{"id":107592,"date":"2023-02-15T12:00:00","date_gmt":"2023-02-15T12:00:00","guid":{"rendered":"https:\/\/industry-science.com\/?post_type=article&#038;p=107592"},"modified":"2025-02-05T16:54:11","modified_gmt":"2025-02-05T15:54:11","slug":"action-patterns-for-it-support","status":"publish","type":"article","link":"https:\/\/industry-science.com\/en\/articles\/action-patterns-for-it-support\/","title":{"rendered":"Fire Department Action Patterns for IT Support?"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">The aim of a maintenance organization is to ensure long-term, efficient and disturbance-free operation throughout the entire lifespan of the ERP system [1]. Maintenance organization includes the processes of IT service management, training, project management as well as internal communications and documentation. The focus here is on the service processes involved in ERP operation, such as those mapped in the ITIL process model (IT Infrastructure Library), and the processes for employee training on IT issues. Training in this sense includes all activities that serve to maintain, expand and adapt professional knowledge, skills and abilities [2].<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Negative consequences of non-optimal maintenance organization can include unforeseen support costs and time spent manually compen\u00adsating for inadequate data quality. Maintenance organization deals with unforeseen incidents whose volume and severity cannot be predicted in advance. Figure 1 shows the distribution of incidents across five different difficulty levels over an 80-day period in the organization examined in the scope of this article.<\/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\/2023\/02\/Kern_I4S-23-1_Figure-1-1024x576.jpg\" alt=\"Distribution of incidents\" class=\"wp-image-103656\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-1-1024x576.jpg 1024w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-1-510x287.jpg 510w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-1-64x36.jpg 64w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-1-667x375.jpg 667w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-1-768x432.jpg 768w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-1-514x289.jpg 514w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-1.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Figure 1: Distribution of incidents.<\/em><\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Patterns of action in emergency organizations<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">An emergency organization is an organization whose purpose is to provide aid in urgent situations to maintain or restore the regular lifestyle of a given person or community [3]. The service provided by emergency organizations and the troubleshooting undertaken in the IT area are similar, both in terms of the urgency of action and objective as well as in terms of structure and prevailing framework conditions (see Fig. 2).<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"498\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-2-1024x498.jpg\" alt=\"Emergency response organizations and their transfer to troubleshooting\" class=\"wp-image-103658\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-2-1024x498.jpg 1024w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-2-510x248.jpg 510w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-2-64x31.jpg 64w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-2-764x372.jpg 764w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-2-768x374.jpg 768w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-2-514x250.jpg 514w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-2.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Figure 2: Emergency response organizations and their transfer to troubleshooting [4].<\/em><\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">The core competence of emergency organizations (such as rescue, fire brigade, police, technical relief organizations or military) is \u2013 in a figurative sense \u2013 the elimination of \u201cdisturbances\u201d through operations of various kinds.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These organizations have specific structural properties in place in order to successfully manage their operations and patterns of action. Structural characteristics of emergency response organizations include, for example, an operational organization pattern that differs based on type of damage, the presence of self-similar structural elements and a clearly defined allocation of roles that ensures that tasks are carried out as smoothly as possible, even when the personnel composition of a response team changes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Action patterns are procedures that are applied at different organizational levels to achieve a specific goal [5]. These include, for example: situational investigation methods, specific management procedures and the development or orchestration of predefined, often event-specific standards (e.g. a one-room fire is handled differently than a major fire) [6].<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The action patterns shown in Figure 3 were recommended for testing in an IT context.<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"507\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-3-1024x507.jpg\" alt=\"Recommended action patterns\" class=\"wp-image-103660\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-3-1024x507.jpg 1024w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-3-510x252.jpg 510w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-3-64x32.jpg 64w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-3-758x375.jpg 758w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-3-768x380.jpg 768w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-3-514x254.jpg 514w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-3.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Figure 3: Recommended action patterns.<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p class=\"wp-block-paragraph\">For this purpose, a workshop was held with those responsible for the maintenance organization and an expert for emergency organizations. Our experiment was designed to examine whether transferring the action patterns used by emergency organizations to the context of an IT maintenance organization makes sense and enables improvements within the latter.<\/p>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">These patterns of action can be explained as follows: Standards can help emergency services prepare for and carry out a specific type of operation by providing workforce guidance (e.g. guidelines for dividing tasks at the operation site, documents or checklists, standardized terminology, description of the tasks handled by a specific role). Emergency organizations anticipate the expected resource requirements for certain types of operations in advance. These are determined by the alert keyword and the emergency location.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">There are detailed plans for certain places and objects that enable the emergency services to quickly orientate themselves at the scene and thus shorten the time required to investigate the location. Among other things, these detailed plans may show the individual levels of a building, list sources of danger and predefine appropriate buffer zones for resources.<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"392\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-4-1024x392.jpg\" alt=\"Some statistical values established before training the maintenance organization with the action patterns\" class=\"wp-image-103662\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-4-1024x392.jpg 1024w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-4-510x195.jpg 510w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-4-64x25.jpg 64w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-4-764x293.jpg 764w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-4-768x294.jpg 768w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-4-514x197.jpg 514w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-4.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Figure 4: Some statistical values established before training the maintenance organization with the action patterns.<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p class=\"wp-block-paragraph\">Material and human resources are transferred into ready-to-use, modular and combinable units in order to improve the ability to react when damage occurs. The emergency services undergo training in which they are provided with basic and role-specific knowledge. <\/p>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">In simulations or large-scale exercises, emergency services practice the application of the operational standards at regular intervals &#8211; sometimes on a mandatory basis.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In a short training course, the employees of the IT maintenance organization were made familiar with the general operating patterns followed by emergency service organizations. The time between receipt and closing of the ticket was used as an evaluation parameter for the experiment. This data was relatively easy to collect because a ticket management system was in place. The tickets were divided into five levels of difficulty, ranging from very simple to solve to extremely difficult.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The classification is based on an assessment of the tickets made by the employees of the IT maintenance organization. In order to make the workload of the maintenance organization during this time comparable for the experiment, the levels of difficulty were assigned minute values, resulting in an overall workload value of 4,372.5 minutes in the first evaluation period. The opening times for tickets vary depending on the difficulty of the incident. The individual categories are not thus comparable with each other. <\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"320\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-5-1024x320.jpg\" alt=\"Behavior of the maintenance organization after application of the action patterns\" class=\"wp-image-103664\" style=\"width:537px;height:auto\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-5-1024x320.jpg 1024w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-5-510x160.jpg 510w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-5-64x20.jpg 64w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-5-764x239.jpg 764w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-5-768x240.jpg 768w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-5-514x161.jpg 514w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-5.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Figure 5: Behavior of the maintenance organization after application of the action patterns.<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p class=\"wp-block-paragraph\">On the one hand, this is because serious and very serious incidents only occur very rarely, and on the other hand, it is due to the way tickets are assigned to team members. Tickets also arrive at random times and are thus not subject to any semblance of regularity. <\/p>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">This also makes it very difficult to ensure consistent staff utilization in the IT support organization.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Applying emergency action patterns to the IT support field<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">This experiment examined whether training IT employees in the action patterns of emergency organizations had a positive impact on IT support work. The time period of the experiment is shown in Figure 6. In the post-training phase of the experiment, a workload value of 5,295 minutes was recorded, which constitutes an increase of approximately 21% compared to the pre-training phase. <\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"451\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-6-1024x451.jpg\" alt=\"Experiment timeline\" class=\"wp-image-103666\" style=\"width:404px;height:auto\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-6-1024x451.jpg 1024w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-6-510x224.jpg 510w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-6-64x28.jpg 64w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-6-764x336.jpg 764w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-6-768x338.jpg 768w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-6-514x226.jpg 514w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-6.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Figure 6: Experiment timeline.<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\">In most of the categories considered, not enough data accrued during the respective study periods to be able to make statistically relevant statements about changes to the time a ticket was open. However, clear differences can be seen in the \u201cmoderately difficult\u201d category.<\/p>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Despite an approximately 20% higher ticket workload, by applying the action patterns of emergency organizations, a noticeable reduction in time open for tickets of moderate difficulty was achieved. In the authors&#8217; opinion, the incorporation of certain patterns of action employed by emergency organizations is certainly justified for IT maintenance organizations.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"569\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-7-1024x569.jpg\" alt=\"Distribution of incidents in the second investigation phase\" class=\"wp-image-103668\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-7-1024x569.jpg 1024w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-7-510x283.jpg 510w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-7-64x36.jpg 64w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-7-675x375.jpg 675w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-7-768x427.jpg 768w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-7-514x286.jpg 514w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-7.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Figure 7: Distribution of incidents in the second investigation phase.<\/em><\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">The action patterns used in the experiment were subjected to an evaluation by IT support employees. <\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"568\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-8-1-1024x568.jpg\" alt=\"Assessment of the usefulness of the action patterns of emergency organizations within IT support\" class=\"wp-image-103673\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-8-1-1024x568.jpg 1024w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-8-1-510x283.jpg 510w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-8-1-64x35.jpg 64w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-8-1-676x375.jpg 676w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-8-1-768x426.jpg 768w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-8-1-514x285.jpg 514w, https:\/\/industry-science.com\/wp-content\/uploads\/2023\/02\/Kern_I4S-23-1_Figure-8-1.jpg 1219w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Figure 8: Assessment of the usefulness of the action patterns of emergency organizations within IT support.<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p class=\"wp-block-paragraph\">Two of the six action patterns suggested for use in IT support were viewed as particularly suitable (see Fig.&nbsp;8). In addition to the unsurprising support for staff training, the advance planning of resource requirements was of particular value, as was the creation of ready-to-use, modular and combinable units. Some of the more specific patterns of action, such as pre-planning for locations, were deemed less useful by IT support staff.<\/p>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Evaluation of the approach<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">In order to avoid excessive intervention in the already heavily stressful working atmosphere of the IT maintenance organization, no more intensive intervention beyond the training was carried out during the two-phase investigation. This leaves questions unanswered, e.g. such as which action patterns are used in which specific cases. Nevertheless, it seems extremely useful to familiarize IT maintenance organizations with the patterns of action employed by emergency organizations. To ensure that these patterns of action are indeed applicable, an appropriate method kit that describes suitable patterns of action and their possible applications should be developed. However, further experiments are necessary to make this a reality.<\/p>\n<hr><div class=\"gito-pub-content-bibliography\"><h2>Bibliography <\/h2>[1] Gronau, N.: Enterprise Resource Planning. Architektur, Funktionen und Management von ERP-Systemen. 3rd Edition. Munich 2014.\r<br>[2] Becker, M.: Personalentwicklung. Bildung, F\u00f6rderung und Organisationsentwicklung in Theorie und Praxis. 4th Edition. Stuttgart 2005.\r<br>[3] Bruderer, H.; Organisation f\u00fcr Notfallsysteme: Leitfaden zum Aufbau von ausserberuflichen Hilfsorganisationen. Zurich 1979. [4] Kern, E.-M.; Hartung, Th.; Zielorientiertes Risikomanagement bei Einsatzorganisationen, in: W. Kersten, J. Wittmann (ed), Kompetenz, Interdisziplinarit\u00e4t und Komplexit\u00e4t in der Betriebswirtschaftslehre. Wiesbaden 2013.\r<br>[5] Seidel, S.: Toward a theory of managing creativity-intensive processes: a creative industries study. Information Systems and E-Business Management (2011) 9: 407. DOI: doi.org\/10.1007\/s10257-009-0123-7.\r<br>[6] R\u00f6ser, T.; Kern, E.-M. (2019): Management von Einsatzprozessen: Flexibilit\u00e4t durch Standardisierung. In: Zeitschrift F\u00fchrung + Organisation, ZfO Vol. 88 (2019) Issue 1, pp. 47-53<\/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=\"107592\" data-userid =\"0\" data-filename=\"I4S_01-2023_Kern.pdf\"><span style=\"margin-top:5px !important;\" class=\"dashicons dashicons-download\"><\/span>&nbsp;&nbsp;PDF<\/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\/emergency-action-patterns\/\">emergency action patterns<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/erp-system-2\/\">ERP system<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/it-support\/\">IT support<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/it-training\/\">IT training<\/a><\/span> <br>Industries: <span class=\"gito-pub-tag-element\"><a href=\"https:\/\/industry-science.com\/en\/industries\/technical-services\/\">Technical Services<\/a><\/span> <\/div><div><div class=\"social-icons share-icons share-row relative\" ><a href=\"whatsapp:\/\/send?text=Fire%20Department%20Action%20Patterns%20for%20IT%20Support%3F - https:\/\/industry-science.com\/en\/articles\/action-patterns-for-it-support\/\" 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\/action-patterns-for-it-support\/\" 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\/ai-lubrication-thread-forming\/\">\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\/05\/Donhauser_AdobeStock_1969238171_Gorodenkoff-640x325.webp\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/05\/Donhauser_AdobeStock_1969238171_Gorodenkoff-196x180.webp\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/05\/Donhauser_AdobeStock_1969238171_Gorodenkoff-196x180.webp\" alt=\"AI-Powered Lubrication Strategies for Thread Forming\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:166px !important;overflow:hidden;\" title=\"AI-Powered Lubrication Strategies for Thread Forming\">                  <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-Powered Lubrication Strategies for Thread Forming<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">Adaptive spray jet control to increase process reliability and tool life<\/div>                        <div class=\"gito-pub-frontend-post-card-author\"><a href=\"https:\/\/industry-science.com\/en\/authors\/reinhard-schmied\/\">Reinhard Schmied<\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/marco-susic\/\">Marco Susic<\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/christian-donhauser\/\">Christian Donhauser<\/a> <a href=\"https:\/\/orcid.org\/0009-0009-0366-1828\" 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\/ai-lubrication-thread-forming\/\" 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>Thread forming requires precise lubricant application because high contact pressures and process temperatures strongly influence tool loading, friction, and process stability. Although minimum quantity lubrication (MQL) systems are widely used, current spray-based approaches can still suffer from spray losses, insufficient wetting of the thread grooves, and unstable droplet transport. This article presents a concept for adaptive precision lubrication in thread forming based on computational fluid dynamics (CFD)-supported flow analysis, experimental validation, and artificial intelligence (AI)-assisted optimization. The focus is on droplet size, spray jet geometry, nozzle position, ambient flow conditions, and their influence on wetting intensity. Preliminary simulation-based investigations indicate that data-driven optimization can help identify wetting deficiencies and support the development of future control strategies for resource-efficient lubricant application.                  <\/div>\n               <\/div>\n               <div class=\"gito-pub-frontend-post-card-scientific\"><strong>Industry 4.0 Science<\/strong> | Volume 42 | 2027 | Edition 3 | Pages 76-83<\/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\/human-models-optimized-assembly\/\">\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\/05\/Brockmann_AdobeStock_1505788468_vegefox.com_-640x325.webp\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/05\/Brockmann_AdobeStock_1505788468_vegefox.com_-196x180.webp\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/05\/Brockmann_AdobeStock_1505788468_vegefox.com_-196x180.webp\" alt=\"Optimized Manual Processes in Automotive Production\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:166px !important;overflow:hidden;\" title=\"Optimized Manual Processes in Automotive Production\">                  <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;\">Optimized Manual Processes in Automotive Production<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">A module-based approach for the efficient creation of work system simulations<\/div>                        <div class=\"gito-pub-frontend-post-card-author\"><a href=\"https:\/\/industry-science.com\/en\/authors\/barbara-brockmann\/\">Barbara Brockmann<\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/tobias-jurk\/\">Tobias Jurk<\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/beate-stoffels\/\">Beate Stoffels<\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/jochen-deuse-en\/\">Jochen Deuse<\/a> <a href=\"https:\/\/orcid.org\/0000-0003-4066-4357\" 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\/human-models-optimized-assembly\/\" 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>In the manufacturing industry, the integration of digital human models into the product development and manufacturing process is becoming increasingly important. Particularly in assembly, which is characterized by a high proportion of manual tasks, motion simulations enable a realistic representation of human work and thus make a significant contribution to the evaluation of motion economy, process validation, and efficiency improvement. However, widespread application in production planning faces various challenges, such as the high initial effort required to create human simulations as well as volatile planning conditions. This article presents a practice-oriented solution from the automotive assembly sector that enables the creation of simulations with reduced effort as well as their early and consistent use in the planning process.                  <\/div>\n               <\/div>\n               <div class=\"gito-pub-frontend-post-card-scientific\"><strong>Industry 4.0 Science<\/strong> | Volume 42 | 2026 | Edition 3 | Pages 48-55<\/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\/smartbending-inline-measurement-for-process-correction\/\">\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\/06\/susic-640x325.jpg\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/06\/susic-196x180.jpg\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/06\/susic-196x180.jpg\" alt=\"SmartBending\u2014Inline Measurement for Process Correction\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:166px !important;overflow:hidden;\" title=\"SmartBending\u2014Inline Measurement for Process Correction\">                  <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;\">SmartBending\u2014Inline Measurement for Process Correction<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">Inline process optimization for error compensation in swivel bending<\/div>                        <div class=\"gito-pub-frontend-post-card-author\"><a href=\"https:\/\/industry-science.com\/en\/authors\/christian-donhauser\/\">Christian Donhauser<\/a> <a href=\"https:\/\/orcid.org\/0009-0009-0366-1828\" 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=\"https:\/\/industry-science.com\/en\/authors\/reinhard-schmied\/\">Reinhard Schmied<\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/marco-susic\/\">Marco Susic<\/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\/smartbending-inline-measurement-for-process-correction\/\" 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>Swivel bending is an established forming process that minimizes material loss and enables efficient use of resources. However, the process requires complex optimizations that have traditionally relied heavily on the expertise of machine operators. This results in significant time and material costs, as optimization steps are performed iteratively. Given the shortage of skilled workers, a technological upgrade of the machines in line with Industry 4.0 is necessary. As part of a research project, intelligent sensor technology was used to record critical influencing factors that reveal correlations between product defects and machine deformations. Based on this, a methodology was developed that forms the foundation for inline compensation, enabling the equipment to autonomously adjust process parameters to correct product defects and, in the long term, enable defect-free production from the very first component.                  <\/div>\n               <\/div>\n               <div class=\"gito-pub-frontend-post-card-scientific\"><strong>Industry 4.0 Science<\/strong> | Volume 42 | 2026 | Edition 3 | Pages 134-141<\/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\/virtual-reality-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\/05\/Kanatouri_AdobeStock_1191719948_DC-Studio-640x325.webp\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/05\/Kanatouri_AdobeStock_1191719948_DC-Studio-196x180.webp\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/05\/Kanatouri_AdobeStock_1191719948_DC-Studio-196x180.webp\" alt=\"Developing Virtual Reality in Learning Contexts\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:166px !important;overflow:hidden;\" title=\"Developing Virtual Reality in Learning Contexts\">                  <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;\">Developing Virtual Reality in Learning Contexts<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">Navigating efficiency, content relevance and scalability<\/div>                        <div class=\"gito-pub-frontend-post-card-author\"><a href=\"https:\/\/industry-science.com\/en\/authors\/stella-kanatouri\/\">Stella Kanatouri<\/a> <a href=\"https:\/\/orcid.org\/0000-0002-7774-5591\" 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=\"https:\/\/industry-science.com\/en\/authors\/oliver-sosna\/\">Oliver Sosna<\/a> <a href=\"https:\/\/orcid.org\/0009-0001-5726-9575\" 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=\"https:\/\/industry-science.com\/en\/authors\/alexander-kulik\/\">Alexander Kulik<\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/sina-c-truckenbrodt\/\">Sina C. Truckenbrodt<\/a> <a href=\"https:\/\/orcid.org\/0000-0002-6016-3747\" 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=\"https:\/\/industry-science.com\/en\/authors\/friederike-klan\/\">Friederike Klan<\/a> <a href=\"https:\/\/orcid.org\/0000-0002-1856-7334\" 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=\"https:\/\/industry-science.com\/en\/authors\/christian-erfurth\/\">Christian Erfurth<\/a> <a href=\"https:\/\/orcid.org\/0000-0003-2761-3985\" 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                     While virtual reality can facilitate hands-on learning, its development faces barriers, including high costs and time demands and scalability challenges. This article presents two case studies that illustrate strategies for overcoming such barriers when training the next generation of skilled workers in environmental technologies. By examining approaches for streamlining development and increasing content relevance and scalability, we highlight lessons learned for future practice. We conclude by envisioning a future in which educational institutions can flexibly and cost-effectively prototype virtual reality in learning contexts, ensuring alignment with curricular goals and learners\u2019 needs.                  <\/div>\n               <\/div>\n               <div class=\"gito-pub-frontend-post-card-scientific\"><strong>Industry 4.0 Science<\/strong> | Volume 42 | Edition 3 | Pages 26-34 | DOI <a style=\"font-weight:bold !important;\" href=\"https:\/\/doi.org\/10.30844\/I4SE.26.3.3\" target=\"_blank\" rel=\"noopener\">10.30844\/I4SE.26.3.3<\/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=\"https:\/\/industry-science.com\/en\/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=\"https:\/\/industry-science.com\/en\/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=\"https:\/\/industry-science.com\/en\/authors\/kerstin-bilda\/\">Kerstin Bilda<\/a>, <a href=\"https:\/\/industry-science.com\/en\/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=\"https:\/\/industry-science.com\/en\/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-industrial-quality-control\/\">\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\/Uenal_AdobeStock_1653851064_Stock-640x325.webp\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/01\/Uenal_AdobeStock_1653851064_Stock-196x180.webp\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/01\/Uenal_AdobeStock_1653851064_Stock-196x180.webp\" alt=\"AI Implementation in Industrial Quality Control\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:166px !important;overflow:hidden;\" title=\"AI Implementation in Industrial Quality Control\">                  <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 Implementation in Industrial Quality Control<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">A design science approach bridging technical and human factors<\/div>                        <div class=\"gito-pub-frontend-post-card-author\"><a href=\"https:\/\/industry-science.com\/en\/authors\/erdi-unal\/\">Erdi \u00dcnal<\/a> <a href=\"https:\/\/orcid.org\/0009-0007-2809-030X\" 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=\"https:\/\/industry-science.com\/en\/authors\/kathrin-nauth\/\">Kathrin Nauth<\/a> <a href=\"https:\/\/orcid.org\/0009-0007-3457-102X\" 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=\"https:\/\/industry-science.com\/en\/authors\/pavlos-rath-manakidis\/\">Pavlos Rath-Manakidis<\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/jens-poeppelbuss\/\">Jens P\u00f6ppelbu\u00df<\/a> <a href=\"https:\/\/orcid.org\/0000-0003-4960-7818\" 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=\"https:\/\/industry-science.com\/en\/authors\/felix-hoenig\/\">Felix Hoenig<\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/christian-meske\/\">Christian Meske<\/a> <a href=\"https:\/\/orcid.org\/0000-0001-5637-9433\" 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                     Artificial intelligence (AI) offers significant potential to enhance industrial quality control, yet successful implementation requires careful consideration of ethical and human factors. This article examines how automated surface inspection systems can be deployed to augment human capabilities while ensuring ethical integration into workflows. Through design science research, twelve stakeholders from six organizations across three continents are interviewed and twelve sociotechnical design requirements are derived. These are organized into pre-implementation and implementation\/operation phases, addressing human agency, employee participation, and responsible knowledge management. Key findings include the critical importance of meaningful employee participation during pre-implementation, and maintaining human agency through experiential learning, building on existing expertise. This research contributes to ethical AI workplace implementation by providing guidelines that preserve human ...                  <\/div>\n               <\/div>\n               <div class=\"gito-pub-frontend-post-card-scientific\"><strong>Industry 4.0 Science<\/strong> | Volume 42 | 2026 | Edition 1 | Pages 120-127 | DOI <a style=\"font-weight:bold !important;\" href=\"https:\/\/doi.org\/10.30844\/I4SE.26.1.112\" target=\"_blank\" rel=\"noopener\">10.30844\/I4SE.26.1.112<\/a><\/div>            <\/div>\n         <\/div>\n      <\/a>\n   <\/div>\n<\/div>\n<!-- GITO_PUB_POST end flex-container -->\n","protected":false},"excerpt":{"rendered":"<p>Emergency organizations such as fire departments or technical relief organizations are expected to react very quickly \u2013 sometimes to unknown situations \u2013 and provide the appropriate assistance. Can principles used in these organizations be transferred to IT support, e.g. for ERP systems? An experiment in an IT service unit investigates this question \u2013 with surprising results.<\/p>\n","protected":false},"featured_media":107594,"menu_order":0,"template":"","categories":[79167,79298],"tags":[79073,79481,79072,79074],"product_cat":[],"topic":[79333],"technology":[67596],"knowhow":[],"industry":[79496],"writer":[80659,80397],"content-type":[],"potential":[],"solution":[],"glossary":[],"class_list":["post-107592","article","type-article","status-publish","has-post-thumbnail","category-design-en","category-typeset","tag-emergency-action-patterns","tag-erp-system-2","tag-it-support","tag-it-training","topic-process-optimization","technology-software-en","industry-technical-services","writer-eva-maria-kern-en","writer-norbert-gronau-en","product","first","instock","downloadable","virtual","sold-individually","taxable","purchasable","product-type-article"],"uagb_featured_image_src":{"full":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_12001574-min.jpeg",1400,788,false],"thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_12001574-min-150x150.jpeg",150,150,true],"medium":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_12001574-min-666x375.jpeg",666,375,true],"medium_large":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_12001574-min-768x432.jpeg",768,432,true],"large":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_12001574-min-1024x576.jpeg",1020,574,true],"front-page-entry":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_12001574-min-1032x320.jpeg",1032,320,true],"post-entry":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_12001574-min-764x376.jpeg",764,376,true],"post-teaser":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_12001574-min-392x320.jpeg",392,320,true],"post-teaser-mobile":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_12001574-min-608x496.jpeg",608,496,true],"post-custom-size":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_12001574-min-640x325.jpeg",640,325,true],"whitepaper-teaser":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_12001574-min-274x376.jpeg",274,376,true],"card-big":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_12001574-min-514x292.jpeg",514,292,true],"card-portrait":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_12001574-min-320x440.jpeg",320,440,true],"card-big-company":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_12001574-min-514x289.jpeg",514,289,true],"gp-listing":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_12001574-min-196x180.jpeg",196,180,true],"1536x1536":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_12001574-min.jpeg",1400,788,false],"2048x2048":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_12001574-min.jpeg",1400,788,false],"woocommerce_thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_12001574-min-510x510.jpeg",510,510,true],"woocommerce_single":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_12001574-min-510x287.jpeg",510,287,true],"woocommerce_gallery_thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_12001574-min-100x100.jpeg",100,100,true],"dgwt-wcas-product-suggestion":["https:\/\/industry-science.com\/wp-content\/uploads\/2025\/02\/AdobeStock_12001574-min-64x36.jpeg",64,36,true]},"uagb_author_info":{"display_name":"Florian Goldmann","author_link":"https:\/\/industry-science.com\/en\/author\/"},"uagb_comment_info":0,"uagb_excerpt":"Emergency organizations such as fire departments or technical relief organizations are expected to react very quickly \u2013 sometimes to unknown situations \u2013 and provide the appropriate assistance. Can principles used in these organizations be transferred to IT support, e.g. for ERP systems? An experiment in an IT service unit investigates this question \u2013 with surprising&hellip;","_links":{"self":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/article\/107592","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\/107594"}],"wp:attachment":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/media?parent=107592"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/categories?post=107592"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/tags?post=107592"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/product_cat?post=107592"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/topic?post=107592"},{"taxonomy":"technology","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/technology?post=107592"},{"taxonomy":"knowhow","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/knowhow?post=107592"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/industry?post=107592"},{"taxonomy":"writer","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/writer?post=107592"},{"taxonomy":"content-type","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/content-type?post=107592"},{"taxonomy":"potential","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/potential?post=107592"},{"taxonomy":"solution","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/solution?post=107592"},{"taxonomy":"glossary","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/glossary?post=107592"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}