{"id":110129,"date":"2025-08-15T12:00:00","date_gmt":"2025-08-15T12:00:00","guid":{"rendered":"https:\/\/industry-science.com\/?post_type=article&#038;p=110129"},"modified":"2025-08-30T11:08:10","modified_gmt":"2025-08-30T09:08:10","slug":"proactive-skill-development-in-logistics-management","status":"publish","type":"article","link":"https:\/\/industry-science.com\/en\/articles\/proactive-skill-development-in-logistics-management\/","title":{"rendered":"Proactive Skill Development in Logistics Management"},"content":{"rendered":"\n<p>Today\u2019s world is characterized by geopolitical uncertainties, global warming and social tensions. These dynamic conditions are presenting ongoing challenges to companies. Humans are the leading actors, or \u201cagents of change\u201d [1] in this transitional phase. <\/p>\n\n\n\n<p>Logistics requirements are constantly changing [2]. Prior to the coronavirus pandemic, delivery speed was the primary focus [3]. However, since then, delivery reliability has emerged as the predominant concern [4]. Requirements for production planning and control (PPC) are changing accordingly [1].<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Obstacles in production planning and control<\/h2>\n\n\n\n<p>Wiendahl, whose work looks at socio-technical influences, identified a variety of obstacles in PPC [2]. He distinguishes between obstacles that are primarily actor- and organization-related and such that are primarily software- and function-related (Fig. 1). It is the actor- and organization-related obstacles (for example diverging actor interests) that lead to unsubstantiated decisions in the design of PPC.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"618\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-0-e1755079074362-1024x618.jpg\" alt=\"Obstacles in production planning and control.\" class=\"wp-image-110131\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-0-e1755079074362-1024x618.jpg 1024w, https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-0-e1755079074362-621x375.jpg 621w, https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-0-e1755079074362-768x464.jpg 768w, https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-0-e1755079074362-483x292.jpg 483w, https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-0-e1755079074362-1536x928.jpg 1536w, https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-0-e1755079074362-510x308.jpg 510w, https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-0-e1755079074362-64x39.jpg 64w, https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-0-e1755079074362.jpg 1876w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Figure 1: Obstacles in production planning and control. \u00a9 Wiendahl<\/figcaption><\/figure>\n\n\n\n<p>To overcome these obstacles, Wiendahl recommends both logistics training and consistent <a href=\"https:\/\/industry-science.com\/en\/articles\/leadership-in-transition\/\">change management <\/a>[2]. Similar to other research on socio-technical adaptability (see [5]), Wiendahl only considers a company\u2019s situation from the date employees join the respective organization. Proactive steps\u2014such as employee training measures\u2014are not considered. In this article, the focus is placed on skills development in training.<\/p>\n\n\n\n<p>Overcoming these obstacles requires, among other things, the realization that some are inherent to the system and therefore cannot be actively avoided. As a result, it is becoming increasingly important to strengthen employees\u2019 ability to deal with occuring obstacles, tolerate contradictions and maintain their ability to act. Remaining obstacles can be addressed through adequate reflective competence. Given the proactive approach to the obstacles outlined above, it is crucial to foster a broad socio-technical skill profile in the training of future PPC professionals, equipping them to navigate and drive transformation within complex digitalized settings.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Future skills as a foundation for transformation<\/h2>\n\n\n\n<p>In addition to the necessary technical and methodological skills, transformation is rooted in soft skills such as the ability to reflect, to create and to work under pressure. Social skills, such as the ability to deal with conflict and criticism, are also crucial (Fig. 2). In education, this is referred to as future skills. According to Ehlers [6], future skills represent a competence framework with a specific content focus. At their core, these skills aim to ensure that people remain capable of acting in dynamic and urgent contexts. Future skills are value-based and can be acquired through learning processes.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"618\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-1-e1755079284683-1024x618.jpg\" alt=\"Adaptive competencies. \u00a9 Nyhuis\" class=\"wp-image-110134\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-1-e1755079284683-1024x618.jpg 1024w, https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-1-e1755079284683-621x375.jpg 621w, https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-1-e1755079284683-768x464.jpg 768w, https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-1-e1755079284683-484x292.jpg 484w, https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-1-e1755079284683-1536x928.jpg 1536w, https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-1-e1755079284683-510x308.jpg 510w, https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-1-e1755079284683-64x39.jpg 64w, https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-1-e1755079284683.jpg 1987w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Figure 2: Adaptive competencies. \u00a9 Nyhuis<\/figcaption><\/figure>\n\n\n\n<p>In companies, appropriately trained professionals can act as essential elements of progress. However, the bustling day-to-day life of an organization often leaves little time for <a href=\"https:\/\/industry-science.com\/en\/articles\/sustainable-hr-manufacturing\/\">(further) training of employees <\/a>regarding their skills profile. Therefore, when joining their respective organization, future employees should ideally come equipped with interdisciplinary skills that will remain relevant in the years ahead.<\/p>\n\n\n\n<p>The Berufliche Hochschule Hamburg (BHH) meets the demands of this graduate profile by integrating future skills into its curriculum and providing coaching support for learners. BHH\u2019s four-year study-integrated apprenticeship (siA) [7] combines traditional vocational training with academic courses. This form of training, which is now being tested and practiced in Hamburg, offers the advantage that participants in siA courses can gain practical work experience as well as an academic degree.<\/p>\n\n\n\n<p>They study at three locations: company, vocational school and university. Both in modules designed for this purpose and during coaching, siA participants reflect on their ambivalent experiences at the three learning locations in a resource- and strength-oriented manner. Future graduates are supported in developing a skills profile that enables them to remain capable of acting in dynamic change processes. The following section looks at the Industrial Management course, which focuses on industrial value-adding processes and on production planning and control.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Description model<\/h2>\n\n\n\n<p>An initial description model is being developed to assess the influence of future skills teaching on the skills profile of graduates of the Industrial Management course and their ability to deal with the obstacles of PPC shown in Figure 1.<\/p>\n\n\n\n<p>Description models represent empirical phenomena without directly analyzing and explaining them. However, they can provide valuable indications of potential process anomalies [8]. The description model developed in the present case is based on empirical studies on \u201cagents of change\u201d [1] and on the obstacles of PPC [2], which were deductively combined with insights drawn from the authors\u2019 own practical experience in the field. Figure 3 reflects on the individual transformation skills from Figure 2 and uses them as the foundation for an exemplary network of relationships with the actor- and organization-related PPC obstacles.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-2-1024x576.jpg\" alt=\"Insufficient transformation skills and the resulting PPC obstacles. \" class=\"wp-image-110136\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-2-1024x576.jpg 1024w, https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-2-667x375.jpg 667w, https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-2-768x432.jpg 768w, https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-2-514x289.jpg 514w, https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-2-1536x864.jpg 1536w, https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-2-2048x1152.jpg 2048w, https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-2-510x287.jpg 510w, https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/483a1836b3621bd29380f07390391c59-2-64x36.jpg 64w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Figure 3: Insufficient transformation skills and the resulting exemplary PPC obstacles. \u00a9 Heins<\/figcaption><\/figure>\n\n\n\n<p>A key strength of this competence-oriented, deductive approach is its strategic and preventative nature. By defining the skills required for successful logistics management in an increasingly changing environment, requirements for future employees can be identified. Simultaneously, it allows for the creation of targeted development initiatives to effectively mitigate challenges caused by skill shortages.<\/p>\n\n\n\n<p>Exchange with experts\u2014a long-standing PPC consultant from a service company for the<a href=\"https:\/\/industry-science.com\/en\/articles\/digital-maintenance-logistics_en\/\"> technical maintenance<\/a> of complex capital goods and a manager of a PPC software company\u2014clearly demonstrates the validity of the derived network of relationships. If, for example, employees struggle with criticism and conflict, they may refrain from asserting their own\u2014possibly correct\u2014perspective in such situations. This can result in reduced self-efficacy, reinforcing a self-image of possessing poor conflict-handling skills. Even if the person is highly skilled in logistics, this may prevent them from devising effective solutions in production, ultimately jeopardizing order deadlines.<\/p>\n\n\n\n<p>This relationship (and, by extension, other relationship chains from Figure 3) potentially impacts logistics performance directly while also indirectly influencing the necessary digitalization processes. A lack of understanding of logistics, for instance, may also lead to a lack of basic data and therefore unsuitable IT systems for PPC support, ultimately resulting in limited logistics performance.<\/p>\n\n\n\n<p>The description model emphasizes the crucial role of a skills profile that supports the ability to operate effectively in complex situations. Regarding the curriculum, there is no universally valid set of future skills that can be defined for every academic or vocational course. Rather, it is necessary to detect which social or sector-specific developments require which skills profile. The aim should be to take a closer look at a few key skills, firmly integrate them and offer learners a framework within which they can be practiced [9].<\/p>\n\n\n\n<p>This article therefore focuses on the following aspects:<\/p>\n\n\n\n<p>1) Critical reflection skills<\/p>\n\n\n\n<p>2) Decision-making skills, which includes transformation skills such as willingness to shape change, readiness to take on responsibility, and the ability to handle criticism and conflict (Figure 3)<\/p>\n\n\n\n<p>3) Tolerance of ambiguity, which serves as a more comprehensive term for the resilience competence (Figure 3)<\/p>\n\n\n\n<p>All three points prove to be essential in the context of decisions in PPC.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Overcoming actor- and organization-related obstacles in PPC<\/h2>\n\n\n\n<p>The following section explains how appropriate skills can support employees in maintaining their ability to act despite the complex and dynamic framework conditions in PPC.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Decision-making competence means that a person can recognize situations that require decisions and act accordingly [6]. When dealing with PPC obstacles, decision-making skills enhance the ability to listen and observe effectively, even under high stress. It prevents hasty decisions and leads to sensible prioritization, resulting in clearer processes and interfaces and reducing the risk of prolonged throughput times.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Reflective competence means that a person can critically question themselves, others, situations and facts. In doing so, they recognize and analyze their own behaviors, thoughts and values while adopting different perspectives. This ability allows them to consciously distance themselves from their own experiences, actions, thoughts and feelings, enabling obstructive patterns of thinking and behavior to give way to alternative perspectives and solutions [6, 11]. In a professional context, reflective competence is rightly considered a key aspect of professionalism [12]. When encountering PPC obstacles, strong reflective competence increases the likelihood that individuals will critically evaluate their own skills and decisions, while acknowledging and disclosing uncertainties. This openness enables them to seek and integrate other, possibly more experienced perspectives, thereby continuously expanding their understanding of logistics and helping to prevent scheduling difficulties.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ambiguity tolerance refers to how a person recognizes, understands and categorizes ambiguity and diversity in situations. This also refers to how a person manages contradictory information and conflicting role expectations [6]. Individuals with high ambiguity tolerance can withstand tensions and contradictions and maintain their ability to act, which is particularly beneficial in complex decision-making situations [13]. When dealing with PPC obstacles, ambiguity tolerance helps sustain creativity and willingness to take responsibility, even amid uncontrollable system challenges. It fosters confident handling of uncertainties and prevents overwhelming demands and reactive, event-driven decisions.<\/li>\n<\/ul>\n\n\n\n<p>These three outlined future skills are promoted in different ways in the Industrial Management course of study-integrated training. Using the example of ambiguity tolerance, we will outline below what this can look like in concrete terms.<\/p>\n\n\n\n<p>Ideally, ambiguity tolerance is promoted in a learning environment that is very close to the complex and dynamic world of actual work [13]. For example, the integration of academic and vocational education proves beneficial. Accompanying coaching within the siA creates space for learners to perceive and reflect on their experiences across the three learning locations\u2014company, vocational school and university\u2014in all their complexity and contradictions. This allows learners to recognize early on that ambiguity is a natural part of working life. Coaching supports them in exploring strategies and resources to maintain their ability to act despite these challenges. This is achieved through a didactic interplay of theory and practical exercises, such as self-positioning within the Riemann-Thomann model, where personal practical experiences are critically reflected upon.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Why further study is essential<\/h2>\n\n\n\n<p>The approach presented here reflects the great potential of preparing future potential PPC employees for overcoming PPC obstacles during their training so that they can also find their way around the context of digitalized PPC working environments with confidence.<\/p>\n\n\n\n<p>As the chosen methodological approach is a deductive one, it is necessary to further verify the conclusions presented in this article by means of in-depth empirical studies. For example, the reasons for the explained obstacles of the PPC should be further confirmed based on additional interviews. This provides a basis for further substantiating or, if necessary, refining the identified relationships and addressing these gaps through proactive skills training.<\/p>\n<hr><div class=\"gito-pub-content-bibliography\"><h2>Bibliography <\/h2>[1] Nyhuis, P.; Deuse, J.; Rehwald, J. [eds.]: Wandlungsf\u00e4hige Produktion \u2013 Heute f\u00fcr Morgen gestalten. Garbsen, 2013.\r<br>[2] Wiendahl, H.H.: Auftragsmanagement der industriellen Produktion. Heidelberg, 2011.\r<br>[3] Heins, M.; Nyhuis, P.: Changeable Production Ramp-Up of Assembly Systems. In: Proceedings of CATS 08 &#8211; 2nd CIRP Conference on Assembly Technologies and Systems, Toronto, Canada, September 21 &#8211; 23, 2008.\r<br>[4] Kolf, F.: Investitionen in die Lieferketten &#8211; Amazon will wieder zuverl\u00e4ssiger liefern. URL: https:\/\/www.handelsblatt.com\/unternehmen\/handel-konsumgueter\/e-commerce-investitionen-in-die-lieferketten-amazon-will-wieder-zuverlaessiger-liefern\/28262308.html; 21.04.2022, accessed 28.04.2025.\r<br>[5] Go\u00dfmann, D.: Durch passende Mitarbeitereinbindung zum wandlungsf\u00e4higen Produktionssystem. Garbsen, 2016.\r<br>[6] Ehlers, U.: Future Skills. Lernen der Zukunft. Hochschule der Zukunft. Wiesbaden, 2020.\r<br>[7] Euler, D.; Severing, E.: Von der Durchl\u00e4ssigkeit zur Verzahnung. In: Euler, D., Meyer-Guckel, V. &#038; Severing, E. (eds.): Neue Wege f\u00fcr Studium und Berufsausbildung. Studienintegrierende Ausbildung. Essen, 2019.\r<br>[8] Nyhuis, P.; Schmidt, M.: Logistische Modelle der innerbetrieblichen Lieferkette. Berlin, 2025.\r<br>[9] Demele, U.; Schmitz, M.: Systematische Verankerung von Future Skills in curricularen Strukturebenen. Zeitschrift f\u00fcr Hochschulentwicklung18 (2023) 3, pp. 157-173.\r<br>[10] Yu, V.; Mielke, L.: Entscheiden. Ein Workbook zur Entscheidungskompetenz. URL: https:\/\/www.uni-potsdam.de\/fileadmin\/projects\/studium\/docs\/04_beratung_service\/01_zsb\/Entscheidung_Workbook_ZSB_Uni_Potsdam.pdf; 2023, accessed 05.05.2025.\r<br>[11] Landesinstitut f\u00fcr Lehrerbildung und Schulentwicklung Hamburg, Abteilung Ausbildung (ed.): Reflexionskompetenz f\u00f6rdern. Reflexion und Reflexionskompetenz in der Lehrerbildung. Hamburg, 2018.\r<br>[12] Combe, A.; Kolbe, F.-U.: Lehrerprofessionalit\u00e4t: Wissen, K\u00f6nnen, Handeln. In: W. Helsper; J. B\u00f6hme (eds.): Handbuch der Schulforschung. Wiesbaden, 2004.<\/div><div id=\"download-section\" class=\"gito-pub-download-section\" style=\"text-align:center;margin:20px;\"><h2>Your downloads<\/h2><button style=\"font-size:14px;margin-right:15px;\" class=\"button gito-pub-cpt-download-button\" data-postid=\"110129\" data-userid =\"0\" data-filename=\"I4S_04-2025_DE_Heins.pdf\"><span style=\"margin-top:5px !important;\" class=\"dashicons dashicons-download\"><\/span>&nbsp;&nbsp;PDF (DE)<\/button><\/div><div class=\"gito-pub-tags-social-share\" style=\"display:flex;justify-content:space-between;\"><div>Tags: <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/adaptability\/\">adaptability<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/ambiguity-tolerance\/\">ambiguity tolerance<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/decision-making-skills\/\">decision-making skills<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/future-skills\/\">Future Skills<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/ppc\/\">PPC<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/reflection-competence\/\">reflection competence<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/study-integrated-training\/\">study-integrated training<\/a><\/span> <br>Industries: <span class=\"gito-pub-tag-element\"><a href=\"https:\/\/industry-science.com\/en\/industries\/manufacturing-en\/\">Manufacturing<\/a><\/span> <\/div><div><div class=\"social-icons share-icons share-row relative\" ><a href=\"whatsapp:\/\/send?text=Proactive%20Skill%20Development%20in%20Logistics%20Management - https:\/\/industry-science.com\/en\/articles\/proactive-skill-development-in-logistics-management\/\" data-action=\"share\/whatsapp\/share\" class=\"icon button circle is-outline tooltip whatsapp show-for-medium\" title=\"Share on WhatsApp\" aria-label=\"Share on WhatsApp\"><i class=\"icon-whatsapp\" aria-hidden=\"true\"><\/i><\/a><a href=\"https:\/\/www.facebook.com\/sharer.php?u=https:\/\/industry-science.com\/en\/articles\/proactive-skill-development-in-logistics-management\/\" data-label=\"Facebook\" onclick=\"window.open(this.href,this.title,'width=500,height=500,top=300px,left=300px'); 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return false;\" target=\"_blank\" class=\"icon button circle is-outline tooltip linkedin\" title=\"Share on LinkedIn\" aria-label=\"Share on LinkedIn\" rel=\"noopener nofollow\"><i class=\"icon-linkedin\" aria-hidden=\"true\"><\/i><\/a><\/div><\/div><\/div><hr style=\"margin-top:0px;\">\n<h2 class=\"gito-pub-frontend-post-headline\">You might also be interested in<\/h2>\n<!-- GITO_PUB_POST start flex-container -->\n<div class=\"gito-pub-flex-container\">\n   <div class=\"gito-pub-frontend-post-card gito-pub-flex-item gito-pub-flex-item-1\">\n      <a href=\"https:\/\/industry-science.com\/en\/articles\/maki-digital-assistant-learning\/\">\n         <div class=\"gito-pub-frontend-post-card-row\">         <div class=\"gito-pub-frontend-post-card-column gito-pub-frontend-post-card-column-image\">\n            <picture>\n               <source media=\"(max-width:640px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/03\/Resch_AdobeStock_1899117052_onephoto-copie-2-640x325.webp\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/03\/Resch_AdobeStock_1899117052_onephoto-copie-2-196x180.webp\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/03\/Resch_AdobeStock_1899117052_onephoto-copie-2-196x180.webp\" alt=\"MAKI\u2014A Digital Assistant for Practice-Based Learning\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:166px !important;overflow:hidden;\" title=\"MAKI\u2014A Digital Assistant for Practice-Based Learning\">                  <table class=\"gito-pub-frontend-post-card-header\">\n            \t     <tr>\n                        <td>                  \t\t   <h4 class=\"gito-pub-frontend-post-card-title\" style=\"line-height:1.2em;\">MAKI\u2014A Digital Assistant for Practice-Based Learning<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">Why every factory is a learning factory<\/div>                        <div class=\"gito-pub-frontend-post-card-author\"><a href=\"\/authors\/olaf-resch-en\/\">Olaf Resch<\/a> <a href=\"https:\/\/orcid.org\/0009-0001-7292-3571\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a><\/div>\n                        <\/td>\n                     <\/tr>\n                  <\/table>\n                  <div class=\"gito-pub-frontend-post-card-text\">\n                     <div class=\"gito-pub-frontend-post-card-abo-sign gito-pub-login-register-link\" data-targetabo=\"expert\" data-targeturl=\"https:\/\/industry-science.com\/en\/articles\/maki-digital-assistant-learning\/\" title=\"please login or register - content can only be read in its entirety with a subscription  expert\">\n\t\t\t                         <img decoding=\"async\" src=\"https:\/\/industry-science.com\/wp-content\/plugins\/gito-publisher\/img\/i4s-login.png\">\n\t\t\t                      <\/div>With the help of digital assistants, academic teaching is possible in any factory. In order to achieve the best learning effects, however, the interests of all stakeholders must be taken into account. The factory wishes to deploy its employees quickly and productively, the learners desire a positive learning experience, and the educators want to illustrate abstract concepts in a meaningful and practical way. The only way to combine all of these perspectives is via a well-thought-out educational concept and highly functioning technology.                  <\/div>\n               <\/div>\n               <div class=\"gito-pub-frontend-post-card-scientific\"><strong>Industry 4.0 Science<\/strong> | Volume 42 | 2026 | Edition 2 | Pages 70-77<\/div>            <\/div>\n         <\/div>\n      <\/a>\n   <\/div>\n   <div class=\"gito-pub-frontend-post-card gito-pub-flex-item gito-pub-flex-item-1\">\n      <a href=\"https:\/\/industry-science.com\/en\/articles\/energy-transition-serious-gaming\/\">\n         <div class=\"gito-pub-frontend-post-card-row\">         <div class=\"gito-pub-frontend-post-card-column gito-pub-frontend-post-card-column-image\">\n            <picture>\n               <source media=\"(max-width:640px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/04\/AdobeStock_423992056_BullRun-640x325.webp\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/04\/AdobeStock_423992056_BullRun-196x180.webp\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/04\/AdobeStock_423992056_BullRun-196x180.webp\" alt=\"Serious Gaming and the Energy Transition\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:166px !important;overflow:hidden;\" title=\"Serious Gaming and the Energy Transition\">                  <table class=\"gito-pub-frontend-post-card-header\">\n            \t     <tr>\n                        <td>                  \t\t   <h4 class=\"gito-pub-frontend-post-card-title\" style=\"line-height:1.2em;\">Serious Gaming and the Energy Transition<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">Collaborative knowledge generation and interactive understanding of complex interrelationships<\/div>                        <div class=\"gito-pub-frontend-post-card-author\"><a href=\"\/authors\/janine-gondolf\/\">Janine Gondolf<\/a> <a href=\"https:\/\/orcid.org\/0000-0002-5644-8328\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"\/authors\/gert-mehlmann\/\">Gert Mehlmann<\/a>, <a href=\"\/authors\/joern-hartung\/\">J\u00f6rn Hartung<\/a>, <a href=\"\/authors\/bernd-schweinshaut\/\">Bernd Schweinshaut<\/a>, <a href=\"\/authors\/anne-bauer\/\">Anne Bauer<\/a><\/div>\n                        <\/td>\n                     <\/tr>\n                  <\/table>\n                  <div class=\"gito-pub-frontend-post-card-text\">\n                     Conveying the complexity and multifaceted nature of the energy transition to a broad audience is a challenge. This article demonstrates how interactive serious games on a multitouch table can help make connections tangible and comprehensible. The games and the table were used in various conversational contexts. These are presented here in three case vignettes based on participant observation of the different applications, as well as situated and shared reflection. The vignettes demonstrate how interaction can trigger epistemic processes, enable shifts in perspective, and foster collective thinking, all of which are necessary for shaping the future of society as a whole.                  <\/div>\n               <\/div>\n               <div class=\"gito-pub-frontend-post-card-scientific\"><strong>Industry 4.0 Science<\/strong> | Volume 42 | 2026 | Edition 2 | Pages 62-69<\/div>            <\/div>\n         <\/div>\n      <\/a>\n   <\/div>\n   <div class=\"gito-pub-frontend-post-card gito-pub-flex-item gito-pub-flex-item-1\">\n      <a href=\"https:\/\/industry-science.com\/en\/articles\/learning-module-sustainable\/\">\n         <div class=\"gito-pub-frontend-post-card-row\">         <div class=\"gito-pub-frontend-post-card-column gito-pub-frontend-post-card-column-image\">\n            <picture>\n               <source media=\"(max-width:640px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/04\/AdobeStock_289023545_Gorodenkoff-640x325.webp\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/04\/AdobeStock_289023545_Gorodenkoff-196x180.webp\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/04\/AdobeStock_289023545_Gorodenkoff-196x180.webp\" alt=\"Industrial Transformation via a Machining Learning Factory\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:166px !important;overflow:hidden;\" title=\"Industrial Transformation via a Machining Learning Factory\">                  <table class=\"gito-pub-frontend-post-card-header\">\n            \t     <tr>\n                        <td>                  \t\t   <h4 class=\"gito-pub-frontend-post-card-title\" style=\"line-height:1.2em;\">Industrial Transformation via a Machining Learning Factory<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">A learning module to foster competencies for a sustainability-driven transformation<\/div>                        <div class=\"gito-pub-frontend-post-card-author\"><a href=\"\/authors\/oskay-ozen\/\">Oskay Ozen<\/a> <a href=\"https:\/\/orcid.org\/0000-0001-5566-6633\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"\/authors\/victoria-breidling\/\">Victoria Breidling<\/a> <a href=\"https:\/\/orcid.org\/0009-0000-0384-4813\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"\/authors\/stefan-seyfried\/\">Stefan Seyfried<\/a> <a href=\"https:\/\/orcid.org\/0000-0001-8278-0212\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"\/authors\/matthias-weigold\/\">Matthias Weigold<\/a> <a href=\"https:\/\/orcid.org\/0000-0002-7820-8544\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a><\/div>\n                        <\/td>\n                     <\/tr>\n                  <\/table>\n                  <div class=\"gito-pub-frontend-post-card-text\">\n                     Sustainability-enhancing transformation processes are necessary in all sectors if we are to remain within planetary boundaries. This also applies to the industrial sector as a significant emitter of greenhouse gases. Employees need new competencies to master this complex task of industrial transformation. These range from CO2 equivalents accounting to the development and evaluation of transformation scenarios, including technical measures. The learning module developed here addresses these competency requirements and uses the example of the ETA factory to show how a competency-oriented learning module for industrial transformation can be structured. It essentially comprises four phases: data collection and CO2 equivalents accounting, cause analysis, development of measures and evaluation of measures.                  <\/div>\n               <\/div>\n               <div class=\"gito-pub-frontend-post-card-scientific\"><strong>Industry 4.0 Science<\/strong> | Volume 42 | Edition 2 | Pages 38-47 | DOI <a style=\"font-weight:bold !important;\" href=\"https:\/\/doi.org\/10.30844\/I4SE.26.2.38\" target=\"_blank\" rel=\"noopener\">10.30844\/I4SE.26.2.38<\/a><\/div>            <\/div>\n         <\/div>\n      <\/a>\n   <\/div>\n   <div class=\"gito-pub-frontend-post-card gito-pub-flex-item gito-pub-flex-item-1\">\n      <a href=\"https:\/\/industry-science.com\/en\/articles\/data-quality-expertise-ai\/\">\n         <div class=\"gito-pub-frontend-post-card-row\">         <div class=\"gito-pub-frontend-post-card-column gito-pub-frontend-post-card-column-image\">\n            <picture>\n               <source media=\"(max-width:640px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/02\/Rath_AdobeStock_1861900994_Framestock.jpg-640x325.jpeg\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/02\/Rath_AdobeStock_1861900994_Framestock.jpg-196x180.jpeg\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/02\/Rath_AdobeStock_1861900994_Framestock.jpg-196x180.jpeg\" alt=\"Data Quality and Domain Expertise for Resilient AI Deployment\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:166px !important;overflow:hidden;\" title=\"Data Quality and Domain Expertise for Resilient AI Deployment\">                  <table class=\"gito-pub-frontend-post-card-header\">\n            \t     <tr>\n                        <td>                  \t\t   <h4 class=\"gito-pub-frontend-post-card-title\" style=\"line-height:1.2em;\">Data Quality and Domain Expertise for Resilient AI Deployment<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">Integrating anomaly and label error detection in industry<\/div>                        <div class=\"gito-pub-frontend-post-card-author\"><a href=\"\/authors\/pavlos-rath-manakidis\/\">Pavlos Rath-Manakidis<\/a>, <a href=\"\/authors\/henry-huick\/\">Henry Huick<\/a>, <a href=\"\/authors\/erdi-uenal\/\">Erdi \u00dcnal<\/a>, <a href=\"\/authors\/bjoern-kraemer\/\">Bj\u00f6rn Kr\u00e4mer<\/a> <a href=\"https:\/\/orcid.org\/0009-0004-4659-012X\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"\/authors\/laurenz-wiskott\/\">Laurenz Wiskott<\/a> <a href=\"https:\/\/orcid.org\/0000-0001-6237-740X\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a><\/div>\n                        <\/td>\n                     <\/tr>\n                  <\/table>\n                  <div class=\"gito-pub-frontend-post-card-text\">\n                     AI implementation transforms work and worker-technology relationships in industrial quality control. This paper explores how approaches to data quality and model transparency support ethical AI deployment, fostering worker agency, trust, and sustainable work design in automatic surface inspection systems (ASIS). Recurring problems like data inefficiency, variable model confidence, and limited AI expertise point to key challenges of human-centered AI: user trust, agency and responsible data management. A solution co-developed with an ASIS supplier demonstrates that the challenges extend beyond the purely technical, underscoring the value of AI design that augments human capabilities. Technical solutions such as anomaly, label error, and domain drift detection are proposed to enhance data quality and model reliability. The insights emphasize the following generalizable strategies for resilient AI integration: understanding user-reported problems through a human-AI interaction lens, ...                  <\/div>\n               <\/div>\n               <div class=\"gito-pub-frontend-post-card-scientific\"><strong>Industry 4.0 Science<\/strong> | Volume 42 | Edition 1 | Pages 128-135 | DOI <a style=\"font-weight:bold !important;\" href=\"https:\/\/doi.org\/10.30844\/I4SE.26.1.120\" target=\"_blank\" rel=\"noopener\">10.30844\/I4SE.26.1.120<\/a><\/div>            <\/div>\n         <\/div>\n      <\/a>\n   <\/div>\n   <div class=\"gito-pub-frontend-post-card gito-pub-flex-item gito-pub-flex-item-1\">\n      <a href=\"https:\/\/industry-science.com\/en\/articles\/digital-competence-lab-dcl-for-speech-therapy\/\">\n         <div class=\"gito-pub-frontend-post-card-row\">         <div class=\"gito-pub-frontend-post-card-column gito-pub-frontend-post-card-column-image\">\n            <picture>\n               <source media=\"(max-width:640px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/02\/AdobeStock_37050264-640x325.jpeg\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/02\/AdobeStock_37050264-196x180.jpeg\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/02\/AdobeStock_37050264-196x180.jpeg\" alt=\"Digital Competence Lab (DCL) for Speech Therapy\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:166px !important;overflow:hidden;\" title=\"Digital Competence Lab (DCL) for Speech Therapy\">                  <table class=\"gito-pub-frontend-post-card-header\">\n            \t     <tr>\n                        <td>                  \t\t   <h4 class=\"gito-pub-frontend-post-card-title\" style=\"line-height:1.2em;\">Digital Competence Lab (DCL) for Speech Therapy<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">Designing a learning platform to advance digital skills<\/div>                        <div class=\"gito-pub-frontend-post-card-author\"><a href=\"\/authors\/anika-thurmann\/\">Anika Thurmann<\/a> <a href=\"https:\/\/orcid.org\/0000-0001-9613-7834\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"\/authors\/antonia-weirich\/\">Antonia Weirich<\/a> <a href=\"https:\/\/orcid.org\/0000-0003-4953-1139\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"\/authors\/kerstin-bilda\/\">Kerstin Bilda<\/a>, <a href=\"\/authors\/fiona-doerr\/\">Fiona D\u00f6rr<\/a> <a href=\"https:\/\/orcid.org\/0000-0002-4696-5049\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"\/authors\/lars-toenges\/\">Lars T\u00f6nges<\/a> <a href=\"https:\/\/orcid.org\/0000-0001-6621-144X\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a><\/div>\n                        <\/td>\n                     <\/tr>\n                  <\/table>\n                  <div class=\"gito-pub-frontend-post-card-text\">\n                     The digital transformation of healthcare results in lasting changes in speech therapy. Smart technologies and artificial intelligence (AI) are creating new opportunities to ensure therapy quality, address care bottlenecks, and actively involve patients in exercise processes. At the same time, these developments are expanding the role of speech therapists, who increasingly use digital systems as supportive tools in addition to their core therapeutic tasks. Based on a feasibility study of the AI-supported application ISi-Speech-Sprechen in a real-world setting of complex Parkinson's therapy (PKT), this article outlines the key challenges associated with implementing smart technologies.                  <\/div>\n               <\/div>\n               <div class=\"gito-pub-frontend-post-card-scientific\"><strong>Industry 4.0 Science<\/strong> | Volume 42 | 2026 | Edition 1 | Pages 110-118 | DOI <a style=\"font-weight:bold !important;\" href=\"https:\/\/doi.org\/10.30844\/I4SE.26.1.102\" target=\"_blank\" rel=\"noopener\">10.30844\/I4SE.26.1.102<\/a><\/div>            <\/div>\n         <\/div>\n      <\/a>\n   <\/div>\n   <div class=\"gito-pub-frontend-post-card gito-pub-flex-item gito-pub-flex-item-1\">\n      <a href=\"https:\/\/industry-science.com\/en\/articles\/ai-skills-responsible-use\/\">\n         <div class=\"gito-pub-frontend-post-card-row\">         <div class=\"gito-pub-frontend-post-card-column gito-pub-frontend-post-card-column-image\">\n            <picture>\n               <source media=\"(max-width:640px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/01\/LangholfAdobeStock_508386888_Pcess609-640x325.jpg\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/01\/LangholfAdobeStock_508386888_Pcess609-196x180.jpg\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/01\/LangholfAdobeStock_508386888_Pcess609-196x180.jpg\" alt=\"AI Skills for Responsible Use\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:166px !important;overflow:hidden;\" title=\"AI Skills for Responsible Use\">                  <table class=\"gito-pub-frontend-post-card-header\">\n            \t     <tr>\n                        <td>                  \t\t   <h4 class=\"gito-pub-frontend-post-card-title\" style=\"line-height:1.2em;\">AI Skills for Responsible Use<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">Realistic learning environments, critical thinking, and role design in teams<\/div>                        <div class=\"gito-pub-frontend-post-card-author\"><a href=\"\/authors\/valentin-langholf\/\">Valentin Langholf<\/a> <a href=\"https:\/\/orcid.org\/0000-0002-0440-4665\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"\/authors\/niklas-obermann\/\">Niklas Obermann<\/a> <a href=\"https:\/\/orcid.org\/0009-0004-3817-3203\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"\/authors\/uta-wilkens\/\">Uta Wilkens<\/a> <a href=\"https:\/\/orcid.org\/0000-0002-7485-4186\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"\/authors\/marco-kuhnke\/\">Marco Kuhnke<\/a>, <a href=\"\/authors\/michael-pruefer\/\">Michael Pr\u00fcfer<\/a><\/div>\n                        <\/td>\n                     <\/tr>\n                  <\/table>\n                  <div class=\"gito-pub-frontend-post-card-text\">\n                     Artificial intelligence (AI) is changing the world of work. But how can work teams learn to use AI support in a way that delivers speed advantages and ensures consistently high quality? One possible approach is to test it in a workplace-like simulation. Trying it out under realistic conditions shows the role that critical thinking plays.                  <\/div>\n               <\/div>\n               <div class=\"gito-pub-frontend-post-card-scientific\"><strong>Industry 4.0 Science<\/strong> | Volume 42 | Edition 1 | Pages 100-107 | DOI <a style=\"font-weight:bold !important;\" href=\"https:\/\/doi.org\/10.30844\/I4SE.26.1.92\" target=\"_blank\" rel=\"noopener\">10.30844\/I4SE.26.1.92<\/a><\/div>            <\/div>\n         <\/div>\n      <\/a>\n   <\/div>\n<\/div>\n<!-- GITO_PUB_POST end flex-container -->\n","protected":false},"excerpt":{"rendered":"<p>Smooth logistics management is fundamental for companies to function effectively. This is challenged by actor- and organization-related barriers in production planning and management.  The Berufliche Hochschule Hamburg fosters the skills that individuals need to overcome obstacles in digitalized working environments. This concept is presented in the following article.<\/p>\n","protected":false},"featured_media":110138,"menu_order":0,"template":"","categories":[79167,79168,79298],"tags":[68811,84533,84531,84478,69009,84532,84534],"product_cat":[],"topic":[67617],"technology":[],"knowhow":[],"industry":[79494],"writer":[84480,81265],"content-type":[],"potential":[],"solution":[],"glossary":[],"class_list":{"0":"post-110129","1":"article","2":"type-article","3":"status-publish","4":"has-post-thumbnail","6":"category-design-en","7":"category-translate-en","8":"category-typeset","9":"tag-adaptability","10":"tag-ambiguity-tolerance","11":"tag-decision-making-skills","12":"tag-future-skills","13":"tag-ppc","14":"tag-reflection-competence","15":"tag-study-integrated-training","16":"topic-adaptability","17":"industry-manufacturing-en","18":"writer-lisa-vogt","19":"writer-michael-heins-en","20":"product","21":"first","22":"instock","23":"downloadable","24":"virtual","25":"sold-individually","26":"taxable","27":"purchasable","28":"product-type-article"},"uagb_featured_image_src":{"full":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/Heins-1.jpg",1400,788,false],"thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/Heins-1-150x150.jpg",150,150,true],"medium":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/Heins-1-666x375.jpg",666,375,true],"medium_large":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/Heins-1-768x432.jpg",768,432,true],"large":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/Heins-1-1024x576.jpg",1020,574,true],"front-page-entry":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/Heins-1-1032x320.jpg",1032,320,true],"post-entry":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/Heins-1-764x376.jpg",764,376,true],"post-teaser":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/Heins-1-392x320.jpg",392,320,true],"post-teaser-mobile":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/Heins-1-608x496.jpg",608,496,true],"post-custom-size":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/Heins-1-640x325.jpg",640,325,true],"whitepaper-teaser":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/Heins-1-274x376.jpg",274,376,true],"card-big":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/Heins-1-514x292.jpg",514,292,true],"card-portrait":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/Heins-1-320x440.jpg",320,440,true],"card-big-company":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/Heins-1-514x289.jpg",514,289,true],"gp-listing":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/Heins-1-196x180.jpg",196,180,true],"1536x1536":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/Heins-1.jpg",1400,788,false],"2048x2048":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/Heins-1.jpg",1400,788,false],"woocommerce_thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/Heins-1-510x510.jpg",510,510,true],"woocommerce_single":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/Heins-1-510x287.jpg",510,287,true],"woocommerce_gallery_thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/Heins-1-100x100.jpg",100,100,true],"dgwt-wcas-product-suggestion":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/08\/Heins-1-64x36.jpg",64,36,true]},"uagb_author_info":{"display_name":"Malou Baumann","author_link":"https:\/\/industry-science.com\/en\/author\/"},"uagb_comment_info":0,"uagb_excerpt":"Smooth logistics management is fundamental for companies to function effectively. This is challenged by actor- and organization-related barriers in production planning and management. The Berufliche Hochschule Hamburg fosters the skills that individuals need to overcome obstacles in digitalized working environments. This concept is presented in the following article.","_links":{"self":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/article\/110129","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/article"}],"about":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/types\/article"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/media\/110138"}],"wp:attachment":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/media?parent=110129"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/categories?post=110129"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/tags?post=110129"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/product_cat?post=110129"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/topic?post=110129"},{"taxonomy":"technology","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/technology?post=110129"},{"taxonomy":"knowhow","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/knowhow?post=110129"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/industry?post=110129"},{"taxonomy":"writer","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/writer?post=110129"},{"taxonomy":"content-type","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/content-type?post=110129"},{"taxonomy":"potential","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/potential?post=110129"},{"taxonomy":"solution","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/solution?post=110129"},{"taxonomy":"glossary","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/glossary?post=110129"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}