Intrinsic motivation

内在动机
  • 文章类型: Journal Article
    许多研究报告说,晚上的人学业成绩差,认知的一般昼夜节律波动。这项研究的目的是分析横截面设计中的昼夜节律波动,并研究时间型对情境情绪和内在动机的影响。在三所土耳其中学进行了一项横断面调查研究,共抽样599名学生(283名女性和316名男性)。数据是在相同年级和内容的特定数学课结束时收集的,使用结合三个尺度的形式。我们发现内在动机没有性别相关的差异,而情境动机存在一些差异。在数学课上,女学生表现出更高的兴趣,而男孩在无聊方面得分更高。此外,早上得分高的学生会报告更高的兴趣水平,幸福,更少的无聊。具有较高稳定性(以及白天情绪和认知波动较低)的学生报告了更高的享受程度,感知能力,感知的选择,和较少的压力/紧张的数学课。在清晰度之间观察到正相关,兴趣,和幸福,而鲜明与无聊之间存在负相关。这表明昼夜稳定性较高的学生表现出更高的兴趣,幸福,和较低的无聊程度。此外,分析结果表明,早晨,清晰度,和晚上是内在动机的重要预测因子。相反,性别,申请时间,早晨,和独特性成为数学课中情境情绪的预测因子。
    Many studies have reported poor school achievement in evening persons and general circadian fluctuations in cognition. The aim of this study was to analyze circadian fluctuations in a cross-sectional design and examine the effects of chronotype on situational emotions and intrinsic motivation. A cross-sectional survey study was conducted in three Turkish secondary schools with a total sample of 599 students (283 females and 316 males). Data were collected at the end of specific math lessons of the same grade level and content, using a form combining three scales. We found no gender-related differences in intrinsic motivation, while there were some differences in situational motivation. In math classes, female students exhibited higher level of interest, while boys scored higher on boredom. In addition, students who scored high on morning affect reported higher levels of interest, well-being, and less boredom. Students with higher stability (and lower fluctuations in mood and cognition during the day) reported a higher degree of enjoyment, perceived competence, perceived choice, and less pressure/tension in their math lessons. A positive association was observed between distinctness, interest, and well-being, while negative correlations existed between distinctness and boredom. This suggests that students with higher diurnal stability reported a higher level of interest, well-being, and a lower level of boredom. Additionally, the results of the analyses showed that morningness, distinctness, and eveningness were significant predictors of intrinsic motivation. Conversely, gender, time of application, morningness, and distinctness emerged as predictors for situational emotions in mathematics classes.
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  • 文章类型: Journal Article
    扎根于自决理论,本文讨论了对基本心理需求和个人支持的多维测量,以及对体育教学中内在动机和感知能力发展的综合影响。除了自治支持的支持性教师行为外,能力支持和亲属关系支持,同伴亲密关系支持是一个额外的因素。
    来自瑞士各个德语区的72个班级的1,047名学生参加了这项研究。使用多水平验证性因子分析对假设的四因子结构进行了分析。内在动机和感知能力的纵向测量不变性测试表明标量测量不变性。指定了多水平回归分析来分析内在动机和感知能力发展的纵向影响,由此检查了单个因素的影响以及在包含所有预测因子的情况下的调整后的影响。
    多级验证性因子分析的结果表明,假设的四因素模型(例如,CFI=0.97;TLI=0.96;RMSEA=0.04;SRMR=0.11)在两个级别上都优于替代模型。关于内在动机和感知能力发展的预测,我们的研究强调了基本心理需求支持的预测价值。检验个体预测因子影响的模型表明,这些影响在班级和个人层面上都与预期基本一致。在班级层面,然而,自主支持似乎不是内在动机发展的显著预测因子(p<0.10),但对于感知能力(p<0.05)。在两个分析级别上,同伴相关性支持是两个结果变量的重要预测因子。关于所有预测因子的同时整合,只有同伴关系支持的影响对两个结果变量仍然显著.
    在自主性支持的单维测量或心理需求支持的复合因素的共同概念化背景下,工具多维性的经验支持特别有趣,因此,只有少数研究充分测试了因子效度。尽管在多水平回归分析中可以证明支持性教师行为的显著影响,这也表明不同维度缺乏增量预测效度。特别值得注意的是同伴亲密关系支持的作用很少被研究,这被证明是一个有意义的预测因子,即使考虑到支持教师的行为。
    UNASSIGNED: Grounded in self-determination theory, this article deals with a multidimensional measurement of the support of the basic psychological needs and the individual and combined effects on the development of intrinsic motivation and perceived competence in physical education. In addition to the supportive teacher behaviors of autonomy support, competence support and relatedness support, peer relatedness support is examined as an additional factor.
    UNASSIGNED: A total of 1,047 students from 72 classes from various German-speaking Swiss cantons took part in the study. The hypothesized four factorial structure was analyzed using multilevel confirmatory factor analyses. Longitudinal measurement invariance testing of intrinsic motivation and perceived competence indicates scalar measurement invariance. Multilevel regression analyses were specified to analysis the longitudinal effects on the development of intrinsic motivation and perceived competence, whereby both the effects of the individual factors as well as the adjusted effects under the inclusion of all predictors were examined.
    UNASSIGNED: Results of multilevel confirmatory factor analysis indicate that the hypothesized four-factor model (e.g., CFI = 0.97; TLI = 0.96; RMSEA = 0.04; SRMR between = 0.11) is to be favored over alternative models at both levels. Regarding the prediction of the development of intrinsic motivation and perceived competence our study underlines the predictive value of basic psychological need support. The models that examine the effects of the individual predictors indicate that the effects are largely consistent with expectations at both the class and individual level. At class level, however, autonomy support appears to be no significant predictor for the development of intrinsic motivation (p < 0.10), but for perceived competence (p < 0.05). Peer relatedness support is a significant predictor for both outcome variables at both levels of analysis. Regarding the simultaneous integration of all predictors, only the effects of peer relatedness support remain significant for both outcome variables.
    UNASSIGNED: The empirical support of the multidimensionality of the instrument is particularly interesting in the context of the common conceptualization of a unidimensional measurement of autonomy support or a composite factor of psychological need support, whereby only few studies have adequately tested the factorial validity. Although significant effects of supportive teacher behaviors can be demonstrated in the multilevel regression analyses, it is also indicated that the different dimensions lack of incremental predictive validity. Particularly noteworthy is the rarely investigated role of peer relatedness support, which has been shown to be a meaningful predictor, even when supportive teacher behaviors are taken into account.
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  • 文章类型: Journal Article
    我们提出了一种端到端的架构,用于受两种生物计算启发的具体探索:预测编码和不确定性最小化。该架构可以以与任务无关且本质驱动的方式应用于任何探索设置。我们首先在迷宫导航任务中演示了我们的方法,并表明它可以发现环境的潜在过渡分布和空间特征。第二,我们将我们的模型应用于更复杂的主动视觉任务,代理主动采样其视觉环境以收集信息。我们表明,我们的模型通过探索构建无监督的表示,使其能够有效地对视觉场景进行分类。我们进一步表明,与其他基线相比,使用这些表示进行下游分类可以提高数据效率和学习速度,同时保持较低的参数复杂度。最后,我们模型的模块化结构促进了可解释性,允许我们在探索过程中探索其内部机制和表征。
    We present an end-to-end architecture for embodied exploration inspired by two biological computations: predictive coding and uncertainty minimization. The architecture can be applied to any exploration setting in a task-independent and intrinsically driven manner. We first demonstrate our approach in a maze navigation task and show that it can discover the underlying transition distributions and spatial features of the environment. Second, we apply our model to a more complex active vision task, whereby an agent actively samples its visual environment to gather information. We show that our model builds unsupervised representations through exploration that allow it to efficiently categorize visual scenes. We further show that using these representations for downstream classification leads to superior data efficiency and learning speed compared to other baselines while maintaining lower parameter complexity. Finally, the modular structure of our model facilitates interpretability, allowing us to probe its internal mechanisms and representations during exploration.
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  • 文章类型: Journal Article
    在机器人输入饱和的不确定环境中,基于模型的强化学习(MBRL)和传统控制器都难以最佳地执行控制任务。在这项研究中,结合好奇心和基于模型的方法,提出了好奇心模型策略优化(CMPO)的算法框架,其中,通过训练代理对传统的无模型控制器的控制增益来减少跟踪误差。首先,提出了判断积极和消极好奇心的指标。采用约束优化来更新好奇心比,提高了代理人培训的效率。接下来,定义新颖性距离缓冲比以减少环境与模型之间的偏差。最后,在具有非线性奖励设计的机器人环境中,使用传统控制器和基线MBRL算法模拟CMPO。实验结果表明,该算法具有优越的跟踪性能和泛化能力。
    In uncertain environments with robot input saturation, both model-based reinforcement learning (MBRL) and traditional controllers struggle to perform control tasks optimally. In this study, an algorithmic framework of Curiosity Model Policy Optimization (CMPO) is proposed by combining curiosity and model-based approach, where tracking errors are reduced via training agents on control gains for traditional model-free controllers. To begin with, a metric for judging positive and negative curiosity is proposed. Constrained optimization is employed to update the curiosity ratio, which improves the efficiency of agent training. Next, the novelty distance buffer ratio is defined to reduce bias between the environment and the model. Finally, CMPO is simulated with traditional controllers and baseline MBRL algorithms in the robotic environment designed with non-linear rewards. The experimental results illustrate that the algorithm achieves superior tracking performance and generalization capabilities.
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  • 文章类型: Journal Article
    已经提出舞蹈来支持优于非舞蹈形式的治疗性身体活动的内在动机。然而,这一假设还有待实证评估,特别是在患有神经病理学的人群中,例如患有化疗引起的神经系统并发症的癌症幸存者。关于动机的问题与临床结果相关,因为动机介导神经可塑性。我们对一项随机对照研究进行了二次分析,以开始研究个人动机与基于舞蹈的干预对癌症神经系统并发症人群健康衰老的神经生理影响之间的关系。
    我们使用内在动机清单来衡量动机,通过自我决定理论的心理学方法验证了患者报告的结果。我们评估了内在动机,外在动机,在一项旨在减轻化疗引起的损害症状的舞蹈与运动的随机对照试验中,对干预的满意度。52名患有化疗引起的神经病变诊断和相关的感觉运动功能缺陷的乳腺癌幸存者被随机分配(1:1)至8周的合作舞蹈或家庭运动,每两周进行一次(NCT05114005;R21-AG068831)。
    虽然不同干预措施的满意度没有差异,随机跳舞的参与者的内在动机高于随机运动的参与者(在所有时间点,p<0.0001:2周,4周,6周,和8周的干预),2周(p=0.04)和8周(p=0.01)的外在动机。
    这些数据提供了证据,表明社交舞蹈比通常推荐作为治疗性体力活动的家庭锻炼类型更具激励性。结果为未来研究基于舞蹈的疗法对具体机构的影响提供了方向,神经可塑性改变,和临床相关的神经病变改善。
    UNASSIGNED: Dance has been proposed to support superior intrinsic motivation over non-dance forms of therapeutic physical activity. However, this hypothesis has yet to be evaluated empirically, particularly among populations living with neuropathology such as survivors of cancer with neurologic complications from chemotherapy treatment. Questions about motivation are relevant to clinical outcomes because motivation mediates neuroplasticity. We conducted this secondary analysis of a randomized-controlled study to begin to investigate the relationships between personal motivation and neurophysiologic effects of dance-based intervention for healthy aging among populations with neurologic complications of cancer.
    UNASSIGNED: We measured motivation using the Intrinsic Motivation Inventory, a validated patient-reported outcome from the psychological approach of Self Determination Theory. We assessed intrinsic motivation, extrinsic motivation, and satisfaction with intervention within a randomized controlled trial of dance versus exercise designed to alleviate symptoms of chemotherapy-induced impairment. Fifty-two survivors of breast cancer with chemotherapy-induced neuropathy diagnosis and associated sensorimotor functional deficits were randomized (1:1) to 8 weeks of partnered dance or home exercise, performed biweekly (NCT05114005; R21-AG068831).
    UNASSIGNED: While satisfaction did not differ between interventions, intrinsic motivation was higher among participants randomized to dance than those randomized to exercise (p < 0.0001 at all timepoints: 2 weeks, 4 weeks, 6 weeks, and 8 weeks of intervention), as was extrinsic motivation at 2 weeks (p = 0.04) and 8 weeks (p = 0.01).
    UNASSIGNED: These data provide evidence that social dance is more motivating than the type of home exercise generally recommended as therapeutic physical activity. The results inform directions for future study of the effect of dance-based therapeutics on embodied agency, neuroplastic changes, and clinically-relevant neuropathic improvement.
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  • 文章类型: Journal Article
    背景动机失调在几种精神疾病中很常见。然而,对动机和所涉及的区域大脑区域之间的关系知之甚少。我们评估了精神分裂症患者的脑微结构特征与因果关系取向之间的关系,抑郁症(MDD),使用扩散峰度成像(DKI)技术和双相情感障碍(BD)。方法40例MDD患者,36与BD,30例精神分裂症患者接受了DKI治疗,并使用一般因果关系量表(GCOS)进行了评估。我们分析了DKI指数和GCOS分量表。结果精神病患者的GCOS自主取向得分与前额区平均峰度(MK)值呈显著正相关,眶额叶区域,和后扣带皮质。当分别按疾病和性别进行分析时,GCOS自主性定向评分与经诊断的左前额叶区域MK值呈正相关,尤其是女性MDD患者,BD,和精神分裂症。结论精神分裂症患者的内在动机与左前额叶皮质MK值之间存在相似的关联。MDD,BD。这些疾病之间这种关联的共性可能导致发现用于精神病学临床研究的新生物标志物。
    Background Motivation dysregulation is common in several psychiatric disorders. However, little is known about the relationships between motivation and the regional brain areas involved. We evaluated the relationships between brain microstructural features and causality orientation in patients with schizophrenia, major depressive disorder (MDD), and bipolar disorder (BD) using diffusional kurtosis imaging (DKI) techniques. Methods Forty patients with MDD, 36 with BD, and 30 with schizophrenia underwent DKI and assessment using the General Causality Orientation Scale (GCOS). We analyzed the DKI index and the GCOS subscales. Results The psychiatric patients showed significant positive correlations between the GCOS-autonomy orientation score and the mean kurtosis (MK) values in the prefrontal regions, orbitofrontal regions, and posterior cingulate cortex. When the analyses were performed separately by disease and gender, a positive correlation was found between the GCOS-autonomy orientation score and the MK values in the left prefrontal regions transdiagnostically, especially among female patients with MDD, BD, and schizophrenia. Conclusions A similar association between intrinsic motivation and MK value in the left prefrontal cortex was suggested in patients with schizophrenia, MDD, and BD. The commonality of this association among these disorders might lead to the discovery of a new biomarker for psychiatric clinical research.
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  • 文章类型: Journal Article
    作为青少年的重要社交媒介,父母可能会严重影响青少年的身体活动,但他们在青少年身体活动体验中的作用尚未得到充分研究。此外,关于父母促进青少年积极身体活动体验的潜在机制的研究缺乏。使用464名城市和主要是西班牙裔和非裔美国青少年的纵向样本,这项研究调查了父母支持对青少年身体活动体验的影响。结构方程模型的结果表明,在控制青少年性别后,身体质量指数,和感知到的整体健康,父母支持对青少年的重组能力有积极影响(即,在不愉快的经历中构建有意义和令人满意的活动的能力)和内在动机(即,由固有的兴趣和享受驱动的活动参与)在体育活动中,这反过来又对青少年的身体活动体验产生了积极的影响。在这些关系中没有发现显著的性别差异。讨论了理论和实践意义。
    As important socializing agents of adolescents, parents may substantially influence adolescents\' physical activity but their roles in adolescents\' physical activity experience have not been sufficiently studied. Furthermore, there is a dearth of research on potential mechanisms through which parents may promote adolescents\' positive physical activity experience. Using a longitudinal sample of 464 urban and primarily Hispanic and African American adolescents, this study examined the impact of parental support on adolescents\' physical activity experience. Results of structural equation modeling showed that after controlling for adolescents\' gender, body mass index, and perceived overall health, parental support positively affected adolescents\' restructuring ability (i.e., ability to construct meaningful and satisfying activities during unpleasant experiences) and intrinsic motivation (i.e., activity participation driven by inherent interest and enjoyment) in physical activity, which in turn positively affected adolescents\' physical activity experience. No significant gender differences were found in these relationships. Theoretical and practical implications are discussed.
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  • 文章类型: Journal Article
    在临床实践中,初级医生定期接受顾问的监督。借鉴基本心理需求理论,顾问的监督风格可能会影响初级医生的内在动机在心理需求挫折和心理需求满足方面不同。为了检查(去)激励监督风格的影响,我们在初级医生中进行了两项实验性小插图研究。在研究1中(N=150,73.3%为女性),我们使用了2(需要支持:高vs.低)x2(方向性:高与低)学科间设计和,在研究2中,具有相同因素的受试者内设计(N=46,71.7%为女性)。两项研究都揭示了需要支持性监督风格对心理需要满意度的一致积极影响(+),需要挫败感(-),和内在动机(+)。特别是在研究2中,主管的指导性加强了需求支持风格的主要作用。此外,在两项研究中,通过心理需要挫折和心理需要满足来解释监督方式对内在动机的影响。我们讨论了这些发现对研究生临床培训的意义。
    In clinical practice, junior doctors regularly receive supervision from consultants. Drawing on Basic Psychological Needs Theory, consultants\' supervision styles are likely to affect junior doctors\' intrinsic motivation differently in terms of psychological need frustration and psychological need satisfaction. To examine the effects of (de)motivating supervision styles, we conducted two experimental vignette studies among junior doctors. In Study 1 (N = 150, 73.3% female), we used a 2 (need support: high vs. low) x 2 (directiveness: high vs. low) between-subjects design and, in Study 2, a within-subjects design with the same factors (N = 46, 71.7% female). Both studies revealed a consistent positive effect of need-supportive supervision styles on psychological need satisfaction (+), need frustration (-), and intrinsic motivation (+). Particularly in Study 2, the main effect of need-supportive styles was strengthened by supervisor\'s directiveness. Moreover, in both studies, the effects of supervision styles on intrinsic motivation were explained through psychological need frustration and psychological need satisfaction. We discuss the implications of these findings for postgraduate clinical training.
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  • 文章类型: Journal Article
    荷兰职业医学协会认为员工价值观是职业医学的重要支柱。职业医生应该专注于员工认为有价值的东西。然而,目前尚不清楚职业医师如何遵守这项政策并关注员工价值观.本研究旨在通过绘制职业医生关注员工价值观的程度来填补这一空白。
    我们通过对10名荷兰职业医生的深入访谈,采用了一种探索性的定性研究方法。此外,进行了两项非参与观察.
    结果表明,值大部分保持隐式,并且直观或不自觉地但不明确地应用。因此,荷兰职业医学协会政策的道德要求仍然存在不足和执行不足。多方面促进或阻碍关于价值观的对话。至于提到的价值观,它们主要是外在的,社会,以声望为导向。内在价值几乎没有被提及。然而,一些职业医生明确表示他们关注价值观,并报告说,关注员工价值观有助于与员工更好的合作和决策。我们认为,关注内在价值可以提高职业医师的整体工作质量,并有利于员工的福祉。
    UNASSIGNED: The Dutch Association for Occupational Medicine considers employee values to be an essential pillar in occupational medicine. The occupational physician should focus on what an employee finds valuable. However, it is unclear how occupational physicians comply with this policy and pay attention to employee values. The present study aims to fill this gap by mapping to what extent occupational physicians pay attention to employee values.
    UNASSIGNED: We used an exploratory qualitative research method through in-depth interviews with 10 Dutch occupational physicians. Additionally, two non-participating observations were conducted.
    UNASSIGNED: The results show that values remain mostly implicit and are applied intuitively or unconsciously but not explicitly. Hence, the ethical requirements of the Dutch Association for Occupational Medicine policy remain underexposed and under-executed. Multiple facets foster or impede a conversation about values. As far values were mentioned they were mainly extrinsic, social, and prestige-oriented. Intrinsic values were hardly mentioned. However, a few occupational physicians explicitly stated that they pay attention to values and reported that heeding to employee values contributes to better collaboration and decision-making with the employee. We argue that paying attention to intrinsic values may improve the overall work quality of occupational physicians and benefit employee well-being.
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  • 文章类型: Journal Article
    体育活动和运动可以被认为是视觉障碍人士的重要动力来源;然而,人们对盲人参与运动以及影响他们运动参与的自尊和动机等个人内部变量的关注有限。本研究的目的是a)探讨盲人运动员的自尊与内在动机之间的关系,和b)评估自尊和内在动机的水平,并根据性别和运动类型(个人团队运动)确定内在动机和自尊的差异。参与者是78名(27名女性)希腊盲人运动员(30.29±1.18岁),参加团体(N=44)和个人(N=34)运动。参与者完成了内在动机问卷(IMI)和Rosenberg自尊量表(RSES)问卷。研究结果表明,高自尊值可以预测盲人运动员的感知能力(p=.001),并增强他们的内在动机,同时使他们能够调节压力和紧张(p<.05)。然而,女运动员似乎比男性更有压力(p<0.05),有趣的是,团体运动运动员的内在动机得分高于个人运动运动员(p<0.05)。这些发现提供了有关自尊在盲人运动员动机档案中的作用的有用见解,并提请注意感知能力在盲人运动员运动经历中的作用,强调团队运动环境可以作为增强内在动机的沃土。
    Physical activity and sports can be considered important sources of motivation for people with visual impairments; however limited attention has been given to blind peoples\' involvement in sports and to the intra-personal variables such as self-esteem and motivation that affect their sport participation. The purpose of the present study was a) to explore the relationship between self-esteem and intrinsic motivation in blind athletes, and b) to assess the levels of self-esteem and intrinsic motivation and identify differences in intrinsic motivation and self-esteem as a function of gender and sport type (individual-team sports). Participants were 78 (27 females) Greek blind athletes (30.29 ± 1.18 years of age) competing in team (N = 44) and individual (N = 34) sports. Participants completed the Intrinsic Motivation Inventory questionnaire (IMI) and Rosenberg Self-Esteem Scale (RSES) questionnaire. The findings revealed that high values on self-esteem could predict blind athletes\' perceived competence (p = .001) and strengthen their intrinsic motivation while enabling them to regulate pressure and tension (p < .05). However, female athletes appeared to be more pressured than males (p < .05), and interestingly, team sport athletes scored higher in intrinsic motivation than individual sports athletes (p < .05). The findings provide useful insights regarding the role of self-esteem in blind athletes\' motivational profiles and draw attention to the role of perceived competence in blind athletes\' sporting experiences, emphasizing that team sport context may serve as a fertile ground for enhancing intrinsic motivation.
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