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Development of a serious gaming approach for cyber aptitude assessment. 开发一种用于网络能力评估的严肃游戏方法
IF 1.1 4区 心理学 Q3 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-01-02 Epub Date: 2021-11-19 DOI: 10.1080/08995605.2021.1984740
Jaclyn Martin-Kowal, Brenton Wiernik, Thomas R Carretta, Michael D Coovert

Numerous traditional assessments have been developed to determine suitability of US military recruits for cyber careers. Cyber career field managers expressed a concern there may be well-qualified candidates that lack cyber knowledge, and therefore are not identified with knowledge-based tests. Technological advances such as serious gaming may provide opportunities to assess constructs traditional methods do not effectively measure. The purpose of this effort was to identify potential gains in validity that could be achieved beyond traditional methods through the use of serious games for several cyber jobs (both for enlisted and officer positions). Throughout this phase of research, an extensive literature review of military and civilian assessments targeted cyber occupations. Then, military subject matter experts in these career fields provided input and guidance (e.g., focus on aptitudes and traits as knowledge and skill are rapidly outdated). A gap analysis between all measures of such constructs identified a short list of candidates for measurement in a serious game. A survey of 800 airmen in the 1N4X1A, 3D1X2 and 17DEX/SX career fields was conducted; 290 respondents identified six constructs to be the focus for serious game assessment. The game was developed, and constructs validated on a sample chosen to model Air Force enlisted recruits. Additional psychometric data from enlistees and cyber trainees will be gathered once COVID-19 restrictions are lifted.

为确定美军新兵是否适合从事网络职业,已经开发了许多传统的评估方法。网络职业领域的管理人员表示担心,可能有一些合格的候选人缺乏网络知识,因此无法通过基于知识的测试来识别。严肃游戏等技术进步可能为评估传统方法无法有效测量的结构提供了机会。这项工作的目的是通过对若干网络职位(包括士兵和军官职位)使用严肃游戏,确定在传统方法之外可能获得的有效性。在整个研究阶段,针对网络职业的军事和民事评估进行了广泛的文献综述。然后,这些职业领域的军事主题专家提供了意见和指导(例如,重点关注能力和特质,因为知识和技能很快就会过时)。通过对所有此类结构的测量方法进行差距分析,确定了一份可在严肃游戏中进行测量的候选清单。我们对 1N4X1A、3D1X2 和 17DEX/SX 职业领域的 800 名飞行员进行了调查;290 名受访者确定了严肃游戏评估的六个重点。我们开发了游戏,并以空军入伍新兵为样本验证了游戏的构造。一旦 COVID-19 限制解除,将从入伍者和网络学员那里收集更多心理测量数据。
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引用次数: 0
The development and validation of an Army team resilience measure. 陆军团队弹性测量的开发与验证
IF 1.1 4区 心理学 Q3 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-01-02 Epub Date: 2022-05-03 DOI: 10.1080/08995605.2022.2065154
Scott Tannenbaum, John Mathieu, Jamie Levy, Dale Watson, Travis Maynard, Rebecca Beard, Eduardo Salas, Bridget Boyle, Colanda Cato, Cassie Berry, Shala Blue

Given the demanding nature of its mission, the collective units of the Army, not just individual Soldiers, need to be able to withstand and adapt to a wide range of challenges. Therefore, it is important to be able to effectively assess resilience at the team-level and to understand the factors that can enable or diminish it. This article describes the development of a construct valid and psychometrically-sound measure of team resilience - the Team Resilience Scale (TRS). A theoretical framework of team resilience and related constructs is introduced. We then summarize the procedures for developing the TRS and related constructs, providing evidence of the content validity of the TRS. Finally, we assess the psychometric soundness and construct validity of the TRS in two Army field studies. Our analyses support the convergent validity of items and indicate that the measure can be used to examine three first-order dimensions of resilience (i.e., physical, affective, and cognitive) or as a single overall resilience composite. Results show the TRS was positively related to team performance in both samples and it co-varied with stressors and team actions. Practical recommendations for use of the measure and suggestions for future research are offered.

鉴于其任务的艰巨性,陆军的集体单位,而不仅仅是单个士兵,需要能够承受和适应各种挑战。因此,必须能够有效评估团队层面的应变能力,并了解影响或削弱应变能力的因素。本文介绍了团队复原力量表(TRS)的开发过程,该量表在构造上是有效的,在心理测量学上是可靠的。文章介绍了团队复原力的理论框架及相关构架。然后,我们总结了开发 TRS 和相关结构的程序,提供了 TRS 内容效度的证据。最后,我们在两项陆军实地研究中评估了 TRS 的心理测量学合理性和结构效度。我们的分析支持项目的收敛效度,并表明该测量可用于检查复原力的三个一阶维度(即身体、情感和认知),或作为单一的整体复原力综合指标。结果表明,在两个样本中,TRS 都与团队绩效呈正相关,并且与压力因素和团队行动存在共变关系。本文还提出了使用该测量方法的实用建议和未来研究建议。
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引用次数: 0
A methodology for projecting the return on investment of training technologies. 预测培训技术投资回报的方法
IF 1.1 4区 心理学 Q2 Social Sciences Pub Date : 2024-01-02 Epub Date: 2022-04-07 DOI: 10.1080/08995605.2022.2050164
Mark P Schroeder-Strong, Brian Schreiber, Winston Bennett

Each year significant tax dollars are spent on the development of new technologies to increase efficiency and/or reduce costs of military training. However, there are currently no validated methods or measures to quantify the return on investment for adopting these new technologies for military training. Estimating the return on investment (ROI) for training technology adoption involves 1) developing a methodology or framework, 2) validating measures and methods, and 3) assessing predictive validity. The current paper describes a projective methodology using the Kirkpatrick framework to compare projected tangible and intangible benefits against tangible and intangible costs to estimate future ROI. The use-case involved an advanced technology demonstration in which sixty aircrew participated in a series of live, virtual, and constructive (LVC) exercises over a five-week period. Participants evaluated the technology's potential costs and benefits according to the Kirkpatrick framework of training program evaluation, and analyses resulted in a nominal projection of $488 million dollars saved, significant enhancements in large-force proficiency, and 1.4 lives saved over ten years at an implementation rate of 0.5% of budgeted flight hours. A discussion of theoretical implications, data-based limitations, and recommendations for future research are provided.

每年都有大量税款用于开发新技术,以提高军事训练的效率和/或降低成本。然而,目前还没有有效的方法或措施来量化军事训练采用这些新技术的投资回报。估算采用训练技术的投资回报率(ROI)需要:1)制定方法或框架;2)验证措施和方法;3)评估预测有效性。本文介绍了一种使用柯克帕特里克(Kirkpatrick)框架的预测方法,该方法将预测的有形和无形收益与有形和无形成本进行比较,以估算未来的投资回报率。使用案例涉及一项先进技术演示,60 名机组人员参加了为期五周的一系列现场、虚拟和建设性(LVC)演习。参与者根据柯克帕特里克培训项目评估框架对该技术的潜在成本和收益进行了评估,分析结果表明,名义上预计可节省 4.88 亿美元,显著提高了大型部队的熟练程度,并在十年内挽救了 1.4 条生命,实施率为预算飞行小时的 0.5%。本文讨论了理论意义、基于数据的局限性以及对未来研究的建议。
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引用次数: 0
A pilot study of trauma-sensitive yoga and Breathe2Relax among service members in an intensive outpatient program 在接受强化门诊治疗的军人中开展创伤敏感瑜伽和 "Breathe2Relax "试点研究
IF 1.1 4区 心理学 Q2 Social Sciences Pub Date : 2024-01-02 DOI: 10.1080/08995605.2023.2296333
Nancy A. Skopp, David Bradshaw, Derek J. Smolenski, Naomi Wilson, Tammy Williams, Dawn Bellanti, Tim Hoyt
Emerging research indicates that yoga is a promising adjunct to psychological trauma treatment. The current pilot study examined the associations between psychophysiological stress, diaphragmatic b...
新近的研究表明,瑜伽是一种很有前景的心理创伤辅助治疗方法。目前的试验性研究考察了心理生理压力、横膈膜呼吸和瑜伽之间的联系。
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引用次数: 0
Predictive validity of a selection instrument measuring resilience: The INSPIRE resilience scale. 测量弹性的选择工具的预测有效性:INSPIRE弹性量表
IF 1.1 4区 心理学 Q2 Social Sciences Pub Date : 2024-01-02 Epub Date: 2021-10-28 DOI: 10.1080/08995605.2021.1968290
Esther Oprins, Wim Kamphuis, Lena Westerveld, Wouter Huybens, Marcus Börjesson, Eva Johansson, Heli Aalto

Military personnel needs to be resilient to be able to remain effective, motivated, and in good mental and physical health. Military organizations select on resilience to determine whether candidates are psychologically fit for their job. The INSPIRE Resilience Scale (IRS) is such a selection instrument that aims to assess the psychological resilience potential of candidates in high-risk professions. A longitudinal predictive validity study was conducted in five European Defense organizations and in the Dutch National Police. The IRS was submitted in selection (N = 11,404), and criterion data about performance and health were collected in the second half of the first training year (N = 726). The results based on correlational and regression analyses showed that the IRS scores significantly predicted the criterion measures. Emotional stability, part of the IRS, turned out to be the best predictor. Results also showed that candidates who dropped out of training had significantly lower means on the IRS in selection than candidates who were still in training in the second half of the first training year. Overall, the IRS proved to be a valid instrument to assess resilience potential in candidates for high-risk professions. Selecting on resilience may therefore contribute to training success and reduction of health problems.

军事人员需要具备复原力,才能保持高效、积极和良好的身心健康。军事组织根据应变能力进行选拔,以确定候选人在心理上是否适合其工作。INSPIRE复原力量表(IRS)就是这样一种选拔工具,旨在评估高风险职业候选人的心理复原潜力。在欧洲五个国防组织和荷兰国家警察中进行了一项纵向预测有效性研究。IRS 是在选拔时提交的(N = 11,404),有关表现和健康的标准数据是在第一个培训年的下半年收集的(N = 726)。基于相关分析和回归分析的结果表明,IRS 分数能显著预测标准测量值。作为 IRS 的一部分,情绪稳定性被证明是最好的预测指标。结果还显示,在第一个培训年的后半期,退出培训的候选人在选拔中的 IRS 平均值明显低于仍在培训的候选人。总之,IRS 被证明是评估高风险职业候选人抗挫折潜力的有效工具。因此,根据抗挫折能力进行选拔可能有助于培训的成功和健康问题的减少。
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引用次数: 0
What do you bring to the table? Exploring psychological attributes that predict successful military training. 你能带来什么?探索预测成功军事训练的心理属性。
IF 1.1 4区 心理学 Q2 Social Sciences Pub Date : 2023-11-28 DOI: 10.1080/08995605.2023.2285693
Stuart Beattie, Thomas Du Preez, Lew Hardy, Calum Arthur
The psychological characteristics that new recruits bring when starting military basic training (MBT) may help or hinder successful completion rates. The first part of this study explores how psychological characteristics assessed at the start of MBT influence retention and performance outcomes upon completion. At the start and upon completing MBT, a sample of 204 UK male Infantry recruits undergoing a 26-week Combat Infantryman's Course were assessed on personality traits (psychoticism, neuroticism, and extroversion); a set of relevant cognitions (i.e. effortful control); motivation (i.e. internalization of military core values); and an assessment of mentally tough behavior. Recruits who successfully completed MBT were significantly higher in age, psychoticism, and mentally tough behavior. The second part of the study explored how MBT influenced these variables across time. A subsample of 132 male Infantry recruits that passed basic military training first time were analyzed. Across the 26-week course, there was a significant increase in extraversion, and a significant decrease in neuroticism, and external regulation. Results differed slightly when we removed the lowest passing group from the analysis and whether MANOVA or Logistic Regression analysis was used. Results indicate that what you bring to the table will influence pass and retention rates.
新兵在开始军事基础训练(MBT)时所带来的心理特征可能有助于或阻碍成功率。本研究的第一部分探讨了在MBT开始时评估的心理特征如何影响完成后的保留和绩效结果。在开始和完成MBT后,204名英国男性步兵新兵接受了为期26周的战斗步兵课程,他们被评估了性格特征(精神病、神经质和外向性);一组相关的认知(如努力控制);动机(即军事核心价值观的内化);以及对心理强硬行为的评估。成功完成MBT的新兵在年龄、精神状态和心理强硬行为方面均显著高于其他新兵。研究的第二部分探讨了MBT如何随着时间的推移影响这些变量。本文以132名首次通过基本军事训练的男性步兵新兵为样本进行分析。在26周的课程中,外向性显著增加,神经质和外部调节显著减少。当我们从分析中剔除合格率最低的组以及是否使用方差分析或逻辑回归分析时,结果略有不同。结果表明,你所提供的内容将影响通过率和留存率。
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引用次数: 0
Effectiveness of the TSL (Thank you, Sorry, and Love) program for adaptability of military children. TSL(谢谢、对不起、爱)项目对军人儿童适应能力的影响。
IF 1.1 4区 心理学 Q2 Social Sciences Pub Date : 2023-11-13 DOI: 10.1080/08995605.2023.2276638
Hyun Lee, Jae Yop Kim

This study aims to assess the effectiveness of the TSL (Thank you, Sorry, and Love) program in enhancing the adaptability of military children in the Republic of Korea. A total of 30 military children were selected as participants and assigned to three groups: an experimental group receiving the TSL program, a comparison group receiving a resilience program, and a control group. Measures of adaptability (including resilience, perceived stress, depression, family function, and school adaptation) were administered to the military children at pre, post, and follow-up stages. The results reveal significant differences in adaptability between the TSL program participants and the other groups' participants at the post-intervention and follow-up assessments. These findings suggest that the TSL program has the potential to effectively enhance the adaptability of military children and maintain their adaptive capacities across various domains in the long term.

本研究旨在评估TSL(谢谢,对不起,爱)计划在提高韩国军人儿童适应能力方面的有效性。选取30名军人儿童作为研究对象,将其分为三组:实验组接受TSL项目,对照组接受弹性项目,对照组接受弹性项目。对军人儿童在服役前、服役后和随访期间的适应能力(包括心理弹性、压力感知、抑郁、家庭功能和学校适应)进行了测量。结果显示,在干预后和随访评估中,TSL项目参与者与其他组参与者的适应能力存在显著差异。这些研究结果表明,TSL项目有潜力有效提高军人儿童的适应能力,并长期保持其跨领域的适应能力。
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引用次数: 0
Effect of changing threat conditions on police and military commanders' preferences for urgent and offensive actions: An analysis of decision making at the operational level of war. 威胁条件的变化对警察和军事指挥官对紧急和进攻行动的偏好的影响:战争行动层面的决策分析。
IF 1.1 4区 心理学 Q2 Social Sciences Pub Date : 2023-11-03 DOI: 10.1080/08995605.2023.2277609
Jostein Mattingsdal, Bjørn Helge Johnsen, Roar Espevik

A simulation was conducted to examine the decision making of 102 high-ranking police and military commanders (male/female = 88/12, mean years of employment = 22.15) engaged in a simulated hybrid attack on Norway. Four 2 × 3 repeated-measures ANOVA tests were performed, with two groups (police, military) and three phases (peace, war, and post-conflict) as independent variables. The decision tasks of force posture and mission urgency, along with Subject Matter Expert (SME) ratings of decision-making performance, served as dependent variables. By using social cognitive theory as the theoretical framework, the analysis demonstrated within-group effects indicating how the transition from peace to war caused more offensive postures, higher urgency levels, and increased performance in wartime. Between-group differences were also found, illustrating that police commanders had higher levels of urgency than military commanders in general. Regarding force posture, within-group differences were only found in the post-conflict phase, when police commanders returned to pre-war levels, while military commanders showed less offensive postures than in peacetime. No significant between-group differences were found in decision-making performance. The analysis demonstrated new empirical findings about how crisis management is impacted by change and the backgrounds of those in charge. The findings have implications for designing interagency frameworks that improve police-military interoperability in collaborative efforts.

对102名高级警察和军事指挥官(男/女)的决策进行了模拟研究 = 88/12,平均工作年限 = 22.15)参与了对挪威的模拟混合攻击。四个2 × 进行了3次重复测量ANOVA检验,两组(警察、军队)和三个阶段(和平、战争和冲突后)作为自变量。部队态势和任务紧迫性的决策任务,以及决策绩效的主题专家评级,都是因变量。该分析以社会认知理论为理论框架,展示了群体内效应,表明从和平到战争的过渡如何在战时造成更多的进攻态势、更高的紧迫性水平和更高的表现。还发现了群体间的差异,这表明警察指挥官的紧迫感高于一般的军事指挥官。关于部队态势,只有在冲突后阶段才发现小组内部的差异,当时警察指挥官恢复到战前水平,而军事指挥官表现出的进攻态势比和平时期少。在决策绩效方面,组间无显著差异。该分析展示了关于危机管理如何受到变革影响以及负责人背景的新的实证结果。研究结果对设计机构间框架具有启示意义,这些框架可以提高警军合作的互操作性。
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引用次数: 0
Development of the ARENA training programme for resilient performance in defense and security settings. 为国防和安全环境中的弹性表现制定ARENA培训计划。
IF 1.1 4区 心理学 Q2 Social Sciences Pub Date : 2023-11-03 DOI: 10.1080/08995605.2023.2268495
Marc V Jones, Nathan Smith, Lucy Walker, Martin Turner, Andrew McCann, Elizabeth Braithwaite, Danielle Burns, Paul Emmerson, Leonie Webster, Martin Jones

Defense and Security Personnel (DSP) often have to operate in the presence of stressful demands. Prior research has identified factors and processes associated with DSP being able to perform resiliently in demanding situations and settings. The aim of the present study was to develop a resilient performance training programme for UK defense and security operators. An intervention mapping (IM) method was used to guide the development of the programme. Typically, IM follows six sequential phases. In the present work, these phases were shaped by insights from prior research (e.g. systematic review and end user interviews), the input of a dedicated working group (N = 13) and from practitioner focus groups. During the IM process, the importance of programme flexibility was emphasized by practitioners. As such, the enAbling REsilieNt performAnce (ARENA) training programme was designed to be agile and include both face-to-face training and online learning modules. Theoretical behavior change principles, closely aligned to findings of earlier work on resilient defense and security performance, were used to underpin programme content and delivery. Future research should seek to gather data on the impact of the ARENA programme, in the targeted biological, psychological and social factors that previously been associated with resilient performances.

国防和安全人员(DSP)经常不得不在压力很大的情况下工作。先前的研究已经确定了与DSP能够在苛刻的情况和设置中弹性执行相关的因素和过程。本研究的目的是为英国国防和安全运营商制定一项弹性绩效培训计划。采用干预绘图(IM)方法指导该方案的制定。通常,IM遵循六个顺序阶段。在目前的工作中,这些阶段是由先前研究的见解(如系统综述和最终用户访谈)、专门工作组的投入(N = 13) 以及来自从业者焦点小组。在IM过程中,从业者强调了计划灵活性的重要性。因此,enAbling REsilieNet绩效(ARENA)培训计划旨在灵活,包括面对面培训和在线学习模块。理论行为改变原则与早期关于弹性防御和安全性能的研究结果密切一致,被用于支持节目内容和交付。未来的研究应寻求收集有关ARENA计划影响的数据,包括以前与弹性表现相关的有针对性的生物、心理和社会因素。
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引用次数: 0
Peer effects on organizational commitment: Evidence from military cadets. 同伴对组织承诺的影响:来自军校学员的证据。
IF 1.1 4区 心理学 Q2 Social Sciences Pub Date : 2023-11-03 DOI: 10.1080/08995605.2023.2265286
Seungju Hyun, Xyle Ku, Joonyoung Hu, Byeonghyeon Kim, Hoyoun Ki, Jaewon Ko

The commitment of soldiers to the military is essential because it could lead to increased morale, motivation and retention. Despite the accumulation of knowledge about predictors of organizational commitment (OC), efforts to investigate environmental factors influencing OC are in their infancy. We note that individuals shape their attitudes toward the environment based on information obtained from their surroundings, and we investigate peer effects on OC using data from a natural experiment of randomly-assigned military academy roommates. A total of 400 cadets (Sex ratio: 93.5% male, Age: 21.13 ± 1.43 years) from 136 living quarters participated in this quantitative study. In both self- and roommate-reports, we found that the average affective commitment (AC), continuance commitment (CC), and normative commitment (NC) of roommates in a living quarter can still predict AC, CC, and NC of the remaining individual in that same living quarter, respectively, even after controlling for the personal predictors of that remaining individual. Additionally, in self-report, we discovered that when there is a high heterogeneity in AC among roommates within a living quarter, the AC of the remaining individual in that living quarter tends to be higher, even after controlling for the personal predictors of that remaining individual. These findings provide initial evidence that attempting to assign soldiers with low OC to the same living quarters as those with high OC may be worthwhile.

士兵对军队的承诺至关重要,因为这可以提高士气、激励和留住人才。尽管对组织承诺预测因子的知识已经积累,但研究影响组织承诺的环境因素的工作仍处于起步阶段。我们注意到,个体根据从周围环境中获得的信息来塑造他们对环境的态度,我们使用随机分配的军事学院室友的自然实验数据来调查同伴对OC的影响。共有400名学员(性别比:93.5%男性,年龄:21.13±1.43 年)参与了这项定量研究。在自我和室友报告中,我们发现,即使在控制了剩余个体的个人预测因素后,居住区室友的平均情感承诺(AC)、持续承诺(CC)和规范承诺(NC)仍然可以分别预测同一居住区剩余个体的AC、CC和NC。此外,在自我报告中,我们发现,当一个居住区内室友的AC存在高度异质性时,即使在控制了剩余个体的个人预测因素后,该居住区内剩余个体的AC也往往更高。这些发现提供了初步证据,证明将低OC士兵分配到与高OC士兵相同的生活区可能是值得的。
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引用次数: 0
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Military Psychology
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