在以患者为中心的基于计算机的行为改变干预中使用化身的10个优势

C. Lisetti
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We posit that not only is automation needed, but that computer-based interventions (CBI) delivered by empathic virtual avatars also offer complementary advantages to human healthcare, listed below: 1. increase accessibility: as few as one or two short lifestyle change interventions often yield greater change than no counseling at all (Miller&Rollinick, 2002), and yet these short interventions are often unavailable. Because people accept computer-based assessment and feedback programs (Skinner, 1994; Cunningham, 1999) and because these can easily be reproduced (e.g. PC, web, mobile applications), CBIs can increase accessibility to health interventions; 2. increase confidentiality and divulgation: patients that engage in behavior that can put them at risk report more information to a computer interviewer than to its human counterpart (ServanSchreiber, 1986). 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When trained personnel is not available, a good CBI can eliminate variability, providing more people with motivating experiences; 5. avoid righting reflex with infinite patience: Counselors often experience the righting reflex, or the tendency to set things right by employing direct advocacy, thereby acting out patients’ ambivalence toward change. But providing extrinsic motivation is not conducive of change, and successful counselors are ones who can inhibit their righting reflex (Miller&Rollnick, 2002). Though we thrive to build humane computers, computers inherently do not have the righting reflex and can respect patients’ pace toward change (Prochaska, 1997) by demonstrating infinite patience; 6. address low literacy: most efforts to provide patients with web-based interventions use text to communicate. The average american reads at the 8th grade level and 20% read below the 5th grade (Neuhauser&Kreps, 2011). So not only do they not want to read webpages, many are not able. Similar issues arise for technophobic users. Embodied conversational agents (ECAs) (Cassell, 2000) are virtual characters who use synthetic text-to-speech to communicate, and who can thereby shrink the literacy divide for low reading and/or computer literacy populations (Lisetti&Wagner, 2008); 7. reduce high attrition rates: physical embodiment and presence increases importance and social facilitation (Zajonc, 1965). When people anthropomorphize a computer character, they get more engaged, interact socially and attempt conversational grounding (Reeves&Nass, 1996; Kiesler et al., 2008). Avatar-based interventions can address high attrition rates found in current CBIs by increasing engagement; 8. implement patient-physician concordance: there is a strong link between race/language concordance and the quality of healthcare processes. Yet, even though African, Hispanic and Native Americans represent more than 25% of the US population, they only comprise fewer than 9% nurses, 6% physicians, and 5% dentists (Cooper&Power, 2004). While ethnic diversity among health professionals is being increased, ECAs’ racial features can already match the patient’s race, and immediately help fill the current race concordance gap, because people respond to ethnicity in ECAs in the same way as with humans (Nass&Ibister, 2003); 9. provide working alliance: a strong patient-physician working alliance is one of the most important predictors of positive patient outcomes. With their anthropomorphic features, ECAs provide strong social cues and people can develop personal relationships with them (e.g. coach, companion) (Cassell, 2000) similar to a working alliance; 10. express empathy: the ability for health practitioners to exhibit empathy is crucial for success (Miller&Rollnick, 2002). 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引用次数: 18

摘要

最近流行的行为问题,如肥胖、过度饮酒、吸烟和吸毒,使人们面临疾病(如糖尿病、心血管疾病)的风险,而这些疾病通常可以通过改变生活方式,如通过节食和/或体育锻炼来减肥来预防。因此,医学已经开始朝着寻找预防性促进健康的方法而不是仅仅治疗已经确立的疾病的方向发展。正在采取旨在帮助人们改变生活方式的健康促进干预措施,但这些问题的普遍性要求采取严厉措施,迅速增加不同人群获得有效的行为改变干预措施的机会。我们认为,不仅需要自动化,而且由移情虚拟化身提供的基于计算机的干预(CBI)也为人类医疗保健提供了补充优势,如下所列:增加可及性:一到两次短期的生活方式改变干预往往比完全没有咨询产生更大的变化(Miller&Rollinick, 2002),然而这些短期的干预往往是不可获得的。因为人们接受基于计算机的评估和反馈程序(Skinner, 1994;Cunningham, 1999),而且由于这些可以很容易地复制(例如个人电脑、网络、移动应用程序),CBIs可以增加获得卫生干预措施的机会;2. 增加保密性和泄露:从事可能使他们处于危险中的行为的患者向计算机采访者报告的信息比向人类采访者报告的信息更多(ServanSchreiber, 1986)。cbi提供了人类无法访问的敏感信息,可以解决否则会被忽视的问题;3.量身定制的信息:量身定制的沟通,旨在满足一个特定的人的需求,而不是通用的沟通(如小册子),可以带来更好的患者结果,并且来自个人评估。cbi可以评估和创建用户配置文件,以提供量身定制的信息,并在多个自适应会话中动态更新用户配置文件;4. 减少可变性:在不同的咨询师的病人的改善率上存在很大的可变性(25% - 100%)(Miller&Rollnick, 2002)。当没有训练有素的人员时,一个好的CBI可以消除可变性,为更多的人提供激励经验;5. 以无限的耐心避免纠正反射:咨询师经常会经历纠正反射,或者倾向于通过直接的辩护来纠正事情,从而表现出患者对改变的矛盾心理。但是提供外在动机是不利于改变的,成功的咨询师是那些能够抑制他们的纠正反射的人(Miller&Rollnick, 2002)。虽然我们热衷于制造人性化的计算机,但计算机本身没有纠正反射,可以通过表现出无限的耐心来尊重患者走向变化的步伐(Prochaska, 1997);6. 解决识字率低的问题:为患者提供基于网络的干预措施的大多数努力都使用文本进行交流。美国人的平均阅读水平为8年级,20%的人的阅读水平低于5年级(Neuhauser&Kreps, 2011)。所以他们不仅不想看网页,很多人也没有能力。类似的问题也出现在技术恐惧症用户身上。具体化会话代理(eca) (Cassell, 2000)是使用合成文本到语音进行交流的虚拟角色,因此可以缩小低阅读和/或计算机读写能力人群的读写能力差距(Lisetti&Wagner, 2008);7. 减少高流失率:身体的体现和存在增加了重要性和社会便利(Zajonc, 1965)。当人们拟人化计算机角色时,他们会更加投入,进行社交互动,并尝试对话基础(Reeves&Nass, 1996;Kiesler et al., 2008)。基于化身的干预措施可以通过增加用户粘性来解决当前CBIs中存在的高流失率问题;8. 实施医患协调:种族/语言协调与医疗保健过程的质量之间有着密切的联系。然而,尽管非洲裔、西班牙裔和美洲原住民占美国人口的25%以上,但他们只占不到9%的护士、6%的医生和5%的牙医(Cooper&Power, 2004)。虽然卫生专业人员的种族多样性正在增加,但eca的种族特征已经可以与患者的种族相匹配,并立即有助于填补目前的种族一致性差距,因为eca中的人们对种族的反应与人类相同(Nass&Ibister, 2003);9. 提供工作联盟:一个强大的病人-医生工作联盟是积极的病人结果的最重要的预测因素之一。由于它们的拟人化特征,eca提供了强大的社会线索,人们可以与它们建立类似于工作联盟的个人关系(例如教练、同伴)(Cassell, 2000);10. 表达同理心:健康从业者表现出同理心的能力对成功至关重要(Miller&Rollnick, 2002)。 早期的研究表明,建立共情模型是可行的(Gratch et al., 2011),进一步的进展将使人们能够依靠与他们的网络帮助代理的长期支持关系来促进健康。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
10 advantages of using avatars in patient-centered computer-based interventions for behavior change
Recent epidemics of behavioral issues such as obesity, excessive alcohol, tobacco, and drug use, place people at risk of diseases (e.g. diabetes, cardiovascular troubles) which can often be prevented by lifestyle changes such as loosing weight with a diet and/or physical exercise. Medicine has therefore started to move toward finding ways of preventively promoting wellness rather than solely treating already established illness. Health promotion interventions aimed at helping people to change lifestyle are being deployed, but the epidemic nature of these problems calls for drastic measures to rapidly increase access to effective behavior change interventions for diverse populations. We posit that not only is automation needed, but that computer-based interventions (CBI) delivered by empathic virtual avatars also offer complementary advantages to human healthcare, listed below: 1. increase accessibility: as few as one or two short lifestyle change interventions often yield greater change than no counseling at all (Miller&Rollinick, 2002), and yet these short interventions are often unavailable. Because people accept computer-based assessment and feedback programs (Skinner, 1994; Cunningham, 1999) and because these can easily be reproduced (e.g. PC, web, mobile applications), CBIs can increase accessibility to health interventions; 2. increase confidentiality and divulgation: patients that engage in behavior that can put them at risk report more information to a computer interviewer than to its human counterpart (ServanSchreiber, 1986). Provided with sensitive information that a human would not have access to, CBIs can address issues that would otherwise be ignored; 3. tailor information: tailored communication, intended to reach one specific person’s needs vs. generic communication (e.g. a brochure), lead to better patient outcomes and are derived from individual assessment. CBIs can assess and create a user profile to deliver tailored information, and dynamically update the user profile over multiple adaptive sessions; 4. diminish variability: there exists wide variability (25%100%) in different counselor’s rates of improvement among their patients (Miller&Rollnick, 2002). When trained personnel is not available, a good CBI can eliminate variability, providing more people with motivating experiences; 5. avoid righting reflex with infinite patience: Counselors often experience the righting reflex, or the tendency to set things right by employing direct advocacy, thereby acting out patients’ ambivalence toward change. But providing extrinsic motivation is not conducive of change, and successful counselors are ones who can inhibit their righting reflex (Miller&Rollnick, 2002). Though we thrive to build humane computers, computers inherently do not have the righting reflex and can respect patients’ pace toward change (Prochaska, 1997) by demonstrating infinite patience; 6. address low literacy: most efforts to provide patients with web-based interventions use text to communicate. The average american reads at the 8th grade level and 20% read below the 5th grade (Neuhauser&Kreps, 2011). So not only do they not want to read webpages, many are not able. Similar issues arise for technophobic users. Embodied conversational agents (ECAs) (Cassell, 2000) are virtual characters who use synthetic text-to-speech to communicate, and who can thereby shrink the literacy divide for low reading and/or computer literacy populations (Lisetti&Wagner, 2008); 7. reduce high attrition rates: physical embodiment and presence increases importance and social facilitation (Zajonc, 1965). When people anthropomorphize a computer character, they get more engaged, interact socially and attempt conversational grounding (Reeves&Nass, 1996; Kiesler et al., 2008). Avatar-based interventions can address high attrition rates found in current CBIs by increasing engagement; 8. implement patient-physician concordance: there is a strong link between race/language concordance and the quality of healthcare processes. Yet, even though African, Hispanic and Native Americans represent more than 25% of the US population, they only comprise fewer than 9% nurses, 6% physicians, and 5% dentists (Cooper&Power, 2004). While ethnic diversity among health professionals is being increased, ECAs’ racial features can already match the patient’s race, and immediately help fill the current race concordance gap, because people respond to ethnicity in ECAs in the same way as with humans (Nass&Ibister, 2003); 9. provide working alliance: a strong patient-physician working alliance is one of the most important predictors of positive patient outcomes. With their anthropomorphic features, ECAs provide strong social cues and people can develop personal relationships with them (e.g. coach, companion) (Cassell, 2000) similar to a working alliance; 10. express empathy: the ability for health practitioners to exhibit empathy is crucial for success (Miller&Rollnick, 2002). Early research shows that it is feasible to model empathy (Gratch et al., 2011) and further progress will enable people to count on long lasting supportive relationships with their cyber help agents for health promotion.
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