3,336 research outputs found

    European Arctic Initiatives Compendium

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    Julkaistu versi

    Emergency management competence needs: Education and training for key emergency management personnel in a maritime Arctic environment MARPART2-(MAN), Project Report 2

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    This report focuses on competence demands among key management personnel responsible for maritime emergency response. The report has a special focus on competence challenges related to operations in an Arctic environment

    Sector skills assessment : transportation and storage sector

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    Developing appropriate workforce skills for Australia's emerging digital economy: working paper

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    This research explores the current digital skills demand-and-supply situation in Australia for the general workforce (rather than for ICT specialists). The research approach includes a review of international frameworks of digital skills and case studies in the transport, postal and warehousing, and public administration and safety industries. These industries were selected because a key threat to their productivity, and therefore their contribution to the national economy, is a workforce with inadequate digital skills. A survey of human resources, skills and training decision-makers across Australian industry more generally was also undertaken, with specific attention given to the skills impact of digitalisation

    In Focus of Comparing with Korean Case

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    This study predicts the short โ€“ term manpower demand of the shipping and port logistics industry in Malaysia by applying trend analysis and regression analysis on the relevant industrial indicators. Forecasted results are then compared to the outcomes of the forecasted result for human resource demand in Korea. Coping with Malaysiaโ€™s new port development at Straits of Malacca, the over dependency on foreign labour force is highlighted across the mass media. Hence, this study would like to draw focal attention on the urge to gather data from all relevant sub โ€“ sectors of shipping and port logistics industry in Malaysia; and then forecast in detail the total manpower demand for the abovementioned industry. On top of that, this study also aims to provide a specific overview on the changes of employment trends over the years for all sub โ€“ sectors relevant to shipping and port logistics industry in Malaysia. This study utilizes data from โ€˜ Economy Census Report 2011 โ€“ Transportation and Storage Servicesโ€™ published by Department of Statistics Malaysia which is usually updated once in every 5 year starting from 2000 with reference to the year before. Hence, this paper has used data from year 2000 to year 2010 to forecast the required manpower for year 2011. Result shows that the total short โ€“ term forecasted human resource demand for year 2011 is 75, 956 people. Comparing to year 2010, it is a slight decrease of 0.44%. Meanwhile, the findings of this study reveals that the sub โ€“ sectors of shipping and port logistics industry in Malaysia are segregated at the moment. In general, shipping and port logistics industry in Malaysia are delegated to be under Ministry of Transport ( MOT ) Malaysia, together with road as well as air transport. Data provisions relevant to shipping and port logistics industry in Malaysia are reflected to be segregated as it is inconsistent with industrial standard of the nation. Instead, data is always provided generally under titles such as โ€˜ Sea Transport โ€™, โ€˜ Cargo Handling and Stevedoring Servicesโ€™, โ€˜ Storage and Warehousing โ€™, โ€˜ Port Operations โ€™ and the like in various reports for โ€˜ Transportation and Storage Services โ€™. Owing to the distinctive characteristics of the mentioned businesses, this study justified that precise and comprehensive data provision in accordance to a nationโ€™s standard industrial code as what we could find in Korean case, is very fundamental. If Malaysia aims to become unrivalled maritime nation, identifying exact talent gap by investigating all relevant sub โ€“ sectors, is necessary. On the other hand, the research limitation of this paper states that the outdated data as well as small data sample size has restricted the quality of this study. Hence, this study proposes Malaysia to constantly update the statistics for accurate short โ€“ term forecasts due to the nature of shipping and port logistics industry which is subjected to cornucopian internal and external influences in this ever โ€“ changing world. For a better understanding of the changes in employment trend over the years, we will need more data input. Specifically, bigger data sample could be attained in terms of having data for more industrial variables ( such as number of facilities and storages, sales values ) and more years. As a sum, this study intends to call for attention on the specific data provisions for a longer period of time. The former could ensure better overall understanding of the different kinds of business nature and needs within the shipping and port logistics industry; while the latter could more adequately verify the forecasting results obtained. With this, this paper wishes to provide some insights into policy implications for the development of shipping and port logistics industry. To a larger extent, devising good policies which suit the characteristics of respective sub โ€“ sectors within shipping and port logistics could definitely facilitate effective nurturing process of talented manpower for shipping and port logistics industry in long term.|๋ณธ ๋…ผ๋ฌธ์€ ๋ง๋ ˆ์ด์‹œ์•„ (Malaysia) ํ•ด์šดยทํ•ญ๋งŒ ๋ฌผ๋ฅ˜์‚ฐ์—…์˜ ๋‹จ๊ธฐ ์ธ๋ ฅ์ˆ˜์š” ์˜ˆ์ธก์— ๊ด€ํ•˜์—ฌ ์—ฐ๊ตฌํ•˜์˜€๋‹ค. ๋ง๋ ˆ์ด์‹œ์•„ ํ•ด์šด ํ•ญ๋งŒ๋ฌผ๋ฅ˜ ์‚ฐ์—…๊ณผ ์—ฐ๊ด€๋œ ์ง€ํ‘œ๋“ค์„ ์‚ฌ์šฉํ•˜์—ฌ ์ถ”์„ธ๋ถ„์„๊ณผ ํšŒ๊ท€๋ถ„์„์„ ํ†ตํ•ด ์ง์ ‘์ ์ธ ๋‹จ๊ธฐ ์ธ๋ ฅ์ˆ˜์š”์— ๋Œ€ํ•œ ์˜ˆ์ธก์น˜๋ฅผ ์ œ์‹œํ•˜์˜€๋‹ค. ๊ทธ๋ฆฌ๊ณ  ๋ง๋ ˆ์ด์‹œ์•„ ํ•ด์šด ํ•ญ๋งŒ๋ฌผ๋ฅ˜ ์‚ฐ์—…์˜ ์ธ๋ ฅ์ˆ˜์š” ์˜ˆ์ธก๊ฒฐ๊ณผ๋ฅผ ํ•œ๊ตญ์˜ ํ•ด์šด ํ•ญ๋งŒ๋ฌผ๋ฅ˜ ์‚ฐ์—… ์ธ๋ ฅ์ˆ˜์š” ์˜ˆ์ธก๊ฒฐ๊ณผ์™€ ๋น„๊ตํ•˜์˜€๋‹ค. ๋ง๋ผ์นด ํ•ดํ˜‘์˜ ํ•ญ๋งŒ๊ฐœ๋ฐœ์ด ์ง„ํ–‰๋จ์— ๋”ฐ๋ผ ํ•ด์šด ํ•ญ๋งŒ๋ฌผ๋ฅ˜ ์‚ฐ์—…์˜ ์ธ๋ ฅ์ˆ˜์š”๊ฐ€ ์ฆ๊ฐ€ํ•˜๊ณ  ์žˆ๋Š”๋ฐ, ์™ธ๊ตญ์ธ ๋…ธ๋™๋ ฅ์ž์— ๋Œ€ํ•œ ์˜์กด๋„๊ฐ€ ๋†’์€ ๊ฒƒ์ด ๋ฌธ์ œ์ ์œผ๋กœ ์ง€์ ๋˜๊ณ  ์žˆ๋‹ค. ์ด๋Ÿฌํ•œ ์ƒํ™ฉ์—์„œ ๋ณธ ์—ฐ๊ตฌ๋Š” ๋ง๋ ˆ์ด์‹œ์•„์˜ ํ•ด์šดยทํ•ญ๋งŒ ๋ฌผ๋ฅ˜์‚ฐ์—…์˜ ์ธ๋ ฅ์ˆ˜์š” ์˜ˆ์ธก ์ •ํ™•์„ฑ์„ ๋†’์ด๊ธฐ ์œ„ํ•ด ๊ด€๋ จ ๋ฐ์ดํ„ฐ๋“ค์„ ์ˆ˜์ง‘ํ•˜์—ฌ ํ•ด์šด ํ•ญ๋งŒ๋ฌผ๋ฅ˜ ์‚ฐ์—…์˜ ๋ฏธ๋ž˜ ์ธ๋ ฅ์ˆ˜์š”๋ฅผ ์˜ˆ์ธกํ•ด ๋ณด๊ณ ์ž ํ•˜์˜€๋‹ค. ์ด ์—ฐ๊ตฌ๋Š” ๋ง๋ ˆ์ด์‹œ์•„ ํ•ด์šด ํ•ญ๋งˆ๋ฌผ๋ฅ˜ ์‚ฐ์—…์˜ ์„ธ๋ถ€ ์—…์ข…๋ณ„ ์†Œ์š”์ธ๋ ฅ ์ถ”์„ธ๋ฅผ ๋ถ„์„ํ•˜๊ณ  ์ด๋ฅผ ํ†ตํ•ด ์‚ฐ์—…์˜ ์ „๋ฐ˜์ ์ธ ์ธ๋ ฅ์ˆ˜์š”๋ฅผ ์˜ˆ์ธกํ•˜์˜€๋‹ค. ๋ง๋ ˆ์ด์‹œ์•„์˜ ํ•ด์šดยทํ•ญ๋งŒ ๋ฌผ๋ฅ˜์‚ฐ์—…๋“ค์€ ๋…๋ฆฝ๋œ ์‚ฐ์—…์˜์—ญ์„ ๊ตฌ์ถ•ํ•˜๊ณ  ์žˆ์ง€ ์•Š๋‹ค. ๋ง๋ ˆ์ด์‹œ์•„์˜ ํ•ด์šด ํ•ญ๋งŒ ๋ฌผ๋ฅ˜์‚ฐ์—…์€ ๋‚ด๋ฅ™ ๋ฐ ํ•ญ๊ณต ์šด์†ก์‚ฐ์—…๊ณผ ํ•จ๊ป˜ ๊ตํ†ต๋ถ€ (Ministry of Transport; MOT)์—์„œ ์ด๊ด„ํ•˜์—ฌ ์ฃผ๊ด€ํ•˜๊ณ  ์žˆ๋‹ค. ๋ง๋ ˆ์ด์‹œ์•„ ๊ตํ†ต๋ถ€์˜ ํ•ด์šดยทํ•ญ๋งŒ ๋ฌผ๋ฅ˜์‚ฐ์—… ์œ ๊ด€๋ถ„์•ผ์— ๊ด€ํ•ด ์ง‘๊ณ„๋˜๋Š” ๋ฐ์ดํ„ฐ๋“ค์€ ์ผ๋ฐ˜์ ์œผ๋กœ โ€˜ํ•ด์ƒ์šด์†ก์—…โ€™, โ€˜ํ™”๋ฌผํ•˜์—ญ ์„œ๋น„์Šค์—…โ€™, โ€˜๋ฌผ๋ฅ˜์ฐฝ๊ณ ์—…โ€™, โ€˜ํ•ญ๋งŒ๊ด€๋ฆฌ ๋ฐ ์šด์˜์—…โ€™, ๊ทธ๋ฆฌ๊ณ  โ€˜์šด์†ก ๋ฐ ๋ณด๊ด€ ์„œ๋น„์Šค์—…โ€™์„ ํฌํ•จํ•˜๊ณ  ์žˆ๋‹ค. ํ•ด์šด ํ•ญ๋งŒ๋ฌผ๋ฅ˜ ์‚ฐ์—…์€ ๋‹ค์–‘ํ•œ ์—…์ข…์„ ํฌํ•จํ•˜๊ณ  ์žˆ์œผ๋ฏ€๋กœ, ํƒ€ ์‚ฐ์—…๊ณผ ๋‹ฌ๋ฆฌ ์‚ฐ์—…์˜ ์„ธ๋ถ€๋ถ„๋ฅ˜์— ๋”ฐ๋ฅธ ๋ฐ์ดํ„ฐ์˜ ์ •์˜ ๋ฐ ๋ถ„๋ฅ˜๋ฅผ ๋ช…ํ™•ํžˆ ํ•  ํ•„์š”๊ฐ€ ์žˆ๋‹ค. ์ด๋ฅผ ์œ„ํ•ด ๋ณธ ์—ฐ๊ตฌ์—์„œ๋Š” ๋ง๋ ˆ์ด์‹œ์•„ ํ•ด์šด ํ•ญ๋งŒ๋ฌผ๋ฅ˜ ์‚ฐ์—…์˜ ์„ธ๋ถ€๋ถ„๋ฅ˜์˜ ๊ตฌ๋ถ„์„ ํ•œ๊ตญ์˜ ํ‘œ์ค€์‚ฐ์—…๋ถ„๋ฅ˜ ์ฝ”๋“œ์— ๊ธฐ์ดˆํ•˜์—ฌ ํ•ด๋‹น ๋ฐ์ดํ„ฐ๋“ค์„ ๋ถ„๋ฅ˜ํ•˜์˜€๋‹ค. ๋ง๋ ˆ์ด์‹œ์•„๊ฐ€ ํ•ด์–‘๊ฐ•๊ตญ์„ ์ง€ํ–ฅํ•œ๋‹ค๋ฉด ํ•ด์šด ํ•ญ๋งŒ๋ฌผ๋ฅ˜ ์‚ฐ์—…์˜ ์„ธ๋ถ€์—…์ข…๋ณ„ ์ธ๋ ฅ ์ˆ˜์š”์™€ ๊ณต๊ธ‰์— ๋Œ€ํ•œ ์กฐ์‚ฌ๋ฅผ ํ†ตํ•ด ์ˆ˜๊ธ‰์ƒ์˜ ์ •ํ™•ํ•œ ๊ฐญ์„ ํ™•์ธํ•˜์—ฌ์•ผ ํ•  ๊ฒƒ์ด๋‹ค. ๋˜ํ•œ, ๋ณธ์—ฐ๊ตฌ๋Š” ๋ง๋ ˆ์ด์‹œ์•„ ํ•ด์šด ํ•ญ๋งŒ๋ฌผ๋ฅ˜ ์‚ฐ์—…์˜ ๋‹จ๊ธฐ ์ธ๋ ฅ์ˆ˜์š” ์˜ˆ์ธก์˜ ์ •ํ™•์„ฑ์„ ๋†’์ด๊ธฐ ์œ„ํ•ด์„œ ๊ด€๋ จ ์ตœ์‹  ํ†ต๊ณ„์ž๋ฃŒ๋“ค์„ ์ง€์†์ ์œผ๋กœ ์ง‘๊ณ„ํ•˜์—ฌ ๊ฐฑ์‹ ํ•  ํ•„์š”๊ฐ€ ์žˆ๋‹ค๋Š” ๊ฒƒ์„ ์ œ์•ˆํ•˜์˜€๋‹ค. ํ•ด์šดยทํ•ญ๋งŒ ๋ฌผ๋ฅ˜์‚ฐ์—…์€ ๊ธ‰๋ณ€ํ•˜๊ณ  ์žˆ๋Š” ์„ธ๊ณ„๊ฒฝ๊ธฐ์— ๋”ฐ๋ผ ์ง€์†์ ์œผ๋กœ ๋Œ€ยท๋‚ด์™ธ์ ์ธ ์˜ํ–ฅ์„ ๋ฐ›๊ณ  ์žˆ๋‹ค. ๊ทธ๋Ÿฌ๋ฏ€๋กœ ํ•ด์šด ๋ง๋งŒ๋ฌผ๋ฅ˜ ์‚ฐ์—…์˜ ๋ณ€ํ™”์˜ ์ถ”์„ธ์™€ ๋ฏธ๋ž˜๋™ํ–ฅ์„ ์ •ํ™•ํžˆ ์•Œ๊ธฐ ์œ„ํ•ด์„œ๋Š” ์‚ฐ์—… ๋‚ด์™ธ์˜ ๋‹ค์–‘ํ•œ ๊ด€๋ จ์ง€ํ‘œ์˜ ์ˆ˜์ง‘ ๋ฟ๋งŒ ์•„๋‹ˆ๋ผ ์ด๋“ค ๋ฐ์ดํ„ฐ๋ฅผ ์žฅ๊ธฐ๊ฐ„์— ๊ฑธ์ณ ํ™•๋ณดํ•˜๋Š” ๊ฒƒ์ด ํ•„์ˆ˜์ ์ด๋‹ค. ๊ฒฐ๋ก ์ ์œผ๋กœ ๋ณธ ์—ฐ๊ตฌ๋Š” ์žฅ๊ธฐ๊ฐ„์— ๊ฑธ์นœ ์–‘์งˆ์˜ ์„ธ๋ถ„ํ™”๋œ ๋ฐ์ดํ„ฐ์˜ ์ˆ˜์ง‘ ๋ฐ ํ™•๋ณด ํ•„์š”์„ฑ์„ ๊ฐ•์กฐํ•œ๋‹ค. ๋ง๋ ˆ์ด์‹œ์•„ ํ•ด์šด ํ•ญ๋งŒ๋ฌผ๋ฅ˜ ์‚ฐ์—…์˜ ์„ธ๋ถ€ ์—…์ข…๋ณ„ ํ…Œ์ดํ„ฐ๋Š” ๋‹ค์–‘ํ•œ ์—…์ข…์˜ ์‚ฌ์—…ํŠน์„ฑ๊ณผ ์š”๊ตฌ์‚ฌํ•ญ์„ ์ž˜ ์ดํ•ดํ•  ์ˆ˜ ์žˆ๋„๋ก ํ•ด์ฃผ๋ฉฐ, ์žฅ๊ธฐ๊ฐ„์˜ ๋ฐ์ดํ„ฐ๋Š” ์˜ˆ์ธก๊ฒฐ๊ณผ์˜ ์ •ํ™•์„ฑ์„ ๋†’์—ฌ์ค€๋‹ค. ์ด ์—ฐ๊ตฌ๋Š” ๋ง๋ ˆ์ด์‹œ์•„ ํ•ด์šด ํ•ญ๋งŒ๋ฌผ๋ฅ˜ ์‚ฐ์—…์— ๋Œ€ํ•œ ์ •์ฑ…์˜ ์‹คํ–‰ ๋ฐฉํ–ฅ์„ฑ์„ ์ œ์‹œํ•˜์˜€๋‹ค. ๋ณธ ์—ฐ๊ตฌ๋ฅผ ํ†ตํ•ด ์žฅ๊ธฐ์ ์ธ ๊ด€์ ์—์„œ ๋ง๋ ˆ์ด์‹œ์•„ ํ•ด์šดยทํ•ญ๋งŒ ๋ฌผ๋ฅ˜์‚ฐ์—…์˜ ํšจ๊ณผ์ ์ธ ์ธ๋ ฅ์–‘์„ฑ์ด ์ด‰์ง„๋  ๊ฒƒ์œผ๋กœ ๊ธฐ๋Œ€ํ•œ๋‹ค.Chapter 1 Introduction 1 1.1 Importance and Objectives of this Research 1 1.2 Methodology and Scope of Research 5 Chapter 2 Literature Review 7 2.1 Theoretical Discussion of Industrial Human Resource Supply and Demand 7 2.1.1 The importance of Human Resource Planning 7 2.1.2 Methodology of Forecasting Human Resource Demand 12 2.1.3 Overview Projections of Human Resource Forecasting across Nations and the Major Labour Market Models 26 2.1.4 Functions of Labour Market Outlook 34 2.1.5 Previous Researches Pertinent to Forecasting Human Resource Demand and Supply Plan 36 2.2 Human Resource Forecasting of Maritime Industry 41 2.2.1 Forecasted Seafarers Shortage by BIMCO / ICS 41 2.3 Human Resource Forecasting in Malaysia 45 2.3.1 The Beginning of Human Resource Planning 45 2.3.2 Agencies Related to Labour Force of Malaysia 46 2.3.3 Structure of Malaysiaโ€™s Current Workforce 49 Chapter 3 Malaysiaโ€™s Shipping and Port Logistics 50 3.1 Overview of the Maritime Industry of Malaysia 50 3.1.1 Overview of the Maritime Industry of Malaysia 50 3.1.2 Illustration of Malaysiaโ€™s Maritime Industry Structure, Maritime Governance Structure, Maritime Cluster as well as Maritime Ancillary and Support Industries 52 3.1.3 Malaysiaโ€™s Merchant Fleet Size by Deadweight Tonnes 57 3.2 Economic Contribution of Maritime Industry in Malaysia 58 3.3 Malaysiaโ€™s Port and Logistics 64 3.4 Issues Encountered & Future Needed Developments 69 3.5 The Main Challenge - Over โ€“ reliance on Foreign Seafarers / Shortage of Local Qualified Seafarers 71 Chapter 4 Data Analysis 73 4.1 Data Inputs for the 5 Sub โ€“ sectors with Meaningful Data 74 4.2 Data Analysis of Forecasting Human Resource Demand in Shipping and Port Logistics Malaysia 84 4.2.1 Sea Transport 84 4.2.2 Cargo Handling and Stevedoring Services 87 4.2.3 Storage and Warehousing 90 4.2.4 Port Operation 93 4.2.5 Shipping and Forwarding Companies 96 4.2.6 Summary of the Short โ€“ term Forecasted Human Resource Demand for Shipping and Port Logistics Malaysia in 2011 99 4.3 Comparison between Malaysiaโ€™s and Koreaโ€™s Human Resource Forecast 100 4.3.1 Comparison of Classifications of Sub โ€“ sectors for Shipping and Port Logistics in Malaysia and Korea 100 4.3.2 Comparison between Malaysia and Korea Regarding the Input Factors for Human Resource Demand Forecast of Shipping and Port Logistics Industry ( According to Each Sub โ€“ sectors ) 103 4.3.3 Comparison between Malaysia and Korea Regarding the Forecasting Approaches and Summary of Meaningful Results of Human Resource Demand Forecasts for Shipping and Port Logistics Industry ( According to Each Sub โ€“ sectors ) 105 4.4 Discussion and Implementation 107 4.5 Planning Human Resource Supply 113 Chapter 5 Conclusion 116 5.1 Review of Findings 116 5.2 Research Limitations 117 5.3 Implications and Recommendations for Future Research 121 Reference 123Maste

    Sustainable seabed mining: guidelines and a new concept for Atlantis II Deep

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    The feasibility of exploiting seabed resources is subject to the engineering solutions, and economic prospects. Due to rising metal prices, predicted mineral scarcities and unequal allocations of resources in the world, vast research programmes on the exploration and exploitation of seabed minerals are presented in 1970s. Very few studies have been published after the 1980s, when predictions were not fulfilled. The attention grew back in the last decade with marine mineral mining being in research and commercial focus again and the first seabed mining license for massive sulphides being granted in Papua New Guineaโ€™s Exclusive Economic Zone.Research on seabed exploitation and seabed mining is a complex transdisciplinary field that demands for further attention and development. Since the field links engineering, economics, environmental, legal and supply chain research, it demands for research from a systems point of view. This implies the application of a holistic sustainability framework of to analyse the feasibility of engineering systems. The research at hand aims to close this gap by developing such a framework and providing a review of seabed resources. Based on this review it identifies a significant potential for massive sulphides in inactive hydrothermal vents and sediments to solve global resource scarcities. The research aims to provide background on seabed exploitation and to apply a holistic systems engineering approach to develop general guidelines for sustainable seabed mining of polymetallic sulphides and a new concept and solutions for the Atlantis II Deep deposit in the Red Sea.The research methodology will start with acquiring a broader academic and industrial view on sustainable seabed mining through an online survey and expert interviews on seabed mining. In addition, the Nautilus Minerals case is reviewed for lessons learned and identification of challenges. Thereafter, a new concept for Atlantis II Deep is developed that based on a site specific assessment.The research undertaken in this study provides a new perspective regarding sustainable seabed mining. The main contributions of this research are the development of extensive guidelines for key issues in sustainable seabed mining as well as a new concept for seabed mining involving engineering systems, environmental risk mitigation, economic feasibility, logistics and legal aspects

    The future of work: Towards a progressive agenda for all. EPC Issue Paper 9 DECEMBER 2019

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    Europeโ€™s labour markets and the world of work in general are being transformed by the megatrends of globalisation, the fragmentation of the production and value chain, demographic ageing, new societal aspirations and the digitalisation of the economy. This Issue Paper presents the findings and policy recommendations of โ€œThe future of work โ€“ Towards a progressive agenda for allโ€, a European Policy Centre research project. Its main objectives were to expand public knowledge about these profound changes and to reverse the negative narrative often associated with this topic. It aimed to show how human decisions and the right policies can mitigate upcoming disruptions and provide European and national policymakers with a comprehensive toolkit for a progressive agenda for the new world of work

    Challenges and opportunities for maritime education and training in the 4th industrial revolution

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    Towards Effective Training for Process and Maritime Industries

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    AbstractWith the development of technological innovation, many industries such as process and maritime industries constitute more complex automated systems, dedicated operating conditions, multilevel interconnections, as well as human-machine and human-human interactions. The actions and decisions made by operators and seafarers affect the safety and productivity of these systems. It is well known that around 60-80% of the accidents are attributed to human error (directly or indirectly). Generally, each operator or seafarer is must undergo training before starting their real jobs. In recent decades, emphasis on operator training has increased โ€“ resulting in advance training simulators with several features like immersivity, stereoscopic sounds, hydraulics, and even use of different odors. However, the design of training methodology can have a significant impact on the skill acquisition of trainees. The growth of integration of technology in existing systems as well as newer systems is much higher than that of improvement in training methods. Unfortunately, there are few studies linking the training needs and the real-world demands on operators, revealing a significant research gap to fulfill.In socio-complex systems, it is necessary to consider various aspects in the training methodology, which can facilitate the operators/seafarers to handle normal and abnormal scenarios adequately. This paper provides a background of current training methods through analyzing the process- and maritime industries as illustrative examples, highlighting the limitations associated with each of different perspectives (technical, psychological and organizational) to propose an training syllabus that allows for learning by experience and interaction with scenarios of different complexity. It consists of a three-stage hierarchy with increasing demands concerning technical and relational complexity and time pressure. The training is centered on handling real-time operations with increasing complexity starting from basic components of the process, advancing to real-time operations, and reaching high technical and relational complexity that needs to be handled in situations with limited time and uncertainty in data. The challenges that arise in team-working tasks are also considered in the conceptualization of the training syllabus. The proposed training syllabus includes training content, objectives and performance evaluation criteria. The systematic methodology of performance evaluation will allow practitioners to obtain transparent, unbiased and consistent certification of trainees
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