Table 1.

Topic Clusters of Successful Aging

YearsCluster IDNumber of wordsFrequency (%)Examples of word list
1960s–1990sA132915.96activity, support, education, condition, family, characteristic, ability, belief, network, measurement
A227313.25older adult, change, service, program, leisure, strategy, practice, creativity, challenge, community, concept, society, benefit, participation, movement, fitness
A326612.91performance, physical activity, brain, disability, train, growth, exercise, recovery, damage, maintenance, stress, risk factor, chronic, capacity
A425812.52health, memory, behavior, symptoms, life satisfaction, curiosity, movement, anxiety, mental health, harmony, personality
A525012.13disease, longevity, system, cognitive, blood, period, cause, cell, observation, impairment, neuron, vitamin, antioxidant, supplementation
A61527.38measure, depression, quality, sleep, bereavement, survivor, possibility
A71467.08age, heart, failure, dynamic, lose, mechanism, oxygen, intelligence, frailty, existence, culture, comorbidity, deterioration
A81386.7patient, death, dementia, thyroid, transfer, siblings, relatives, gene, hormone
A91035experience, emotion, partner, contact, knowledge, daily activity, event, resource, interaction, expectation, energy
A10753.64stability, cortisol, fracture, exposure, antibody, vaccination, virus
A11713.44use, treatment, mind-body, disorder, technique, therapy, effectiveness, physician, arthritis
2000sB11,43828.47process, support, program, influence, experience, use, education, value, society, community, family, ability, characteristic, quality of life, service, satisfaction, issue, strategy, successful aging, leisure, technology, cognitive, policy, social activity, mental health
B21,15822.93disease, activity, longevity, system, brain, stress, cell, order, capacity, cause, gene, inflammation, determinant, disorder, immune
B386817.18change, measure, physical activity, mortality, performance, disability, memory, risk factor, blood, impairment, symptom
B471014.06health, older adult, condition, patient, death, treatment, quality, management, caregiver, morbidity, expectancy, cost, medicine, technology, healthcare, circumstance
B554310.75age, image, spirituality, youth, capital, trait, geriatrics, journey, consciousness, revolution, neurosignals, technology
B62855.64exercise, depression, marriage, market, direction, consumer, speech, movement, creativity, hear, sport
B7490.97nutrition, prevent, interaction, recommendation, future, investigation, guideline, genomic, discipline, endeavor, nutrigenetic
2010sC13,16730.92health, older adult, support, experience, program, education, influence, depression, activity, participation, life satisfaction, leisure, satisfaction, social activity, anxiety, loneliness, emotion
C22,67726.13age, change, process, disease, longevity, exercise, brain, memory, system, stress, death, treatment, growth, cognition, disorder, technology, policy
C31,92018.74society, focus, challenge, family, strategy, gender, ability, practice, resource, successful aging, service, network, impact, issue, retirement, mental health
C41,87018.25use, measure, physical activity, disability, intervention, quality of life, frailty, questionnaire, mortality, symptoms, prevalence, impairment, dementia, nutrition
C54964.84condition, performance, resilience, train, fitness, transition, vulnerability, athlete, event, expert, physique
C6960.94parent, deterioration, clinician, hospital, admission, entry, medicare, facility, beneficiaries, traumatization
C7180.18outsider, beholder, visualize, peak, visibility, reputation, sociability
2020sD11,54820.21promotion, education, activity, behavior, leisure, family, participation, service, community, influence, life satisfaction, satisfaction, gratitude, emotion, volunteer
D21,48819.43function, change, exercise, disease, memory, performance, brain, strength, muscle, capacity, cognitive, longevity, energy, protein
D31,31617.18older adult, health, support, use, place, mental health, intervention, technology, quality, domains, malnutrition, dementia, provider, monitor, policy
D41,13914.87age, experience, sport, dance, fitness, lifestyle, license, reproduction, medicine, athlete, recovery, wellness, choice, uncertainty, queer
D599512.99frailty, depression, resilience, vitamin, deficiency, mortality, disability, perform, impairment, multimorbidity
D66017.85physical activity, measure, delirium, surgery, patient, cost, severity, efficacy, disorder, hospitalization, intensity, medication, patient
D72893.77quality of life, transition, network, determinant, province, diagnose, pensioner
D82022.64prediction, machine, sensitivity, feature, specificity, resident, social factor, fashion, technique
D9811.06generation, insignificant, pastor, accomplishment
All years (1960s–2020s)E16,20840.28age, health, older adult, support, experience, program, activity, education, influence, community, society, exercise, family, service, participation, life satisfaction, leisure, satisfaction, technology, anxiety, devices, expectation, gerontechnology, religiosity, coordination, clinics, home, suicide, sensor
E23,20520.8change, disease, longevity, brain, system, memory, stress, death, capacity, treatment, mechanism, balance, blood, cells, protein, genes, muscle, markers
E32,71417.61measure, physical activity, performance, depression, disability, patient, mortality, frailty, questionnaire, dementia, impairment, symptom, cognition, nutrition, risk factor
E42,40415.6challenge, strategy, ability, successful aging, resources, mental health, benefit, concept, retirement, concern, independence, engagement, policy, environment
E56854.44condition, quality of life, resilience, difficulty, athletes, expert, performance, revolution, physique, movement
E61961.27network, nation, circle, Facebook
YearsCluster IDNumber of wordsFrequency (%)Examples of word list
1960s–1990sA132915.96activity, support, education, condition, family, characteristic, ability, belief, network, measurement
A227313.25older adult, change, service, program, leisure, strategy, practice, creativity, challenge, community, concept, society, benefit, participation, movement, fitness
A326612.91performance, physical activity, brain, disability, train, growth, exercise, recovery, damage, maintenance, stress, risk factor, chronic, capacity
A425812.52health, memory, behavior, symptoms, life satisfaction, curiosity, movement, anxiety, mental health, harmony, personality
A525012.13disease, longevity, system, cognitive, blood, period, cause, cell, observation, impairment, neuron, vitamin, antioxidant, supplementation
A61527.38measure, depression, quality, sleep, bereavement, survivor, possibility
A71467.08age, heart, failure, dynamic, lose, mechanism, oxygen, intelligence, frailty, existence, culture, comorbidity, deterioration
A81386.7patient, death, dementia, thyroid, transfer, siblings, relatives, gene, hormone
A91035experience, emotion, partner, contact, knowledge, daily activity, event, resource, interaction, expectation, energy
A10753.64stability, cortisol, fracture, exposure, antibody, vaccination, virus
A11713.44use, treatment, mind-body, disorder, technique, therapy, effectiveness, physician, arthritis
2000sB11,43828.47process, support, program, influence, experience, use, education, value, society, community, family, ability, characteristic, quality of life, service, satisfaction, issue, strategy, successful aging, leisure, technology, cognitive, policy, social activity, mental health
B21,15822.93disease, activity, longevity, system, brain, stress, cell, order, capacity, cause, gene, inflammation, determinant, disorder, immune
B386817.18change, measure, physical activity, mortality, performance, disability, memory, risk factor, blood, impairment, symptom
B471014.06health, older adult, condition, patient, death, treatment, quality, management, caregiver, morbidity, expectancy, cost, medicine, technology, healthcare, circumstance
B554310.75age, image, spirituality, youth, capital, trait, geriatrics, journey, consciousness, revolution, neurosignals, technology
B62855.64exercise, depression, marriage, market, direction, consumer, speech, movement, creativity, hear, sport
B7490.97nutrition, prevent, interaction, recommendation, future, investigation, guideline, genomic, discipline, endeavor, nutrigenetic
2010sC13,16730.92health, older adult, support, experience, program, education, influence, depression, activity, participation, life satisfaction, leisure, satisfaction, social activity, anxiety, loneliness, emotion
C22,67726.13age, change, process, disease, longevity, exercise, brain, memory, system, stress, death, treatment, growth, cognition, disorder, technology, policy
C31,92018.74society, focus, challenge, family, strategy, gender, ability, practice, resource, successful aging, service, network, impact, issue, retirement, mental health
C41,87018.25use, measure, physical activity, disability, intervention, quality of life, frailty, questionnaire, mortality, symptoms, prevalence, impairment, dementia, nutrition
C54964.84condition, performance, resilience, train, fitness, transition, vulnerability, athlete, event, expert, physique
C6960.94parent, deterioration, clinician, hospital, admission, entry, medicare, facility, beneficiaries, traumatization
C7180.18outsider, beholder, visualize, peak, visibility, reputation, sociability
2020sD11,54820.21promotion, education, activity, behavior, leisure, family, participation, service, community, influence, life satisfaction, satisfaction, gratitude, emotion, volunteer
D21,48819.43function, change, exercise, disease, memory, performance, brain, strength, muscle, capacity, cognitive, longevity, energy, protein
D31,31617.18older adult, health, support, use, place, mental health, intervention, technology, quality, domains, malnutrition, dementia, provider, monitor, policy
D41,13914.87age, experience, sport, dance, fitness, lifestyle, license, reproduction, medicine, athlete, recovery, wellness, choice, uncertainty, queer
D599512.99frailty, depression, resilience, vitamin, deficiency, mortality, disability, perform, impairment, multimorbidity
D66017.85physical activity, measure, delirium, surgery, patient, cost, severity, efficacy, disorder, hospitalization, intensity, medication, patient
D72893.77quality of life, transition, network, determinant, province, diagnose, pensioner
D82022.64prediction, machine, sensitivity, feature, specificity, resident, social factor, fashion, technique
D9811.06generation, insignificant, pastor, accomplishment
All years (1960s–2020s)E16,20840.28age, health, older adult, support, experience, program, activity, education, influence, community, society, exercise, family, service, participation, life satisfaction, leisure, satisfaction, technology, anxiety, devices, expectation, gerontechnology, religiosity, coordination, clinics, home, suicide, sensor
E23,20520.8change, disease, longevity, brain, system, memory, stress, death, capacity, treatment, mechanism, balance, blood, cells, protein, genes, muscle, markers
E32,71417.61measure, physical activity, performance, depression, disability, patient, mortality, frailty, questionnaire, dementia, impairment, symptom, cognition, nutrition, risk factor
E42,40415.6challenge, strategy, ability, successful aging, resources, mental health, benefit, concept, retirement, concern, independence, engagement, policy, environment
E56854.44condition, quality of life, resilience, difficulty, athletes, expert, performance, revolution, physique, movement
E61961.27network, nation, circle, Facebook

Notes: The cluster ID was assigned to differentiate the time period, and the letter or the number does not represent specific information.

Table 1.

Topic Clusters of Successful Aging

YearsCluster IDNumber of wordsFrequency (%)Examples of word list
1960s–1990sA132915.96activity, support, education, condition, family, characteristic, ability, belief, network, measurement
A227313.25older adult, change, service, program, leisure, strategy, practice, creativity, challenge, community, concept, society, benefit, participation, movement, fitness
A326612.91performance, physical activity, brain, disability, train, growth, exercise, recovery, damage, maintenance, stress, risk factor, chronic, capacity
A425812.52health, memory, behavior, symptoms, life satisfaction, curiosity, movement, anxiety, mental health, harmony, personality
A525012.13disease, longevity, system, cognitive, blood, period, cause, cell, observation, impairment, neuron, vitamin, antioxidant, supplementation
A61527.38measure, depression, quality, sleep, bereavement, survivor, possibility
A71467.08age, heart, failure, dynamic, lose, mechanism, oxygen, intelligence, frailty, existence, culture, comorbidity, deterioration
A81386.7patient, death, dementia, thyroid, transfer, siblings, relatives, gene, hormone
A91035experience, emotion, partner, contact, knowledge, daily activity, event, resource, interaction, expectation, energy
A10753.64stability, cortisol, fracture, exposure, antibody, vaccination, virus
A11713.44use, treatment, mind-body, disorder, technique, therapy, effectiveness, physician, arthritis
2000sB11,43828.47process, support, program, influence, experience, use, education, value, society, community, family, ability, characteristic, quality of life, service, satisfaction, issue, strategy, successful aging, leisure, technology, cognitive, policy, social activity, mental health
B21,15822.93disease, activity, longevity, system, brain, stress, cell, order, capacity, cause, gene, inflammation, determinant, disorder, immune
B386817.18change, measure, physical activity, mortality, performance, disability, memory, risk factor, blood, impairment, symptom
B471014.06health, older adult, condition, patient, death, treatment, quality, management, caregiver, morbidity, expectancy, cost, medicine, technology, healthcare, circumstance
B554310.75age, image, spirituality, youth, capital, trait, geriatrics, journey, consciousness, revolution, neurosignals, technology
B62855.64exercise, depression, marriage, market, direction, consumer, speech, movement, creativity, hear, sport
B7490.97nutrition, prevent, interaction, recommendation, future, investigation, guideline, genomic, discipline, endeavor, nutrigenetic
2010sC13,16730.92health, older adult, support, experience, program, education, influence, depression, activity, participation, life satisfaction, leisure, satisfaction, social activity, anxiety, loneliness, emotion
C22,67726.13age, change, process, disease, longevity, exercise, brain, memory, system, stress, death, treatment, growth, cognition, disorder, technology, policy
C31,92018.74society, focus, challenge, family, strategy, gender, ability, practice, resource, successful aging, service, network, impact, issue, retirement, mental health
C41,87018.25use, measure, physical activity, disability, intervention, quality of life, frailty, questionnaire, mortality, symptoms, prevalence, impairment, dementia, nutrition
C54964.84condition, performance, resilience, train, fitness, transition, vulnerability, athlete, event, expert, physique
C6960.94parent, deterioration, clinician, hospital, admission, entry, medicare, facility, beneficiaries, traumatization
C7180.18outsider, beholder, visualize, peak, visibility, reputation, sociability
2020sD11,54820.21promotion, education, activity, behavior, leisure, family, participation, service, community, influence, life satisfaction, satisfaction, gratitude, emotion, volunteer
D21,48819.43function, change, exercise, disease, memory, performance, brain, strength, muscle, capacity, cognitive, longevity, energy, protein
D31,31617.18older adult, health, support, use, place, mental health, intervention, technology, quality, domains, malnutrition, dementia, provider, monitor, policy
D41,13914.87age, experience, sport, dance, fitness, lifestyle, license, reproduction, medicine, athlete, recovery, wellness, choice, uncertainty, queer
D599512.99frailty, depression, resilience, vitamin, deficiency, mortality, disability, perform, impairment, multimorbidity
D66017.85physical activity, measure, delirium, surgery, patient, cost, severity, efficacy, disorder, hospitalization, intensity, medication, patient
D72893.77quality of life, transition, network, determinant, province, diagnose, pensioner
D82022.64prediction, machine, sensitivity, feature, specificity, resident, social factor, fashion, technique
D9811.06generation, insignificant, pastor, accomplishment
All years (1960s–2020s)E16,20840.28age, health, older adult, support, experience, program, activity, education, influence, community, society, exercise, family, service, participation, life satisfaction, leisure, satisfaction, technology, anxiety, devices, expectation, gerontechnology, religiosity, coordination, clinics, home, suicide, sensor
E23,20520.8change, disease, longevity, brain, system, memory, stress, death, capacity, treatment, mechanism, balance, blood, cells, protein, genes, muscle, markers
E32,71417.61measure, physical activity, performance, depression, disability, patient, mortality, frailty, questionnaire, dementia, impairment, symptom, cognition, nutrition, risk factor
E42,40415.6challenge, strategy, ability, successful aging, resources, mental health, benefit, concept, retirement, concern, independence, engagement, policy, environment
E56854.44condition, quality of life, resilience, difficulty, athletes, expert, performance, revolution, physique, movement
E61961.27network, nation, circle, Facebook
YearsCluster IDNumber of wordsFrequency (%)Examples of word list
1960s–1990sA132915.96activity, support, education, condition, family, characteristic, ability, belief, network, measurement
A227313.25older adult, change, service, program, leisure, strategy, practice, creativity, challenge, community, concept, society, benefit, participation, movement, fitness
A326612.91performance, physical activity, brain, disability, train, growth, exercise, recovery, damage, maintenance, stress, risk factor, chronic, capacity
A425812.52health, memory, behavior, symptoms, life satisfaction, curiosity, movement, anxiety, mental health, harmony, personality
A525012.13disease, longevity, system, cognitive, blood, period, cause, cell, observation, impairment, neuron, vitamin, antioxidant, supplementation
A61527.38measure, depression, quality, sleep, bereavement, survivor, possibility
A71467.08age, heart, failure, dynamic, lose, mechanism, oxygen, intelligence, frailty, existence, culture, comorbidity, deterioration
A81386.7patient, death, dementia, thyroid, transfer, siblings, relatives, gene, hormone
A91035experience, emotion, partner, contact, knowledge, daily activity, event, resource, interaction, expectation, energy
A10753.64stability, cortisol, fracture, exposure, antibody, vaccination, virus
A11713.44use, treatment, mind-body, disorder, technique, therapy, effectiveness, physician, arthritis
2000sB11,43828.47process, support, program, influence, experience, use, education, value, society, community, family, ability, characteristic, quality of life, service, satisfaction, issue, strategy, successful aging, leisure, technology, cognitive, policy, social activity, mental health
B21,15822.93disease, activity, longevity, system, brain, stress, cell, order, capacity, cause, gene, inflammation, determinant, disorder, immune
B386817.18change, measure, physical activity, mortality, performance, disability, memory, risk factor, blood, impairment, symptom
B471014.06health, older adult, condition, patient, death, treatment, quality, management, caregiver, morbidity, expectancy, cost, medicine, technology, healthcare, circumstance
B554310.75age, image, spirituality, youth, capital, trait, geriatrics, journey, consciousness, revolution, neurosignals, technology
B62855.64exercise, depression, marriage, market, direction, consumer, speech, movement, creativity, hear, sport
B7490.97nutrition, prevent, interaction, recommendation, future, investigation, guideline, genomic, discipline, endeavor, nutrigenetic
2010sC13,16730.92health, older adult, support, experience, program, education, influence, depression, activity, participation, life satisfaction, leisure, satisfaction, social activity, anxiety, loneliness, emotion
C22,67726.13age, change, process, disease, longevity, exercise, brain, memory, system, stress, death, treatment, growth, cognition, disorder, technology, policy
C31,92018.74society, focus, challenge, family, strategy, gender, ability, practice, resource, successful aging, service, network, impact, issue, retirement, mental health
C41,87018.25use, measure, physical activity, disability, intervention, quality of life, frailty, questionnaire, mortality, symptoms, prevalence, impairment, dementia, nutrition
C54964.84condition, performance, resilience, train, fitness, transition, vulnerability, athlete, event, expert, physique
C6960.94parent, deterioration, clinician, hospital, admission, entry, medicare, facility, beneficiaries, traumatization
C7180.18outsider, beholder, visualize, peak, visibility, reputation, sociability
2020sD11,54820.21promotion, education, activity, behavior, leisure, family, participation, service, community, influence, life satisfaction, satisfaction, gratitude, emotion, volunteer
D21,48819.43function, change, exercise, disease, memory, performance, brain, strength, muscle, capacity, cognitive, longevity, energy, protein
D31,31617.18older adult, health, support, use, place, mental health, intervention, technology, quality, domains, malnutrition, dementia, provider, monitor, policy
D41,13914.87age, experience, sport, dance, fitness, lifestyle, license, reproduction, medicine, athlete, recovery, wellness, choice, uncertainty, queer
D599512.99frailty, depression, resilience, vitamin, deficiency, mortality, disability, perform, impairment, multimorbidity
D66017.85physical activity, measure, delirium, surgery, patient, cost, severity, efficacy, disorder, hospitalization, intensity, medication, patient
D72893.77quality of life, transition, network, determinant, province, diagnose, pensioner
D82022.64prediction, machine, sensitivity, feature, specificity, resident, social factor, fashion, technique
D9811.06generation, insignificant, pastor, accomplishment
All years (1960s–2020s)E16,20840.28age, health, older adult, support, experience, program, activity, education, influence, community, society, exercise, family, service, participation, life satisfaction, leisure, satisfaction, technology, anxiety, devices, expectation, gerontechnology, religiosity, coordination, clinics, home, suicide, sensor
E23,20520.8change, disease, longevity, brain, system, memory, stress, death, capacity, treatment, mechanism, balance, blood, cells, protein, genes, muscle, markers
E32,71417.61measure, physical activity, performance, depression, disability, patient, mortality, frailty, questionnaire, dementia, impairment, symptom, cognition, nutrition, risk factor
E42,40415.6challenge, strategy, ability, successful aging, resources, mental health, benefit, concept, retirement, concern, independence, engagement, policy, environment
E56854.44condition, quality of life, resilience, difficulty, athletes, expert, performance, revolution, physique, movement
E61961.27network, nation, circle, Facebook

Notes: The cluster ID was assigned to differentiate the time period, and the letter or the number does not represent specific information.

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