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[[Human Systems Integration (HSI) (glossary)|Human systems integration (HSI) (glossary)]] is an interdisciplinary technical and management process for integrating human considerations with and across all system elements, an essential enabler to systems engineering practice. Human activity considered by HSI includes operating, maintaining, and supporting the system.  HSI also considers training and training devices, and the infrastructure used for operations and support. (DAU, 2010).   HSI incorporates the following domains as integration considerations: environment, manpower, personnel, human factors engineering, occupational health, habitability, safety, and human survivability.  
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'''''Lead Author:''''' ''Ben Schwartz, Holly Handley'' '''''Contributing Authors:''''' ''Guy Boy, Alice Squires, Paul Phister, Stuart Booth, and Dick Fairley''
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{{Term|Human Systems Integration (HSI) (glossary)|Human systems integration (HSI)}} is “the management and technical discipline of planning, enabling, coordinating, and optimizing all human-related considerations during system design, development, test, production, use and disposal of systems, subsystems, equipment and facilities.” (SAE 2019).
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Though used by industries around the world, HSI was initiated by the U.S. Department of Defense (DoD) as part of the “total system approach” to acquisition. The goal of HSI is to “optimize total system performance (hardware, software, and human), operational effectiveness, and suitability, survivability, safety, and affordability.” (DoD 2003.) This article itself focuses on HSI within the DoD, although much of it is applicable to other government and commercial organizations worldwide.
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HSI activities must be initiated “early in system development (during stakeholder requirements generation) and continuously through the development process to realize the greatest benefit to the final system solution and substantial life cycle cost savings.” (INCOSE 2015).
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HSI generally incorporates the following seven domains as integration considerations (although some organizations may use a slightly different set): manpower, personnel, training, human factors engineering, safety and occupational health, force protection and survivability, and habitability.
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==Overview==
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Historically, insufficient systems engineering resources were dedicated to ensuring proper integration of humans with the rest of the system. Most projects were technology-centered with human considerations being addressed through training. Technological systems were hard to use and maintain resulting in large manpower and training costs, reduced system performance, and increased risk of catastrophic loss, among other impacts.
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The U.S. Army was among the first to address this with the Manpower and Personnel Integration (MANPRINT) program in 1986. MANPRINT emphasized the consideration of the HSI domains throughout the system acquisition as a standard part of the systems engineering effort. The approach has since been adopted by the broader DoD, by other militaries, and by civilian government agencies around the world. (Booher 2003). Some organizations, particularly the U.K. Ministry of Defence, use the term Human Factors Integration (HFI).
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HSI applies systems engineering processes, tools, and techniques to ensure that human considerations are given proper weight in all system development activities. HSI should not be confused with Human Factors Engineering (HFE); HFE is a domain of HSI focusing on designing human interfaces. HSI is about mutual integration of technology, organizations, and people.
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==System Description==
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HSI is more than human factors, human-computer interaction, or systems engineering. It is a technical and managerial set of processes that involves the consideration and integration of multiple domains. In addition, HSI involves complexity analysis and organization design and management. Various organizations represent the HSI domains differently as the number and names of the domains are aligned with existing organizational structures. Booher (2003) first presented the original seven US Army domains as manpower, personnel, training, human factors engineering, soldier survivability, system safety and health hazardsOther countries may have a different number of domains with slightly different names, however, all the technical work of the domains is present. For example, the UK Defence Standard (00-251) includes seven similar domains: manpower, personnel, health hazards, training, human factors engineering, social/ organizational and system safety. The seven domains used across the DoD Instruction (DoD 2017) that tells how to operate the DoD Acquisition System are as follows:
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#'''Manpower''' Determining the most efficient and cost-effective mix of manpower and contract support necessary to operate, maintain, provide training and support the system. Manpower describes the number and mix of personnel required to carry out a task, multiple tasks, or mission in order to operate, maintain, support, and provide training for a system. Manpower factors are those variables that define manpower requirements. These variables include job tasks, operation/maintenance rates, associated workload, and operational conditions (e.g., risk of operator injury) (DAU 2010).
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#'''Personnel:''' Determining and selecting the appropriate cognitive, physical, and social capabilities required to train, operate, maintain, and sustain systems based on available personnel inventory or assigned to the mission. Personnel factors are those human aptitudes (i.e., cognitive, physical, and sensory capabilities), knowledge, skills, abilities, and experience levels that are needed to properly perform job tasks. Personnel factors are used to develop occupational specialties for system operators, maintainers, trainers, and support personnel (DAU 2010). The selection and assignment of personnel is critical to the success of a system, as determined by the needs set up by various work-related requirements.
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#'''Training:''' Developing efficient and cost-effective options that enhance user capabilities and maintain skill proficiencies for individual, collective, and joint training of operators and maintainers. Training is the learning process by which personnel individually or collectively acquire or enhance pre-determined job-relevant knowledge, skills, and abilities by developing their cognitive, physical, sensory, and team dynamic abilities. The "training/instructional system" integrates training concepts and strategies, as well as elements of logistic support to satisfy personnel performance levels required to operate, maintain, and support the systems. It includes the "tools" used to provide learning experiences, such as computer-based interactive courseware, simulators, actual equipment (including embedded training capabilities on actual equipment), job performance aids, and Interactive Electronic Technical Manuals (DAU 2010).
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#'''Human Factors Engineering:''' The integration of human characteristics into system definition, design, development, and evaluation to optimize human-system performance under operational conditions. Human factors engineering (HFE) is primarily concerned with designing human-machine interfaces consistent with the physical, cognitive, and sensory abilities of the user population (DAU 2010). It focuses on ensuring that the system design is compatible with the human user.  HFE considers required human tasks, and the sensory, perceptual, mental, and physical attributes of the user personnel who will operate, control, maintain, and support the equipment, system, or facility.  The objective of HFE is to optimize human-system performance within the desired levels of life-cycle costs.  HFE domain considerations span a wide range and include design and layout of working areas, user-equipment interfaces, use of automation and decision aids, and normal, non-normal, and emergency conditions. 
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#'''Safety & Occupational Health:''' Consider environmental, safety and occupational health in determining system design characteristics to enhance job performance and minimize risks of illness, disability, injury and death to operators and maintainers. Safety considers the design features and operating characteristics of a system that serve to minimize the potential for human or machine errors or failure that cause injurious accidents (DAU 2010). Safety also encompasses the administrative procedures and controls associated with the operations, maintenance, and storage of a system. Occupational health factors are those system design features that serve to minimize the risk of injury, acute or chronic illness, or disability, and/or reduce job performance of personnel who operate, maintain, or support the system. Prevalent issues include noise, chemical safety, atmospheric hazards (including those associated with confined space entry and oxygen deficiency), vibration, ionizing and non-ionizing radiation, and human factors issues that can create chronic disease and discomfort such as repetitive motion diseases. Many occupational health problems, particularly noise and chemical management, overlap with environmental impacts. Human factors stress that creating a risk of chronic disease and discomfort overlaps with occupational health considerations (DAU 2010).
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#'''Force Protection & Survivability:''' Impact system design (e.g., egress, survivability) to protect individuals and units from direct threat events and accidents, including chemical, biological, and nuclear threats. Force Protection and Survivability is the HSI domain that facilitates system operation and personnel safety during and after exposure to hostile situations or environments. Force protection refers to all preventive measures taken to mitigate hostile actions against personnel (to include family members), resources, facilities, and critical information. Survivability denotes the capability of the system and/or personnel manning the system to avoid or withstand manmade hostile environments without suffering an abortive impairment of his/her ability to accomplish its designated mission. Survivability factors consist of those system design features that reduce the risk of fratricide, detection, and the probability of being attacked, and that enable personnel to withstand man-made hostile environments without aborting the mission or objective, or suffering acute chronic illness, disability, or death. Survivability attributes are those that contribute to the survivability of manned systems (DAU 2010).
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#'''Habitability:''' Establishing and enforcing requirements for individual and unit physical environments, personnel services, and living conditions, to prevent or mitigate risk conditions that adversely impact performance, quality of life and morale, or degrade recruitment or retention. Habitability factors are those living and working conditions that are necessary to sustain the morale, safety, health, and comfort of the user population. They directly contribute to personnel effectiveness and mission accomplishment and often preclude recruitment and retention problems. Examples include lighting, space, ventilation, and sanitation; noise and temperature control (i.e., heating and air conditioning); religious, medical, and food services availability; and berthing, bathing, and personal hygiene. Habitability consists of those characteristics of systems, facilities (temporary and permanent), and services necessary to satisfy personnel needs. Habitability factors are those living and working conditions that result in levels of personnel morale, safety, health, and comfort adequate to sustain maximum personnel effectiveness, support mission performance, and avoid personnel retention problems (DAU 2010).
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==Discipline Management==
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In a contractor project organization, the human systems integrator is typically a member of the senior engineering staff reporting to either the systems engineering lead or chief engineer.
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HSI activities are documented in the Systems Engineering Management Plan (SEMP). Larger programs may have a stand-alone HSI Plan (HSIP) compatible with and referenced by the SEMP. HSI activities are tailored to the needs of the project and the project life cycle (NASA 2016).
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Most projects implement a Joint HSI Working Group between the customer and contractor. This enables sharing of priorities, knowledge, and effort to allow each group to achieve their objectives.
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==Discipline Relationships==
  
==HSI Domains==
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===Interactions===
HSI is more than human factors, human-computer interaction, or systems engineering.  It is an intricate process that involves the consideration of multiple domains . Various authors catalog these HSI domains differently. Booher (2003) has one list; the US Air Force (US Air Force, 2010) has a slightly different list, and the Defense Acquisition University (2010) a third list, to name three.  According to the Defense Acquisition University, the HSI domains  are
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Interactions include:
*[[Environment (glossary)|Environment (glossary)]]: Environment includes the physical conditions in and around the system,  and the operational context within which the system will be operated and supported. Environmental attributes include temperature, humidity, noise, vibration, radiation, shock, air quality, among many others.  This "environment" affects the human's ability to function as a part of the system. (DAU, 2010)
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* SE: HSI is an integral part of the systems engineering effort and the integrator participates in all relevant systems engineering activities during the whole life cycle of the system being considered.
*[[Manpower (glossary)|Manpower (glossary)]]: Manpower describes the number and mix of personnel required to carry out a task, multiple tasks, or mission in order to operate, maintain, support, and provide training for a system. Manpower factors are those variables that define manpower requirements. These variables include job tasks, operation/maintenance rates, associated workload, and operational conditions (e.g., risk of operator injury). (DAU, 2010)
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* HSI domain experts: Domain experts collaborate with the human systems integrator to achieve HSI objectives, though this may or may not be a direct reporting relationship.
*[[Personnel (glossary)|Personnel (glossary)]]: Personnel factors are those human aptitudes (i.e., cognitive, physical, and sensory capabilities), knowledge, skills, abilities, and experience levels that are needed to properly perform job tasks. Personnel factors are used to develop  occupational specialties for system operators, maintainers, trainers, and support personnel.(DAU, 2010)).  The selection and assignment of personnel is critical to the success of a system, as determined by the needs set up by various work-related requirements.  
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* The contractor and customer may each have a human systems integrator and various domain experts; each role should collaborate with their counterparts to the appropriate extent.
*[[Training (glossary)|Training (glossary)]]: Training is the learning process by which personnel individually or collectively acquire or enhance pre-determined job-relevant knowledge, skills, and abilities by developing their cognitive, physical, sensory, and team dynamic abilities. The "training/instructional system" integrates training concepts and strategies, as well as elements of logistic support to satisfy personnel performance levels required to operate, maintain, and support the systems. It includes the "tools" used to provide learning experiences, such as computer-based interactive courseware, simulators, actual equipment (including embedded training capabilities on actual equipment), job performance aids, and Interactive Electronic Technical Manuals. (DAU, 2010)
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* HSI domain experts may participate in integrated product teams (IPTs)/design teams as full participants or consultants as appropriate for the needs of the project.
*[[Human Factors (glossary)|Human factors engineering]]: Human factors engineering is primarily concerned with designing human-machine interfaces consistent with the physical, cognitive, and sensory abilities of the user population. Human-machine interfaces include:  
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* HSI shares many concerns with Reliability, Availability, and Maintainability (RAM). The integrator and/or domain experts may collaborate with RAM specialists as appropriate.
**functional interfaces (functions and tasks, and allocation of functions to human performance or automation);
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* The integrator and/or domain experts should work with the Test & Evaluation team to ensure that HSI is represented in test and evaluation events.
**informational interfaces (information and characteristics of information that provide the human with the knowledge, understanding, and awareness of what is happening in the tactical environment and in the system);
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* HSI shares many concerns with logistics and supportability, the integrator and/or domain experts may collaborate with this team as appropriate.
**environmental interfaces (the natural and artificial environments, environmental controls, and facility design);
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**co-operational interfaces (provisions for team performance, cooperation, collaboration, and communication among team members and with other personnel);
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===Dependencies===
**organizational interfaces (job design, management structure, command authority, and policies and regulations that impact behavior);
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HSI depends on sufficient scope of work and authorization from the project. Proper planning and leadership buy-in is a key enabler.
**operational interfaces (aspects of a system that support successful operation of the system such as procedures, documentation, workloads, and job aids);
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**cognitive interfaces (decision rules, decision support systems, provisions for maintaining situational awareness, mental models of the tactical environment, provisions for knowledge generation, cognitive skills and attitudes, and memory aids); and  
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==Discipline Standards==
**physical interfaces (hardware and software elements designed to enable and facilitate effective and safe human performance such as controls, displays, workstations, worksites, accesses, labels and markings, structures, steps and ladders, handholds, maintenance provisions, etc.). (DAU, 2010)
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Note: These are standards relevant to the practice of HSI specifically and not each of the HSI domains, which have their own standards and practices.
*[[Occupational Health (glossary)|Occupational health (glossary)]]: Occupational health factors are those system design features that serve to minimize the risk of injury, acute or chronic illness, or disability; and/or reduce job performance of personnel who operate, maintain, or support the system. Prevalent issues include noise, chemical safety, atmospheric hazards (including those associated with confined space entry and oxygen deficiency), vibration, ionizing and non-ionizing radiation, and human factors issues that can create chronic disease and discomfort such as repetitive motion diseases. Many occupational health problems, particularly noise and chemical management, overlap with environmental impacts. Human factors stresses that create risk of chronic disease and discomfort overlap with occupational health considerations.  (DAU, 2010)
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* National Aeronautics and Space Administration (NASA). 2015. Human Systems Integration Practitioner’s Guide. NASA/SP-2015-3709. Houston: Johnson Space Center.
*[[Habitability (glossary)]]: Habitability factors are those living and working conditions that are necessary to sustain the morale, safety, health, and comfort of the user population. They directly contribute to personnel effectiveness and mission accomplishment, and often preclude recruitment and retention problems. Examples include: lighting, space, ventilation, and sanitation; noise and temperature control (i.e., heating and air conditioning); religious, medical, and food services availability; and berthing, bathing, and personal hygiene. Habitability consists of those characteristics of systems, facilities (temporary and permanent), and services necessary to satisfy personnel needs. Habitability factors are those living and working conditions that result in levels of personnel morale, safety, health, and comfort adequate to sustain maximum personnel effectiveness, support mission performance, and avoid personnel retention problems. (DAU, 2010)  
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* SAE International. 2019. Standard Practice for Human Systems Integration. SAE6906. Warrendale, PA: SAE International.
*[[Safety (glossary)]]: The design features and operating characteristics of a system that serve to minimize the potential for human or machine errors or failure that cause injurious accidents.  (DAU, 2010) Safety also encompasses the administrative procedures and controls associated with the operations, maintenance, and storage of a system.
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* U.K. Ministry of Defence. 2016. Defence Standard 00-251: Human Factors Integration for Defence Systems. Glasglow: Defence Equipment and Support.
*[[Human Survivability (glossary)|Human survivability (glossary)]]: Survivability factors consist of those system design features that reduce the risk of fratricide, detection, and the probability of being attacked; and that enable personnel to withstand man-made hostile environments without aborting the mission, objective, or suffering acute chronic illness, disability, or death. Survivability attributes are those that contribute to the survivability of manned systems. (DAU, 2010)
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* U.S. Army. 2015. Regulation 602-2: Human Systems Integration in the System Acquisition Process. Washington: Headquarters, Department of the Army.
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* U.S. Department of Defense. 2011. Data Item Description: Human Systems Integration Program Plan. DI-HFAC-81743A.
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* U.S. Navy. 2017. Opnav Instruction 5310.23A: Navy Personnel Human Systems Integration. Washington: Office of the Chief of Naval Operations: Department of the Navy.
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==Personnel Considerations==
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HSI is conducted by a human systems integrator. The integrator is part of the systems engineering team responsible for conducting systems engineering related to human and organizational considerations and for coordinating the work of the HSI domain experts.
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HSI uses the same techniques and approaches as systems engineering with additional consideration for non-materiel aspects of the system. Therefore, the integrator must be well-versed in the SE process and have a working understanding of each of the domains. The integrator does not need to be an expert in any of the domains.
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The human systems integrator’s responsibilities include:
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* providing inputs to the SEMP and/or creating an HSI Plan (HSIP) compatible with the SEMP and the project life cycle (NASA Systems Engineering Handbook 2016)
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* tailoring the scope of HSI efforts to the needs of the project and system life cycle
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* ensuring HSI domains are given appropriate consideration across all programmatic and engineering activities
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* assisting domain personnel in planning domain activities
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* facilitating execution of domain tasks and collaboration among domains
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* making tradeoffs among domains to optimize the attainment of HSI goals
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* optimizing the impact of domains on the acquisition program from the perspectives of performance, sustainability, and cost
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* integrating the results of domain activities and representing them to the rest of the acquisition program from a total HSI perspective
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* facilitating interactions among domains within the scope of HSI, and between HSI and the rest of the program
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* tracking, statusing, and assessing HSI risks, issues and opportunities that have surfaced during the execution of the program
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==Metrics==
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===Human-System Measures of Effectiveness===
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A measure of effectiveness (MOE) is a metric corresponding to the accomplishment of the mission objective. MOEs measure system performance in a representative mission context, including with representative users. Effectiveness is typically achieved through a combination of hardware, software, and human components, thus there are not typically HSI-specific MOEs.
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MOEs may be decomposed into measures of performance (MOP) and measures of suitability (MOS). There may be HSI-specific MOPs and MOSs. For example, an MOE for an air defense radar might be positive detection probability, with an MOP for the radar’s effective resolution and an MOP for the operator’s ability to identify the target. It is the human system integrator’s responsibility to ensure that relevant MOPs and MOSs are identified and incorporated into modeling, simulation, test, and evaluation efforts. The integrator and domain experts may contribute to these efforts as appropriate.
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==Models==
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===HSI Process Models===
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HSI shares common systems engineering models with general systems engineering; e.g. the SE Vee process model. Additionally, a number of HSI-specific models and processes exist. A particularly good resource is "A User-Centered Systems Engineering Framework" by Ehrhart and Sage (in Booher 2003).
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===Human Performance and Domain Models===
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A variety of human performance models exist for cognition, behavior, anthropometry, strength, fatigue, attention, situation awareness, etc. Additionally, a variety of models exist for each HSI domain. The integrator should have a good understanding of the types of models available and the appropriate applications. In a project utilizing model-based systems engineering, the system model should include humans. The integrator should ensure sufficient fidelity to meet the needs of the project. Human-in-the-loop simulations should be encouraged during the design process as during the whole life cycle of a product.
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==Tools==
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HSI shares common tools with systems engineering. A sample of HSI-specific tools include:
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* [https://www.arl.army.mil/www/default.cfm?page=3200 Command Control and Communications - Techniques for Reliable Assessment of Concept Execution (C3TRACE)] developed by U.S. Army Research Labs.
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* [http://calhoun.nps.edu/handle/10945/42696 Comprehensive Human Integration Evaluation Framework (CHIEF)] developed by U.S. Navy.
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* [https://www.dau.mil/cop/log/pages/topics/Manpower%20and%20Personnel.aspx Human Analysis and Requirements Planning System (HARPS)] developed by U.S. Navy Space and Naval Warfare Systems Command.  
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* [https://www.acq.osd.mil/se/webinars/2015_10_06-SoSECIE-Risser-Lacson-brief.pdf Human Systems Integration Framework (HSIF)] developed by U.S. Air Force. (USAF 2009)  
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* [https://www.arl.army.mil/www/default.cfm?page=3200 Improved Performance and Research Integration Tool (IMPRINT)] developed by U.S. Army Research Labs.
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Additionally, each HSI domain has specific tools and approaches for their unique efforts and considerations.
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==Practical Considerations==
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===Pitfalls===
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Many organizations assign a human factors engineer to the human systems integrator role. This can be a mistake if the individual is not well versed in the SE process. Relegating HSI to a “specialty engineering” team deprives the integrator of sufficient scope and authority to accomplish their mission.
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===Proven Practices===
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Ensure the human systems integrator is a knowledgeable systems engineer with the respect of the other systems engineers and with a good understanding of each of the HSI domains. A human systems integrator should be involved in program planning activities to ensure sufficient budget and schedule. They should be involved in technical planning activities to create sufficient scope in the SEMP/HISPP, identify HSI-related risks and opportunities, recommend HSI trade studies, etc. There is significant overlap and trade space among the HSI domains, therefore the domain experts, led by the integrator, should collaborate throughout the project to optimize the impact of HSI.
  
 
==References==  
 
==References==  
 
===Works Cited===
 
===Works Cited===
 
Booher, H.R. (ed.). 2003. ''Handbook of Human Systems Integration.'' Hoboken, NJ, USA: Wiley.
 
Booher, H.R. (ed.). 2003. ''Handbook of Human Systems Integration.'' Hoboken, NJ, USA: Wiley.
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Boy, G.A. 2017. “Human-Centered Design as an Integrating Discipline.” ‘’Journal of Systemics, Cybernetics and Informatics.’’ International Institute of Informatics and Systemics. 15(1): 25-32. ISSN: 1690-4524.
  
 
DAU. 2010. [[Defense Acquisition Guidebook (DAG) | ''Defense Acquisition Guidebook (DAG)''.]] Ft. Belvoir, VA, USA: Defense Acquisition University (DAU)/U.S. Department of Defense (DoD). February 19, 2010.
 
DAU. 2010. [[Defense Acquisition Guidebook (DAG) | ''Defense Acquisition Guidebook (DAG)''.]] Ft. Belvoir, VA, USA: Defense Acquisition University (DAU)/U.S. Department of Defense (DoD). February 19, 2010.
  
US Air Force.  2009.  ''Air Force Human Systems Integration Handbook.'' Brooks City-Base, TX, USA: Directorate of Human Performance Integration. Available at [http://www.wpafb.af.mil/shared/media/document/AFD-090121-054.pdf the Wright Paterson AFB website.]
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DoD. 2003. DoD Directive 5000.01, The Defense Acquisition System. Accessed April 2, 2021. Available at https://www.esd.whs.mil/Portals/54/Documents/DD/issuances/dodd/500001p.pdf.
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DoD. 2017. DoD Instruction 5000.02T, Operation of The Defense Acquisition System. Accessed April 2, 2021. Available at https://www.esd.whs.mil/Portals/54/Documents/DD/issuances/dodi/500002p.pdf(DoD Instruction 5000.02 is being incrementally updated and replaced. The "T" after 5000.02 stands for ''transition''.)
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National Aeronautics and Space Administration (NASA). 2016. NASA Systems Engineering Handbook Rev. 2. Accessed April 2, 2021. Available at https://www.nasa.gov/connect/ebooks/nasa-systems-engineering-handbook
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SAE International. 2019. Standard Practice for Human Systems Integration (SAE6906). Warrendale, PA: SAE. Accessed April 2, 2021. Available at https://saemobilus.sae.org/content/sae6906.
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UK Defence Standardization. Def Stan 00-251 Human Factors Integration for Defence Systems, Revision I1, February 5, 2016. Accessed April 2, 2021. Available at https://global.ihs.com/doc_detail.cfm?&item_s_key=00670685&item_key_date=831026&input_doc_number=00%2D251&input_doc_title=#product-details-list.
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USAF. 2009.  ''Air Force Human Systems Integration Handbook.'' Brooks City-Base, TX, USA: Directorate of Human Performance Integration. Accessed April 2, 2021. Available at<nowiki/>https://www.acqnotes.com/Attachments/Air%20Force%20Human%20System%20Integration%20Handbook.pdf.
  
 
===Primary References===
 
===Primary References===
DAU. 2010. [[Defense Acquisition Guidebook (DAG) | ''Defense Acquisition Guidebook (DAG)''.]] Ft. Belvoir, VA, USA: Defense Acquisition University (DAU)/U.S. Department of Defense (DoD). February 19, 2010.
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None.
  
 
===Additional References===
 
===Additional References===
Blanchard, B. S., and W. J. Fabrycky. 2011. ''Systems Engineering and Analysis''. 5th ed. Prentice-Hall International series in Industrial and Systems Engineering. Englewood Cliffs, NJ, USA: Prentice-Hall.
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Blanchard, B.S. and W.J. Fabrycky. 2011. ''Systems Engineering and Analysis''. 5th ed. Prentice-Hall International series in Industrial and Systems Engineering. Englewood Cliffs, NJ, USA: Prentice-Hall.
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Boy, G.A. (2013). ‘’Orchestrating Human-Centered Design.’’ Springer, U.K. ISBN 978-1-4471-4338-3.
  
Helander, Martin, Landauer, T.K, and Prabhu, P.V.  1997. ''Handbook of Human-Computer Interaction.'' Amsterdam, Netherlands: Elsevier.
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Helander, M., T.K. Landauer, and P.V. Prabhu.  1997. ''Handbook of Human-Computer Interaction.'' Amsterdam, Netherlands: Elsevier.
  
 
Pew, R.W. and A.S. Mavor. 2007. ''Human-System Integration in the System Development Process: A New Look.'' Washington, DC, USA: National Academies Press.
 
Pew, R.W. and A.S. Mavor. 2007. ''Human-System Integration in the System Development Process: A New Look.'' Washington, DC, USA: National Academies Press.
  
Wickens, C.D., Lee, J. D, Liu, Y., and Becker, S.E. Gordon.  2004.  '' An Introduction to Human Factors Engineering.'' Englewood Cliffs, NJ, USA: Prentice-Hall.
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Simpkiss, B. (2009). ‘’AFHSIO-001: Human Systems Integration Requirements Pocket Guide.’’ Falls Church, VA: Air Force Human Systems Integration Office.
 
 
Woodson, W.E, Tillman, B. and Tillman, P.  1992. "Human Factors Design Handbook: Information and Guidelines for the Design of Systems, Facilities, Equipment, and Products for Human Use."  2nd Ed.  New York, NY, USA: McGraw Hill.
 
  
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Wickens, C.D., J.D. Lee, Y. Liu, and S. Gordon-Becker. 2011. ''An Introduction to Human Factors Engineering,'' 2nd Ed''.'' Saddle River, NJ, USA: Prentice-Hall.
  
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Woodson, W.E, B. Tillman, and P. Tillman. 1991. ''Human Factors Design Handbook: Information and Guidelines for the Design of Systems, Facilities, Equipment, and Products for Human Use,''  2nd Ed.  New York, NY, USA: McGraw Hill.
  
 
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<center>[[Systems Engineering and Quality Attributes|< Previous Article]] | [[Systems Engineering and Quality Attributes|Parent Article]] | [[Manufacturability and Producibility|Next Article >]]</center>
  
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<center>'''SEBoK v. 2.10, released 06 May 2024'''</center>
  
[[Category: Part 6]][[Category:Topic]]
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[[Category: Part 6]]
[[Category:Systems Engineering and Specialty Engineering]]
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{{DISQUS}}
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[[Category:Systems Engineering and Quality Attributes]]

Latest revision as of 22:15, 2 May 2024


Lead Author: Ben Schwartz, Holly Handley Contributing Authors: Guy Boy, Alice Squires, Paul Phister, Stuart Booth, and Dick Fairley


Human systems integration (HSI)Human systems integration (HSI) is “the management and technical discipline of planning, enabling, coordinating, and optimizing all human-related considerations during system design, development, test, production, use and disposal of systems, subsystems, equipment and facilities.” (SAE 2019).

Though used by industries around the world, HSI was initiated by the U.S. Department of Defense (DoD) as part of the “total system approach” to acquisition. The goal of HSI is to “optimize total system performance (hardware, software, and human), operational effectiveness, and suitability, survivability, safety, and affordability.” (DoD 2003.) This article itself focuses on HSI within the DoD, although much of it is applicable to other government and commercial organizations worldwide.

HSI activities must be initiated “early in system development (during stakeholder requirements generation) and continuously through the development process to realize the greatest benefit to the final system solution and substantial life cycle cost savings.” (INCOSE 2015).

HSI generally incorporates the following seven domains as integration considerations (although some organizations may use a slightly different set): manpower, personnel, training, human factors engineering, safety and occupational health, force protection and survivability, and habitability.

Overview

Historically, insufficient systems engineering resources were dedicated to ensuring proper integration of humans with the rest of the system. Most projects were technology-centered with human considerations being addressed through training. Technological systems were hard to use and maintain resulting in large manpower and training costs, reduced system performance, and increased risk of catastrophic loss, among other impacts.

The U.S. Army was among the first to address this with the Manpower and Personnel Integration (MANPRINT) program in 1986. MANPRINT emphasized the consideration of the HSI domains throughout the system acquisition as a standard part of the systems engineering effort. The approach has since been adopted by the broader DoD, by other militaries, and by civilian government agencies around the world. (Booher 2003). Some organizations, particularly the U.K. Ministry of Defence, use the term Human Factors Integration (HFI).

HSI applies systems engineering processes, tools, and techniques to ensure that human considerations are given proper weight in all system development activities. HSI should not be confused with Human Factors Engineering (HFE); HFE is a domain of HSI focusing on designing human interfaces. HSI is about mutual integration of technology, organizations, and people.

System Description

HSI is more than human factors, human-computer interaction, or systems engineering. It is a technical and managerial set of processes that involves the consideration and integration of multiple domains. In addition, HSI involves complexity analysis and organization design and management. Various organizations represent the HSI domains differently as the number and names of the domains are aligned with existing organizational structures. Booher (2003) first presented the original seven US Army domains as manpower, personnel, training, human factors engineering, soldier survivability, system safety and health hazards. Other countries may have a different number of domains with slightly different names, however, all the technical work of the domains is present. For example, the UK Defence Standard (00-251) includes seven similar domains: manpower, personnel, health hazards, training, human factors engineering, social/ organizational and system safety. The seven domains used across the DoD Instruction (DoD 2017) that tells how to operate the DoD Acquisition System are as follows:

  1. Manpower Determining the most efficient and cost-effective mix of manpower and contract support necessary to operate, maintain, provide training and support the system. Manpower describes the number and mix of personnel required to carry out a task, multiple tasks, or mission in order to operate, maintain, support, and provide training for a system. Manpower factors are those variables that define manpower requirements. These variables include job tasks, operation/maintenance rates, associated workload, and operational conditions (e.g., risk of operator injury) (DAU 2010).
  2. Personnel: Determining and selecting the appropriate cognitive, physical, and social capabilities required to train, operate, maintain, and sustain systems based on available personnel inventory or assigned to the mission. Personnel factors are those human aptitudes (i.e., cognitive, physical, and sensory capabilities), knowledge, skills, abilities, and experience levels that are needed to properly perform job tasks. Personnel factors are used to develop occupational specialties for system operators, maintainers, trainers, and support personnel (DAU 2010). The selection and assignment of personnel is critical to the success of a system, as determined by the needs set up by various work-related requirements.
  3. Training: Developing efficient and cost-effective options that enhance user capabilities and maintain skill proficiencies for individual, collective, and joint training of operators and maintainers. Training is the learning process by which personnel individually or collectively acquire or enhance pre-determined job-relevant knowledge, skills, and abilities by developing their cognitive, physical, sensory, and team dynamic abilities. The "training/instructional system" integrates training concepts and strategies, as well as elements of logistic support to satisfy personnel performance levels required to operate, maintain, and support the systems. It includes the "tools" used to provide learning experiences, such as computer-based interactive courseware, simulators, actual equipment (including embedded training capabilities on actual equipment), job performance aids, and Interactive Electronic Technical Manuals (DAU 2010).
  4. Human Factors Engineering: The integration of human characteristics into system definition, design, development, and evaluation to optimize human-system performance under operational conditions. Human factors engineering (HFE) is primarily concerned with designing human-machine interfaces consistent with the physical, cognitive, and sensory abilities of the user population (DAU 2010). It focuses on ensuring that the system design is compatible with the human user. HFE considers required human tasks, and the sensory, perceptual, mental, and physical attributes of the user personnel who will operate, control, maintain, and support the equipment, system, or facility. The objective of HFE is to optimize human-system performance within the desired levels of life-cycle costs. HFE domain considerations span a wide range and include design and layout of working areas, user-equipment interfaces, use of automation and decision aids, and normal, non-normal, and emergency conditions.
  5. Safety & Occupational Health: Consider environmental, safety and occupational health in determining system design characteristics to enhance job performance and minimize risks of illness, disability, injury and death to operators and maintainers. Safety considers the design features and operating characteristics of a system that serve to minimize the potential for human or machine errors or failure that cause injurious accidents (DAU 2010). Safety also encompasses the administrative procedures and controls associated with the operations, maintenance, and storage of a system. Occupational health factors are those system design features that serve to minimize the risk of injury, acute or chronic illness, or disability, and/or reduce job performance of personnel who operate, maintain, or support the system. Prevalent issues include noise, chemical safety, atmospheric hazards (including those associated with confined space entry and oxygen deficiency), vibration, ionizing and non-ionizing radiation, and human factors issues that can create chronic disease and discomfort such as repetitive motion diseases. Many occupational health problems, particularly noise and chemical management, overlap with environmental impacts. Human factors stress that creating a risk of chronic disease and discomfort overlaps with occupational health considerations (DAU 2010).
  6. Force Protection & Survivability: Impact system design (e.g., egress, survivability) to protect individuals and units from direct threat events and accidents, including chemical, biological, and nuclear threats. Force Protection and Survivability is the HSI domain that facilitates system operation and personnel safety during and after exposure to hostile situations or environments. Force protection refers to all preventive measures taken to mitigate hostile actions against personnel (to include family members), resources, facilities, and critical information. Survivability denotes the capability of the system and/or personnel manning the system to avoid or withstand manmade hostile environments without suffering an abortive impairment of his/her ability to accomplish its designated mission. Survivability factors consist of those system design features that reduce the risk of fratricide, detection, and the probability of being attacked, and that enable personnel to withstand man-made hostile environments without aborting the mission or objective, or suffering acute chronic illness, disability, or death. Survivability attributes are those that contribute to the survivability of manned systems (DAU 2010).
  7. Habitability: Establishing and enforcing requirements for individual and unit physical environments, personnel services, and living conditions, to prevent or mitigate risk conditions that adversely impact performance, quality of life and morale, or degrade recruitment or retention. Habitability factors are those living and working conditions that are necessary to sustain the morale, safety, health, and comfort of the user population. They directly contribute to personnel effectiveness and mission accomplishment and often preclude recruitment and retention problems. Examples include lighting, space, ventilation, and sanitation; noise and temperature control (i.e., heating and air conditioning); religious, medical, and food services availability; and berthing, bathing, and personal hygiene. Habitability consists of those characteristics of systems, facilities (temporary and permanent), and services necessary to satisfy personnel needs. Habitability factors are those living and working conditions that result in levels of personnel morale, safety, health, and comfort adequate to sustain maximum personnel effectiveness, support mission performance, and avoid personnel retention problems (DAU 2010).

Discipline Management

In a contractor project organization, the human systems integrator is typically a member of the senior engineering staff reporting to either the systems engineering lead or chief engineer.

HSI activities are documented in the Systems Engineering Management Plan (SEMP). Larger programs may have a stand-alone HSI Plan (HSIP) compatible with and referenced by the SEMP. HSI activities are tailored to the needs of the project and the project life cycle (NASA 2016).

Most projects implement a Joint HSI Working Group between the customer and contractor. This enables sharing of priorities, knowledge, and effort to allow each group to achieve their objectives.

Discipline Relationships

Interactions

Interactions include:

  • SE: HSI is an integral part of the systems engineering effort and the integrator participates in all relevant systems engineering activities during the whole life cycle of the system being considered.
  • HSI domain experts: Domain experts collaborate with the human systems integrator to achieve HSI objectives, though this may or may not be a direct reporting relationship.
  • The contractor and customer may each have a human systems integrator and various domain experts; each role should collaborate with their counterparts to the appropriate extent.
  • HSI domain experts may participate in integrated product teams (IPTs)/design teams as full participants or consultants as appropriate for the needs of the project.
  • HSI shares many concerns with Reliability, Availability, and Maintainability (RAM). The integrator and/or domain experts may collaborate with RAM specialists as appropriate.
  • The integrator and/or domain experts should work with the Test & Evaluation team to ensure that HSI is represented in test and evaluation events.
  • HSI shares many concerns with logistics and supportability, the integrator and/or domain experts may collaborate with this team as appropriate.

Dependencies

HSI depends on sufficient scope of work and authorization from the project. Proper planning and leadership buy-in is a key enabler.

Discipline Standards

Note: These are standards relevant to the practice of HSI specifically and not each of the HSI domains, which have their own standards and practices.

  • National Aeronautics and Space Administration (NASA). 2015. Human Systems Integration Practitioner’s Guide. NASA/SP-2015-3709. Houston: Johnson Space Center.
  • SAE International. 2019. Standard Practice for Human Systems Integration. SAE6906. Warrendale, PA: SAE International.
  • U.K. Ministry of Defence. 2016. Defence Standard 00-251: Human Factors Integration for Defence Systems. Glasglow: Defence Equipment and Support.
  • U.S. Army. 2015. Regulation 602-2: Human Systems Integration in the System Acquisition Process. Washington: Headquarters, Department of the Army.
  • U.S. Department of Defense. 2011. Data Item Description: Human Systems Integration Program Plan. DI-HFAC-81743A.
  • U.S. Navy. 2017. Opnav Instruction 5310.23A: Navy Personnel Human Systems Integration. Washington: Office of the Chief of Naval Operations: Department of the Navy.

Personnel Considerations

HSI is conducted by a human systems integrator. The integrator is part of the systems engineering team responsible for conducting systems engineering related to human and organizational considerations and for coordinating the work of the HSI domain experts.

HSI uses the same techniques and approaches as systems engineering with additional consideration for non-materiel aspects of the system. Therefore, the integrator must be well-versed in the SE process and have a working understanding of each of the domains. The integrator does not need to be an expert in any of the domains.

The human systems integrator’s responsibilities include:

  • providing inputs to the SEMP and/or creating an HSI Plan (HSIP) compatible with the SEMP and the project life cycle (NASA Systems Engineering Handbook 2016)
  • tailoring the scope of HSI efforts to the needs of the project and system life cycle
  • ensuring HSI domains are given appropriate consideration across all programmatic and engineering activities
  • assisting domain personnel in planning domain activities
  • facilitating execution of domain tasks and collaboration among domains
  • making tradeoffs among domains to optimize the attainment of HSI goals
  • optimizing the impact of domains on the acquisition program from the perspectives of performance, sustainability, and cost
  • integrating the results of domain activities and representing them to the rest of the acquisition program from a total HSI perspective
  • facilitating interactions among domains within the scope of HSI, and between HSI and the rest of the program
  • tracking, statusing, and assessing HSI risks, issues and opportunities that have surfaced during the execution of the program

Metrics

Human-System Measures of Effectiveness

A measure of effectiveness (MOE) is a metric corresponding to the accomplishment of the mission objective. MOEs measure system performance in a representative mission context, including with representative users. Effectiveness is typically achieved through a combination of hardware, software, and human components, thus there are not typically HSI-specific MOEs.

MOEs may be decomposed into measures of performance (MOP) and measures of suitability (MOS). There may be HSI-specific MOPs and MOSs. For example, an MOE for an air defense radar might be positive detection probability, with an MOP for the radar’s effective resolution and an MOP for the operator’s ability to identify the target. It is the human system integrator’s responsibility to ensure that relevant MOPs and MOSs are identified and incorporated into modeling, simulation, test, and evaluation efforts. The integrator and domain experts may contribute to these efforts as appropriate.

Models

HSI Process Models

HSI shares common systems engineering models with general systems engineering; e.g. the SE Vee process model. Additionally, a number of HSI-specific models and processes exist. A particularly good resource is "A User-Centered Systems Engineering Framework" by Ehrhart and Sage (in Booher 2003).

Human Performance and Domain Models

A variety of human performance models exist for cognition, behavior, anthropometry, strength, fatigue, attention, situation awareness, etc. Additionally, a variety of models exist for each HSI domain. The integrator should have a good understanding of the types of models available and the appropriate applications. In a project utilizing model-based systems engineering, the system model should include humans. The integrator should ensure sufficient fidelity to meet the needs of the project. Human-in-the-loop simulations should be encouraged during the design process as during the whole life cycle of a product.

Tools

HSI shares common tools with systems engineering. A sample of HSI-specific tools include:

Additionally, each HSI domain has specific tools and approaches for their unique efforts and considerations.

Practical Considerations

Pitfalls

Many organizations assign a human factors engineer to the human systems integrator role. This can be a mistake if the individual is not well versed in the SE process. Relegating HSI to a “specialty engineering” team deprives the integrator of sufficient scope and authority to accomplish their mission.

Proven Practices

Ensure the human systems integrator is a knowledgeable systems engineer with the respect of the other systems engineers and with a good understanding of each of the HSI domains. A human systems integrator should be involved in program planning activities to ensure sufficient budget and schedule. They should be involved in technical planning activities to create sufficient scope in the SEMP/HISPP, identify HSI-related risks and opportunities, recommend HSI trade studies, etc. There is significant overlap and trade space among the HSI domains, therefore the domain experts, led by the integrator, should collaborate throughout the project to optimize the impact of HSI.

References

Works Cited

Booher, H.R. (ed.). 2003. Handbook of Human Systems Integration. Hoboken, NJ, USA: Wiley.

Boy, G.A. 2017. “Human-Centered Design as an Integrating Discipline.” ‘’Journal of Systemics, Cybernetics and Informatics.’’ International Institute of Informatics and Systemics. 15(1): 25-32. ISSN: 1690-4524.

DAU. 2010. Defense Acquisition Guidebook (DAG). Ft. Belvoir, VA, USA: Defense Acquisition University (DAU)/U.S. Department of Defense (DoD). February 19, 2010.

DoD. 2003. DoD Directive 5000.01, The Defense Acquisition System. Accessed April 2, 2021. Available at https://www.esd.whs.mil/Portals/54/Documents/DD/issuances/dodd/500001p.pdf.

DoD. 2017. DoD Instruction 5000.02T, Operation of The Defense Acquisition System. Accessed April 2, 2021. Available at https://www.esd.whs.mil/Portals/54/Documents/DD/issuances/dodi/500002p.pdf. (DoD Instruction 5000.02 is being incrementally updated and replaced. The "T" after 5000.02 stands for transition.)

National Aeronautics and Space Administration (NASA). 2016. NASA Systems Engineering Handbook Rev. 2. Accessed April 2, 2021. Available at https://www.nasa.gov/connect/ebooks/nasa-systems-engineering-handbook

SAE International. 2019. Standard Practice for Human Systems Integration (SAE6906). Warrendale, PA: SAE. Accessed April 2, 2021. Available at https://saemobilus.sae.org/content/sae6906.

UK Defence Standardization. Def Stan 00-251 Human Factors Integration for Defence Systems, Revision I1, February 5, 2016. Accessed April 2, 2021. Available at https://global.ihs.com/doc_detail.cfm?&item_s_key=00670685&item_key_date=831026&input_doc_number=00%2D251&input_doc_title=#product-details-list.

USAF. 2009. Air Force Human Systems Integration Handbook. Brooks City-Base, TX, USA: Directorate of Human Performance Integration. Accessed April 2, 2021. Available athttps://www.acqnotes.com/Attachments/Air%20Force%20Human%20System%20Integration%20Handbook.pdf.

Primary References

None.

Additional References

Blanchard, B.S. and W.J. Fabrycky. 2011. Systems Engineering and Analysis. 5th ed. Prentice-Hall International series in Industrial and Systems Engineering. Englewood Cliffs, NJ, USA: Prentice-Hall.

Boy, G.A. (2013). ‘’Orchestrating Human-Centered Design.’’ Springer, U.K. ISBN 978-1-4471-4338-3.

Helander, M., T.K. Landauer, and P.V. Prabhu. 1997. Handbook of Human-Computer Interaction. Amsterdam, Netherlands: Elsevier.

Pew, R.W. and A.S. Mavor. 2007. Human-System Integration in the System Development Process: A New Look. Washington, DC, USA: National Academies Press.

Simpkiss, B. (2009). ‘’AFHSIO-001: Human Systems Integration Requirements Pocket Guide.’’ Falls Church, VA: Air Force Human Systems Integration Office.

Wickens, C.D., J.D. Lee, Y. Liu, and S. Gordon-Becker. 2011. An Introduction to Human Factors Engineering, 2nd Ed. Saddle River, NJ, USA: Prentice-Hall.

Woodson, W.E, B. Tillman, and P. Tillman. 1991. Human Factors Design Handbook: Information and Guidelines for the Design of Systems, Facilities, Equipment, and Products for Human Use, 2nd Ed. New York, NY, USA: McGraw Hill.


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