD          F           Sig.
                                                        SV      M        78         4.95    1.01      12.46          .00**
                7.00                                            W       122         4.3     1.26

                6.50                                            B       357         4.21    1.19
                                                         TI     M        78         5.09    1.13      14.65          .00**
                6.00
                                                                W       122         4.67    1.29
                5.50                                            B       357         4.33    1.15

                5.00                                    TS      M        78         5.81     1.1       19.5          .00**
                                                                W       122         5.61    1.12
                4.50
                                                                B       357         5.03    1.25
                4.00                                    Au      M        78         5.16    0.94       22.8          .00**

                3.50                                            W       122         4.6     1.07
                                                                B       357         4.24    1.19
                3.00
                                                        FJ M
                       SV   TI   TS   Au    FJ   FA    DO EMWERW KR GeS IWM PaS SeS 15.42 SuS .00**
                                                               78     5.3   1.04     SoS      GrS
                                                                W       122         5.16     1.1
                                 Managers                    B     357
                                                      Blue-collar workers           4.68 White-collar workers
                                                                                           1.11
                                                       ** P<.001
          The JDS indicators of employees in different occupational groups in the second phase (T2)


20/6/11                                     56th FPS convention Portland, OR, USA              N. Yu and S. Lewark           22
Results (cont.)


                           Psychological barriers of blue-collar workers
          Occupation


                               Emerging role of female employees
             Sex


                       Different psychological barriers for younger and older employees
             Age


                             Significant differences between employees
          Education
                            with and without higher education background


                       Work experience is a positive factor for the AMT implenentation
    Work experience



20/6/11                           56th FPS convention Portland, OR, USA   N. Yu and S. Lewark   23
Conclusions


          Technological and nontechnological issues should both be considered
          during process innovation.


          Work redesign and motivating employees according to the results of the
          assessment to eliminate people’s psychological barriers is necessary for
          successful process innovation.



          Integrating Human to advanced manufacturing system !




20/6/11                        56th FPS convention Portland, OR, USA   N. Yu and S. Lewark   24
Acknowledgment:
          The Elisabeth und Barbara Grammel-Studienstiftung
          Graduate School Environment, Society and Global Change


20/6/11                           56th FPS convention Portland, OR, USA   N. Yu and S. Lewark   25

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Implementation of Advanced Manufacturing Technology in China's Furniture Industry: Exploring the Role and Potential of Personnel

  • 1. Implementation of Advanced 65th FPS Int. Con. Manufacturing Technology in the June 2011 Wood products Industry: Exploring role and potential of personnel in China’s furniture industry Na Yu and Siegfried Lewark Institute of Forest Utilization and Work Science, University of Freiburg College of Furniture and Industrial Design, Nanjing Forestry University
  • 2. Introduction 20/6/11 56th FPS convention Portland, OR, USA N. Yu and S. Lewark 2
  • 3. Introduction (continue) Asking about innovation for next 1 or 2 years ~ (n=26) 23% Yes No Not sure 12% 65% International Furniture Fair of IMM Cologne 2009 20/6/11 56th FPS convention Portland, OR, USA N. Yu and S. Lewark 3
  • 4. M-T-O model Elements of a working system (after Strohm 1997, transl. S. Lewark) - qualifications - interests and needs man primary task border regulation border regulation border regulation input variations and transformation process variations and output disturbances disturbances secondary tasks technology organisation problems - machinery - working processes - working tools - distribution of work - space conditions - structures of decision - structures of communication 20/6/11 56th FPS convention Portland, OR, USA N. Yu and S. Lewark 4
  • 5. Research questions What are drivers and barriers to the implementation 1 of AMT in China’s furniture industry? 2 What are impacts of implementing AMT on employees? What can be done in the implementation of AMT regarding potential of personnel? 20/6/11 56th FPS convention Portland, OR, USA N. Yu and S. Lewark 5
  • 6. Research methods Case study method (Yin, 2002) . Face to face interviews with open-ended questions Questionnaire survey ( Job Diagnostic Survey [JDS], Hackman and Oldham1974) ? 20/6/11 56th FPS convention Portland, OR, USA N. Yu and S. Lewark 6
  • 7. Cases selection 20/6/11 56th FPS convention Portland, OR, USA N. Yu and S. Lewark 7
  • 8. Cases description Category Firm A Firm B Firm C Firm D Location Jiangsu Guangdong Shenzhen Zhejiang Size Medium Medium Large Large Population of Employees 500-1000 500-1000 2000 2000 Kitchen and Kitchen and Type of Product home furniture home furniture Home furniture Office furniture Sino-foreign joint Sino-foreign Ownership venture Private Public joint venture Process Innovation CIM/MC CIM/MC CIM CIM/LP Start of Innovation 2009.4/2003 2006.9/2006.9 2009.5 2009.4/2008.7 CIM: computer integrated manufacturing; MC: mass customization; LP: lean production. 20/6/11 56th FPS convention Portland, OR, USA N. Yu and S. Lewark 8
  • 9. Research procedure Study period (One year) The process of implementing AMT The first field work The second field work & data collection & data collection (May-Aug. 2009) (May-Aug. 2010) Keeping in touch by phone with production managers 20/6/11 56th FPS convention Portland, OR, USA N. Yu and S. Lewark 9
  • 10. Research procedure (cont.) First survey Second survey 2009.5-8 Questionnaire survey 2010.5-8 Questionnaire survey Interviews Interviews The AMT implementation processes Firm A Firm A Firm B Firm B Firm C Firm C Firm D Firm D 20/6/11 56th FPS convention Portland, OR, USA N. Yu and S. Lewark 10
  • 11. Interviews (cont.) 1 Description of respondents Code Firm A Firm B Firm C Firm D A-1 B-1 B-2 C-1 C-2 D-1 D-2 D-3 Position Production Production Human Production Supervisor Production Human AMT manager manager resource manager in manager resource Project manager production management specialist specialist Sex Male Male Male Male Male Female Female Female Age (y) 30–39 30–39 30–39 30–39 30–39 30–39 25–30 25–30 Education Master Bachelor Master College College Secondary Bachelor Secondary school school Working 4 3 1 5 2 3.5 1.5 2 experience (y) 20/6/11 56th FPS convention Portland, OR, USA N. Yu and S. Lewark 11
  • 12. Interviews (cont.) 2 Interview questions • What were key drivers of introducing new AMT in the firm? • What were main barriers in the process of implementing AMT? • How long did it take the workers to accept the new working system? • Were the employees willing to accept the new working system? • How did you motivate the employees in the process of implementing AMT? 20/6/11 56th FPS convention Portland, OR, USA N. Yu and S. Lewark 12
  • 13. Interviews (cont.) 3 Data collection and analysis Simultaneously recorded by a digital recorder & handnotes Translated by the author from Chinese into English. A bilingual person proofread and corrected the translations Qualitative data analysis (Miles and Huberman,1994) : reducing the data exploring and describing the data deepening and explaining the data making sense of the data and concluding the analysis 20/6/11 56th FPS convention Portland, OR, USA N. Yu and S. Lewark 13
  • 14. Results – Key drivers Firm A Firm B Firm C Firm D Production ·The need to improve ·The need to improve ·The need to improve ·The need to improve process productivity and product productivity and productivity and productivity and quality product quality product quality product quality ·The need to improve land ·Requirement of productivity (referring to the changes in production limitation of land resources) process to meet wide range of products ·The need to reduce human ·The need to reduce error in production human error in production Human side ·Difficulties in recruitment ·The need to reduce ·Difficulties in ·The need to reduce caused by shortage of skilled dependence on the recruitment caused by dependence on the workers work skills of shortage of skilled work skills of employees workers employees ·Increased labor costs ·The need to reduce dependency on the work skills of employees ·Increased labor costs Others ·Introducing new production ·Facing bankruptcy ·Requirement of ·Decision of top line changes in manager were management Influenced by visiting a successful firm in process innovation
  • 15. Results – Main barriers Firm A Firm B Firm C Firm D Preparation ·Difficulties for middle ·Difficulties for middle ·Difficulties for middle ·Difficulties for middle phase managers and managers and managers and managers and supervisors to supervisors to supervisors to supervisors to understand the new understand the new understand the new understand the new production concept production concept production concept production concept ·Difficulties for first line ·Lack of confidence in ·Difficulties for first line workers to understand the new working workers to understand the new production system of middle the new production concept managers and concept supervisors ·Unwilling to accept ·Unwilling to accept the the new working new working system system for skilled for skilled workers workers Application ·Difficulties in ·Difficulties in process ·Shortage of qualified ·Difficulties in phase Communication improvement and staff and workers Communication between management optimization between management and worker levels and worker levels ·Shortage of qualified ·Shortage of of ·Insufficient ·Insufficient staff and workers qualified staff and understanding and understanding and workers cooperation from other cooperation from other departments departments ·Ill-matched ·Unsatisfied organizational structure Organization environment
  • 16. Questionnaire survey 1 Questionnaire Design Functionally designed based on the JDS. 9 sections and 18 indicators. The JDS provides measures of a number of personal, affective reactions or feelings a person obtains from performing the job. 2 Target group Employees who were participating the implementation of AMT in the case-study firms. 3 Data collection 4 Data analysis 20/6/11 56th FPS convention Portland, OR, USA N. Yu and S. Lewark 16
  • 17. Indicators N. Abb. Indicator N. Abb. Indicator Skill variety 10 Knowledge of results Task identity 11 General satisfaction Task significance 12 Internal work motivation Autonomy 13 Pay satisfaction Feedback from the job itself 14 Security satisfaction Feedback from Agents 15 Social satisfaction Dealing with others 16 Supervisory satisfaction Experienced meaningfulness 17 Growth satisfaction of the work Experienced responsibility for 18 Motivation potential score the work  SV + TI + TS  MPS =    × Au × FJ  3  20/6/11 56th FPS convention Portland, OR, USA N. Yu and S. Lewark 17
  • 18. Data collection First survey (T1) Second survey (T2) Frequency Valid Percent Frequency Valid Percent Firm A 68 29.7% 101 18.1% Firm B 59 25.8% 182 32.7% Firm C 24 10.5% 85 15.3% Firm D 78 34.1% 189 33.9% Valid Total 229 100.0% 557 100.0% 20/6/11 56th FPS convention Portland, OR, USA N. Yu and S. Lewark 18
  • 19. Data analysis Correlation among indicators of the questionnaire survey (n=229) SV TI TS Au FJ FA DO EMW ERW KR GeS IWM PaS SeS SoS SuS GrS MPS SV 1.00 Feedback Feedback Dealing Experienced Knowledge General Payment Social Supervisory Growth from the from with meaningfulness of results satisfaction satisfaction satisfaction satisfaction satisfaction TI ,251** 1.00 job itself Agents others of the work TS ,172** ,197** 1.00 Au ,354** ,322** ,271* * 1.00 FJ ,193** ,264** ,256* * ,329** 1.00 **Correlation is significant at the 0.01 level (2-tailed) ; FA 0.12 ,368** ,252* * ,316** ,449** 1.00 * Correlation is significant at the 0.05 level (2-tailed); DO ,213** ,171** ,340* * 0.13 ,180** ,215* * 1.00 Listwise N=229 EMW ,239** ,300** ,233* * ,274** ,235** ,361* * ,136* 1.00 ERW ,159* ,212** ,230* * ,228** ,196** ,277* * ,143* ,382** 1.00 KR ,153* ,272** ,173* * ,253** ,411** ,332* * 0.06 ,369** ,336** 1.00 GeS ,155* ,187** ,225* * ,281** ,211** ,326* * ,131* ,604** ,370** ,282* * 1.00 IWM 0.08 0.07 0.10 ,141* ,221** ,197* * ,261** 0.08 ,247** ,152* ,177** 1.00 PaS -0.13 0.05 0.08 ,170* ,166* ,218* * ,245** ,215** ,217** 0.11 ,424** ,185* * 1.00 SeS ,225** 0.12 ,204* * ,345** ,343** ,187* * ,153* ,327** ,249** ,254* * ,442** ,173* * ,337* * 1.00 SoS 0.08 ,246** ,160* ,244** ,270** ,196* * ,177** ,232** ,304** ,216* * ,363** ,180* * ,221* * ,324* * 1.00 SuS 0.11 ,269** ,160* ,302** ,328** ,421* * ,163* ,313** ,331** ,354* * ,429** ,197* * ,440* * ,441* * ,433* * 1.00 GrS ,265** ,245** ,239* * ,523** ,345** ,344* * ,190** ,375** ,329** ,262* * ,464** ,177* * ,346* * ,397* * ,474* * ,479* * 1.00 MPS ,501** ,513** ,480* * ,792** ,710** ,478* * ,270** ,383** ,308** ,396* * ,319** ,212* * ,189* * ,432* * ,337* * ,384* * ,544* * 1.00 20/6/11 56th FPS convention Portland, OR, USA N. Yu and S. Lewark 19
  • 20. Data collection (Cont.) Factors Levels Factors Levels Sex Female / / Male Age Under 30 Occupation Manager 30-40 White-collar worker Above 40 Blue-collar worker Primary school and junior Educational level middle school Work experience Less 2 years High school and vocational school 2 - 5 years College and University Over 5 years 20/6/11 56th FPS convention Portland, OR, USA N. Yu and S. Lewark 20
  • 21. Results (occupation) Mean df Square F Sig. Occupation 2 50979.39 16.47 .00** Phase 1 290.6 0.09 .76 Occupatio *Phase 2 19106.07 6.17 .00** ** P<.001 20/6/11 56th FPS convention Portland, OR, USA N. Yu and S. Lewark 21
  • 22. Results (cont.) N Mean SD F Sig. SV M 78 4.95 1.01 12.46 .00** 7.00 W 122 4.3 1.26 6.50 B 357 4.21 1.19 TI M 78 5.09 1.13 14.65 .00** 6.00 W 122 4.67 1.29 5.50 B 357 4.33 1.15 5.00 TS M 78 5.81 1.1 19.5 .00** W 122 5.61 1.12 4.50 B 357 5.03 1.25 4.00 Au M 78 5.16 0.94 22.8 .00** 3.50 W 122 4.6 1.07 B 357 4.24 1.19 3.00 FJ M SV TI TS Au FJ FA DO EMWERW KR GeS IWM PaS SeS 15.42 SuS .00** 78 5.3 1.04 SoS GrS W 122 5.16 1.1 Managers B 357 Blue-collar workers 4.68 White-collar workers 1.11 ** P<.001 The JDS indicators of employees in different occupational groups in the second phase (T2) 20/6/11 56th FPS convention Portland, OR, USA N. Yu and S. Lewark 22
  • 23. Results (cont.) Psychological barriers of blue-collar workers Occupation Emerging role of female employees Sex Different psychological barriers for younger and older employees Age Significant differences between employees Education with and without higher education background Work experience is a positive factor for the AMT implenentation Work experience 20/6/11 56th FPS convention Portland, OR, USA N. Yu and S. Lewark 23
  • 24. Conclusions Technological and nontechnological issues should both be considered during process innovation. Work redesign and motivating employees according to the results of the assessment to eliminate people’s psychological barriers is necessary for successful process innovation. Integrating Human to advanced manufacturing system ! 20/6/11 56th FPS convention Portland, OR, USA N. Yu and S. Lewark 24
  • 25. Acknowledgment: The Elisabeth und Barbara Grammel-Studienstiftung Graduate School Environment, Society and Global Change 20/6/11 56th FPS convention Portland, OR, USA N. Yu and S. Lewark 25