Study design

The Health and Wellness Program for Seniors (HWePS) is a two-arm, non-randomized, controlled cluster trial that seeks to evaluate a theory-guided, technology-enhanced, integrated health-equity intervention model for older residents in urban, low-income communities in Seoul, Korea, during the COVID-19 pandemic. The HWePS targets complex, multi-level factors influencing disparities, including factors at the individual, interpersonal (social), and community levels [10]. The schedule of enrollment, intervention, and assessment of the intervention is summarized in Fig. 1. A total of two measurements (pre- and post-intervention) are conducted on each individual. A 12-week case management program aiming to build self-care skills and practice with a nurse coach and peer support is rolled out in three clusters and spans an overall study period of approximately 12 months. A community-wide, multi-channel information delivery service aiming to promote heath literacy, and a healthy-living, healthy-aging initiative aiming to build community capacity and resources/networks are continued throughout the entire intervention period. This intervention was developed through a mixed-methods approach guided by 6SQuID [31]; various stakeholders have been involved in developing the heath disparity intervention project, starting with its inception and continuing throughout the entire intervention development process, which will be published as a separate paper. The trial described here is prospectively registered at ISRCTN. This protocol has been reported following TREND guidelines [32].

Fig. 1
figure 1

The schedule of enrollment, interventions, and assessments of the HWePS program

Study setting and participants

The HWePS is being conducted in two urban neighborhoods (dong; 1 intervention dong, 1 control dong) within Jungnang-gu in Seoul, Korea. Jungnang-gu, one of the easternmost districts of Seoul, is home to a higher-than-average proportion of older adults living alone (8.7% vs. 7.1% in Seoul) and people receiving national basic livelihood security (7.0% vs. 4.1% in Seoul). Out of the 25 districts in Seoul, Jungnang-gu has the third lowest fiscal independence rate as of 2020 [33]. The intervention and control areas (dong) within Jungnang-gu have similar proportions of older residents, but they are geographically remote from each other in order to prevent any spillover effect. The selection of these particular neighborhoods was also based on health statistics about the areas as well as input from the public health center in Jungnang-gu regarding service needs in the intervention areas.

Study participants include older adults residing in the intervention and control areas who consent to participate in the research study. Participants come from a pool of individuals who participated in a community-wide community health and wellness survey conducted in late 2020 [34]. Inclusion criteria for participants are as follows: 1) aged 65 or older, 2) non-frail based on the K-FRAIL [35], 3) not a long-term care insurance beneficiary, and 4) not planning to move away from the area during the intervention period. Study participation is entirely voluntary, and participants may withdraw from the study at any time.


Components of the HWePS

  1. 1.

    Health literacy intervention based on individual- and community-needs assessment

The HWePS aims to increase personal and also community health literacy through a community-wide, multi-channel health information delivery service and individualized self-checkups of functional capacity. The former aims to increase the access of community residents to valid and reliable heath information tailored for the information needs of the community during COVID-19, when community health and social services are closed or largely reduced. The contents of the health information service have been curated based on a needs assessment via a community-wide health and wellness survey in late 2020 [34] and other relevant reports/statistics, as well as various input obtained during the intervention development process from residents, community leaders, clinical professionals, and health and administrative officers in the community. The evidence-based contents cover a wide range of health information aiming to prevent frailty and promote healthy aging, including suggestions for improving physical activity, nutrition/diet, mental health, social relationships, and safety measures related to COVID-19. This health information is delivered regularly via SMS as an e-poster or via postal mail according to each older person’s preference. The information delivery service is augmented by weekly in-person or phone counseling provided by community nurses, an optional service for anyone who would like to ask questions for a better understanding of the delivered information and/or seek further information and services.

The self-checkup is a decision-support service that aims to help older persons assess and be aware of their own strength, weakness, and risk factors in maintaining and promoting functional capability [3]. The self-checkup service is a smartphone application-based, multi-dimensional functional assessment tool using the interRAI Check-Up Self-Version (CUSR) and other intervention-relevant items. The CUSR is a valid and reliable self-assessment tool designed to examine the health and functional status of relatively healthy community-dwelling residents by themselves or with the assistance of family members/lay helpers [27, 36]. Upon completion of a 90-item health check-up, the CUSR generates a report including key function scales and a list of clinical assessment points for common geriatric health risks (e.g., pain, falls, inactivity, smoking/drinking, nutrition, cardiovascular disease, etc.) using triggers derived from evidence-based algorithms. The self-checkup experience is expected to motivate older persons to seek appropriate health information and services relevant to their own health risks, empower them to make a self-care plan, become interested in self-care skill-building activities, and practice a healthy lifestyle, all which are the contents of the (self-)care management component of the HWePS described below.

  1. 2.

    Personalized care management featuring nurse coaching and peer support

The personalized care management grounded on self-checkup results is based on the SPEC intervention model [20, 25]. It features care planning with a nurse coach and self-care skill-building with peer support. Care planning with a nurse coach is a critical component of the HWePS to empower each older person to develop their own action plan to build their self-care capacity reflecting their own preferences, choices, and timeline for health promotion goals, action plans, and activities. Older participants execute daily self-directed care plans with the guidance and support of a nurse-led multidisciplinary care team along with trained community lay health leaders (CLHLs). The multidisciplinary care team consists of a lead nurse, nurse coaches, a fitness specialist, a nutritionist, and a social worker. The nurse coaches are community health nurses (CHNs) for the “visiting community service center service” program in the intervention neighborhood who are trained for this role; in addition, a CHN will take on the role of lead nurse during the dissemination phase of the intervention. Based on the results of the individualized needs assessment, the nurse coach follows evidence-based protocols to guide older adults’ care plans and guides CLHLs to provide peer support assisting older adults to reach desired goals and outcomes.

The care management program is a 12-week, self-care skill-building, multidisciplinary, tailored intervention with peer support from trained CLHLs. At the beginning of the care management intervention, a self-checkup using the CUSR is conducted by each older participant with the support of a trained CLHL (a peer in the community) through an interview; the CLHL assists the older person to read the CUSR items and/or fill out the electronic questionnaire. Upon completion of the CUSR, the CLHL reviews the automated report and assessment results with the participant and delivers 1- to 2-page educational pamphlets describing each of the identified health risks derived from a total list of common geriatric health issues. The care management process involves the assignment of a nurse coach; reviews of older adults’ health needs and preferences as determined by the CUSR and social and literacy items from the community health and wellness survey; goal setting; personalized health information; and delivery of tailored exercise, nutrition, mood, and social intervention programs, along with a 12-week program promoting walking and other physical activities. Using the HWePS app, older adults can set their own tasks toward achieving their health goals, and CLHLs provide peer support to empower and strengthen older people’s self-care capacity using the app’s to-do checklist set by the older adult. In addition, multidisciplinary care conferences (MCCs) are held for more in-depth team discussions on care planning and coordinated delivery for complex or especially vulnerable older adults. During an MCC, the initial care plan is refined based on in-depth team discussion. If a referral to community resources such as medical or public welfare services is required, a request form is prepared and sent to the relevant institutions.

  1. 3.

    A healthy-living and healthy-aging community initiative

The importance of addressing upstream social determinants of health has been emphasized for reducing health inequity [37]. Guided by the BARHII and the ECCM models [19, 23], the HWePS goes beyond individual-level care planning to develop community-wide healthy living conditions promoting healthy aging. Various community participatory activities (CPAs) exist under the community-wide initiative, aiming for 1) creating a supportive environment, 2) strengthening community capacity, and 3) building community resources/networks [19]. The CPAs, which seek to create a supportive living environment in which older adults can pursue a healthy life, include services and programs such as age-friendly smartphone subscriptions, smartphone education, and home installation of safety bars for high-risk groups. “Strengthening community capacity” is a component that develops the community’s health-oriented capabilities to utilize local resources and enables community members to identify and solve local health problems on their own. The CPAs include community health-education sessions and training CLHLs as health activists in the community. The CLHLs include people over 50 years of age residing in the intervention area and serve as key players in delivering the HWePS model within the community. Lastly, building community resources/networks involves organically connecting the various health care and welfare services that are segmented within the community and making referrals to participants as needed. Through regular meetings, research teams collaborate with various stakeholders to continuously identify local needs, search for and find relevant human and material resources, build strategic partnerships within the region to develop a myriad of community-level resources and networks, and develop and implement new services and programs together.

These CPAs under the healthy-living, healthy-aging community initiative aim to address older adults’ social determinants of health by building a foundation to empower the community’s health efficacy. Participating stakeholders include the researchers and the multidisciplinary intervention team as well as local stakeholders including older residents, community leaders, health and social professionals, civic groups, and the advisory committee. Monthly meetings are held with local public health stakeholders to identify existing community resources to which referrals may be made and to solidify new partnerships and integrate them into the community. The newly developed community-level healthy aging programs and services are managed by the senior health and wellness center, and individual referrals are made by the multidisciplinary care team members as required.

  1. 4.

    Information and communications technology (ICT) systems

HWePS includes a multi-channel health information service for older participants that mainly delivers information as an e-poster via KakaoTalk, a multifaceted, free SMS application. For those without a smartphone or who lack the relevant digital literacy, printed information packets are delivered by postal mail. For personalized care management, a prototype HWePS information system has been developed for research purposes, including a smartphone application (hereafter the HWePS app) for end users (seniors, lay leaders, health professionals) and a cloud-based website for managers (health professionals, the research team). The HWePS information system includes modules for self-checkups and needs assessments; care planning and monitoring; education; and community resources for older adults, lay leaders, and/or health professionals. These ICT tools facilitate online communication between seniors, lay leaders, professionals, and the research team, which is especially helpful for implementing the HWePS program during COVID-19. Furthermore, the cloud-based system allows for real-time access to collected data, facilitating communication between members of the care team and the research team. Throughout the intervention, the research team also actively utilizes KakaoTalk for various purposes including progress checks on intervention delivery and/or data collection and reminders. Further details on all the HWePS intervention components are summarized in Table 1.

Table 1 Description of the HWePS intervention: components, theoretical rationale, aims, and implementation information

In summary, participants in the intervention area will receive the entirety of the HWePS intervention comprising a health literacy intervention including a community-wide, multichannel, health information delivery service and individualized self-checkups; a 12- week, technology-enhanced care management program for care planning and self-care skill-building through nurse coaching and peer support; and a community-wide initiative promoting healthy aging and aiming in particular to address living conditions and health/social care service conditions, midstream/upstream causes of health inequality, by integrating a wide range of services meeting health and health-related social needs. All services are arranged and based in a senior health-wellness center, the basecamp for the intervention team, located at a five-minute walk from the community service center in the intervention area. The wellness center also coordinates delivery of small prizes (e.g. food packages for nutrition, exercise equipment, personal hygiene amenities, etc.) for older adults in the tailored programs to encourage ongoing participation throughout the intervention period.

During the entire intervention period, the participants in the control area will receive a community-wide health information delivery service, which is a part of the literacy intervention. Delivery of the health information will be carried out identically to the intervention group through KakaoTalk (an SMS program widely used in Korea), or postal mail. Other than receiving health information, the control region will not receive any other components of the intervention, such as individualized needs assessments through self-checkups using the CUSR, tailored care planning, or community-level healthy aging capacity-building and empowerment.


The study seeks to evaluate two primary outcomes: self-rated health and health-related quality of life (HRQoL), along with several secondary outcomes and process evaluation measures. Most primary and secondary outcomes are taken from the annual Community Health Survey, a nationwide survey conducted by the Korean CDC [38]; outcomes from other sources are indicated accordingly. All outcomes and their measurements are summarized in Table 2.

Table 2 Overview of the outcome variables, measures, and observation points

Primary outcome measure

Self-rated health is measured with a single item that asks, “In general, how do you consider your overall health?” using a 5-point scale (1 = Very good; 5 = Very poor). Self-rated health is a widely-used measure of subjective morbidity [39], which has been validated in various settings including for health-equity analyses [40]. HRQoL is measured using the Korean version of the EuroQol-5 Dimensions, three-level version (EQ-5D-3L), a widely-used standardized measure of health-related quality of life with good reliability and validity across international samples [41]. The EQ-5D-3L assesses five dimensions of health (mobility, self-care, usual activity, pain/discomfort, and depression/anxiety), and each domain is rated from 1 to 3, with 1 meaning no problems, 2 meaning some problems, and 3 meaning extreme problems.

The primary outcomes will be measured at two time points: at T1 (Week 0; upon enrollment) and T2 (Week 13; following the end of the 12-week personalized intervention period).

Secondary outcome measures

Frailty will be measured using Fried’s frailty phenotype [42], composed of five domains: weakness, slowness, exhaustion, low physical activity, and unintentional weight loss. Weakness and slowness are performance-based items, assessed by grip strength and gait speed respectively, adjusted for gender and body mass index/height. Grip strength is measured using the CAMRY EH-101 electronic hand dynamometer, and gait speed is measured using a tape measure of 2.5 m. Exhaustion, low physical activity, and weight loss are derived from survey-based self-report items. Each component is scored 0 or 1 with a final score of 0 (healthy) to 5 (frail).

Wellbeing is measured using the WHO-5 Well-Being Index (WHO-5), a short questionnaire that assesses the subjective well-being of patients. Each item is rated from 5 (always) to 0 (never), and the sum score of all items is utilized. The WHO-5 has been translated into Korean with acceptable reliability (0.83) [43].

Self-efficacy will be measured using the Korean Self-Rated Abilities for Health Practices (K-SRAHP) health self-efficacy measure [44]. The measure, based on Becker et al.’s (1993) health self-efficacy scale [45], has been revised and tested for validation in a Korean sample [44]. A total of 24 items of health self-efficacy covering 6 domains (physical activity, disease management, emotional regulation, nutrition, stress management, and health behavior) are measured and rated on a 5-point scale from 0 (not at all) to 4 (completely). A composite score of 0 to 96 is utilized for the analysis.

Community efficacy of the residential area is measured using five items that have been revised based on Sampson et al.’s (1997) Collective Efficacy Scale [46] to better reflect the Korean situation [47]. Collective efficacy is measured by two sub-concepts, informal social control and social cohesion/trust. The five items are measured on a 5-point scale ranging from 1 (strongly agree) to 5 (strongly disagree) and reverse-coded so that larger values indicate greater collective efficacy. The reliability of the five items has a Cronbach’s alpha of 0.681 [47].

Physical activity is measured using the Korean version of the International Physical Activity Questionnaire (IPAQ) short form [48]. The IPAQ is a self-reported measure that assesses the amount of physical activity (vigorous, moderate, walking, sitting) performed over the past 7 days. The IPAQ is used to compute respondents’ moderate to high exercise rate (more than 20 min of vigorous physical activity, 3 or more days a week OR more than 30 min of moderate physical activity, 5 or more days a week) and walking practice rate (more than 30 min of walking, 5 or more days a week), using algorithms from the Korean Community Health Survey [38].

Hypertension awareness, diabetes awareness, mood, and stress are all secondary outcomes measured by single items from the Korean Community Health Survey [38]. Hypertension awareness and diabetes awareness seek to assess whether the respondent is aware of their blood pressure and sugar levels, both indicators that can influence healthy lifestyles [49]. Mood is assessed by the yes/no question, “In the past 1 year, have you experienced sadness or hopelessness that interferes with your daily life for two or more consecutive weeks?” Stress is measured by 4-point scale in response to a question that asks how much stress the respondent experiences in his/her daily life (1: very much – 4: not at all). The item is dichotomized into experiencing stress [1, 2] and not experiencing stress [3, 4].

Technology acceptance is measured with the short version of the Senior Technology Acceptance Measure (STAM), which was developed based on the Technology Acceptance Model [50]. The STAM is a 14-item, self-rated questionnaire using a 10-point Likert scale, and it consists of 4 domains as follows: attitudinal beliefs, control beliefs, gerontechnology anxiety, and health. There was no existing STAM questionnaire in Korean, so with the approval of the instrument developer group [50], a Korean version of the STAM was developed through forward- and back-translation guided by the process of translation and adaptation of research instruments of Chen et al.

Functional health is assessed from the scales and clinical action points (CAPs; e.g., falls, cardiovascular disease, pain, etc.) in the interRAI Check-Up Self-Report (CUSR) [27]. The interRAI CUSR is a multidomain geriatric assessment to screen older adults’ intrinsic capacity, designed to be administered by themselves and/or with assistance from non-health professionals in the community or primary care setting. The CUSR has good psychometric properties in other countries [27, 36] and also in Korea [34].

Nutrition and depression are measured for those who receive tailored intensive intervention programs (nutrition, emotional). For those who participate in the intensive nutrition program, the Nutrition Quotient for Elderly (NQ-E) is used to measure the nutritional status and dietary quality of older adults [51]. The NQ-E assesses nutritional status through 19 items across four domains (balance, variety, restriction, dietary behavior), which are weighted and summed to determine the respondent’s nutrition rating: low, medium–low, medium–high, or high. For those who participate in the intensive emotional program, the PHQ-9 is used to measure depression. The PHQ-9 comes from the Patient Health Questionnaire developed by Kroenke et al. [52] and translated into Korean by Han et al. [53]. The Korean version of the PHQ-9 has good internal consistency (0.88) and convergent validity (0.74).

Program satisfaction is collected using a modified version of the Client Satisfaction Questionnaire, with 8-items that evaluate the participants’ program satisfaction. The measure, which has been translated by Hwang [54], is widely used for Korean public programs.

Process measures

The goal of process evaluation in this study is to understand the factors that can influence the success of complex interventions [55]. Guided by the Medical Research Council (MRC) guidance on process evaluation, we developed a framework process evaluation for the HWePS intervention to evaluate the key constructs of context (external factors related to the intervention), implementation process, implementation (fidelity, dose, reach, and adaption), and mechanisms of impact (unintended outcomes and mediating pathways) [56] (Fig. 2). The process evaluation will use a mixed methods design. Quantitative and qualitative data will be collected using standardized questionnaires, case studies, documents, and focus group interviews guided by semi-structured questions, etc.

Fig. 2
figure 2

Process evaluation constructs and data collection methods adapted from the UK Medical Research Council (MRC) [56]

Sample size and recruitment

This HWePS intervention study is part of a larger community-wide health equity initiative, starting with a community-wide health and wellness survey conducted from November 2020 to January 2021. The sample for the community-wide survey consisted of approximately 700 older adults in the intervention area and 500 older adults in the control area, which is approximately 19.2% and 7.6% of all older adults in each area, respectively (as of October 2020). Informed consent concerning the entire study was obtained by the research team prior to initiating the survey.

The recruitment of participants into the HWePS intervention is based on the roster of older adults who participated in the community survey. The sample size of the HWePS intervention is calculated using the G*Power program as follows. We hypothesize an effect size (as the input parameter for G*Power) of 0.2 based on previous community-based health and wellness interventions for older adults’ self-rated health [57,58,59]. The required number of samples is identified as 265 for each arm, by choosing the MANOVA approach in two repeated measures (90% power, 5% α error) in two independent groups. With an estimated dropout rate of 30% in the intervention period, a total sample size of approximately 379 participants per arm needs to be recruited.

Enrollment into the study will progress sequentially by clusters based on residents’ tong (smaller neighborhood). At the beginning of each intervention period, all individuals in the cluster will be contacted by the research team by telephone and given a brief explanation of the program. We will directly visit the homes for recruitment of those older adults who do not respond to the phone calls due to low technology literacy, wariness, or other reasons. Upon agreeing to participate in the study, the participant will be scheduled for a health survey for baseline data collection by an external assessor. Recruitment and baseline data collection will be simultaneously conducted. Eligibility and consent to participate is reconfirmed by phone or in-person during the intervention recruitment.

Assignment of interventions and blinding

Participant assignment into the intervention group or the control group is solely based on area of residence. Participants reside in 15 tongs in the intervention area and 15 tongs in the control area, and are divided into 3 clusters matched based on mean age and residential type (apartment vs. house).

Considering the nature of the study, limited single-blinding is applied to the intervention, as participants will not be told whether they reside in the intervention or control area, but researchers will be aware of the allocation. Upon giving informed consent, participants in the intervention group will receive an explanation of the entire HWePS intervention, while control group participants will receive an explanation of only the health information component. Assignments will not be explicitly expressed to external assessors but may be inferred throughout the course of the study. An independent data analyst blinded to the assignments will receive a cleaned dataset without any identifiable information.

Data collection

Data collection is carried out by external assessors. The research team provides a one-day intensive education program consisting of survey procedures, safety and infection education, and an item-by-item explanation. The education session is followed by a Q&A session and three mandatory practice sessions with mock cases of older adults. All outcome data are collected using a tablet PC in which survey instruments have been embedded as a weblink and/or smartphone application. Prior to data collection, all external assessors are obliged to sign to an agreement form for confidentiality concerning information about the participants obtained during the survey.

The procedure for data collection is as follows. Upon enrollment into this intervention study, the recruiting researcher schedules each participant to meet with an external assessor who will visit the participant’s house (or any place that the participant feels comfortable) to conduct the baseline survey. Except for unavoidable circumstances (e.g., resignation of assessor, scheduling issues, etc.), the same assessor is assigned to the participant for the follow-up surveys at Week 13. The contents of the data collected at each time point are described in Table 2. Communication between the research team and the assessors is facilitated through KakaoTalk for assessment scheduling and real-time technical support.

As the intervention is being conducted during the COVID-19 pandemic, special precautions are to be taken during face-to-face interviews. All assessors are given an infection prevention protocol: 1) ensuring the use of facial masks and hand sanitizers for both assessor and participant; 2) daily personal screening for any symptoms; 3) screening at the participant’s doorstep before entry for COVID-19 symptoms, a history of foreign travel within the past 14 days, or visits to a site of mass infection; 4) taking the temperature of participants and nearby family members; 5) sterilizing any equipment used during the interview before moving to the next household. Assessors are required to submit temperature logs for themselves and all participants that they interview.

Data analysis plan

Effect evaluation

Descriptive statistics will be used to analyze data concerning the participants’ demographic and baseline characteristics. Baseline differences between the intervention and control group will be analyzed using an independent sample t-test or the Mann–Whitney U-test for continuous data and the Chi-square test for categorical data. The primary analysis is an evaluation of the interventional effect of the HWePS program in the intervention area as compared to the control area. We will apply mixed effects models and generalized estimating equations adjusting for sample characteristics. In case there are significant baseline differences between groups, propensity score matching methods will be used. Subgroup analyses will be performed for sociodemographic factors (e.g., age, sex, income, etc.) and health status (e.g., frailty), and two paired t-tests will be applied for those variables collected only in the intervention group. All statistical analyses will be carried out using SAS 9.4 (Cary, NC, USA) and p-values with α ≤ 0.05 will be considered significant.

Effect analysis will be conducted based on the intention-to-treat (ITT) principle, in which all participants who participated in the HWePS study will be included regardless of intervention dose or protocol adherence. Imputation methods will be implemented to handle missing data to enable ITT analysis. Sensitivity analyses will be conducted to assess the effects of inclusion in various groups within the samples.

Process analysis

Quantitative data will be analyzed using simple descriptive analyses using SAS 9.4 (Cary, NC, USA), including the logs from the HWePS ICT system, the HWePS app, and the Walk-On app (a community walking tracking app) in order to monitor delivery of the intervention. We will also analyze the standardized-questionnaire item responses from participants and lay-leaders, participants’ attendance documents, participants’ self-practice records, etc.

In addition, qualitative data will be analyzed using thematic analysis in MAXQDA qualitative software. These data include the semi-structured questionnaire responses from lay-leaders/multidisciplinary teams, focus group interviews with multidisciplinary teams/lay-leaders/participants, case studies from multidisciplinary team meetings, lay-leader documents, meeting/event reports, etc.

Ethics and dissemination

This study was approved by the institutional review board (IRB) of human subjects at Seoul National University (SNU IRB 2011/002–016). No critical modifications have been made to the protocol thus far and any changes in the future will be reported to the relevant parties. All data including personal information is saved on a password-protected computer within a locked laboratory, and only the PI and those with permission from the PI will receive access to the final dataset. None of the investigators have financial or competing interests.

The HWePS model is being tested within the context of designing a community care model in preparation for a super-aged society. From the initiation of the study, the contents of the intervention have been designed with community-level dissemination of the model in mind. input from various stakeholders has been sought in the design and implementation process of the intervention. Jungnang-gu and Seoul are planning administrative and educational activities to disseminate the HWePS model, either in part or in whole, into other areas in the district (gu) and the city, along with the various protocols/materials/resources developed, if the intervention is effective. Scientific dissemination of the trial results will include presentations at academic conferences, publishing in peer-reviewed journals, and reporting to a trail registry. The results will be reported regardless of effect size or direction. Authorship eligibility will follow the ICMJE guidelines, and we have no plan to hire professional writers.

Trial status

The study has been rolled out to the intervention and control communities, and data collection is ongoing at the submission of this manuscript. Data analysis has not yet started.


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