Background Established clinical assessments for detecting dementia risk often require time, cost, and face-to-face meetings. We aimed to develop a Simplified Telephone Assessment for Dementia risk (STAD) (a new screening tool utilizing telephonic interviews to predict dementia risk) and examine the predictive validity of the STAD for the incidence of dementia. Methods We developed STAD based on a combination of literature review, statistical analysis, and expert opinion. We selected 12 binary questions on subjective cognitive complaints, depressive symptoms, and lifestyle activities. In the validation study, we used STAD for 4298 community-dwelling older adults and observed the incidence of dementia during the 24-month follow-up period. The total score of STAD ranging from 0 to 12 was calculated, and the cut-off point for dementia incidence was determined using the Youden index. The survival rate of dementia incidence according to the cut-off points was determined. Furthermore, we used a decision-tree model (classification and regression tree, CART) to enhance the predictive ability of STAD for dementia risk screening. Results The cut-off point of STAD was set at 4/5. Participants scoring >= 5 points showed a significantly higher risk of dementia than those scoring <= 4 points, even after adjusting for covariates (hazard ratio [95% confidence interval], 2.67 [1.40-5.08]). A decision tree model using the CART algorithm was constructed using 12 nodes with three STAD items. It showed better performance for dementia prediction in terms of accuracy and specificity as compared to the logistic regression model, although its sensitivity was worse than the logistic regression model. Conclusions We developed a 12-item questionnaire, STAD, as a screening tool to predict dementia risk utilizing telephonic interviews and confirmed its predictive validity. Our findings might provide useful information for early screening of dementia risk and enable bridging between community and clinical settings. Additionally, STAD could be employed without face-to-face meetings in a short time; therefore, it may be a suitable screening tool for community-dwelling older adults who have negative attitudes toward clinical examination or are non-adherent to follow-up assessments in clinical trials.
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Almeida OP, 1999, INT J GERIATR PSYCH, V14, P858, DOI 10.1002/(SICI)1099-1166(199910)14:10<858::AID-GPS35>3.0.CO
机构:
Ajou Univ, Dept Ind Engn, 206 World Cup Ro, Suwon, Gyeonggi Do, South KoreaAjou Univ, Dept Ind Engn, 206 World Cup Ro, Suwon, Gyeonggi Do, South Korea
Bang, Sunjoo
Son, Sangjoon
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Ajou Univ, Sch Med, Dept Psychiat, 206 World Cup Ro, Suwon, Gyeonggi Do, South KoreaAjou Univ, Dept Ind Engn, 206 World Cup Ro, Suwon, Gyeonggi Do, South Korea
Son, Sangjoon
Roh, Hyunwoong
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h-index: 0
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Ajou Univ, Sch Med, Dept Psychiat, 206 World Cup Ro, Suwon, Gyeonggi Do, South KoreaAjou Univ, Dept Ind Engn, 206 World Cup Ro, Suwon, Gyeonggi Do, South Korea
Roh, Hyunwoong
Lee, Jihye
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h-index: 0
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Ajou Univ, Dept Digital Media, 206 World Cup Ro, Suwon, Gyeonggi Do, South KoreaAjou Univ, Dept Ind Engn, 206 World Cup Ro, Suwon, Gyeonggi Do, South Korea
Lee, Jihye
Bae, Sungyun
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h-index: 0
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Ajou Univ, Dept Digital Media, 206 World Cup Ro, Suwon, Gyeonggi Do, South KoreaAjou Univ, Dept Ind Engn, 206 World Cup Ro, Suwon, Gyeonggi Do, South Korea
Bae, Sungyun
Lee, Kyungwon
论文数: 0引用数: 0
h-index: 0
机构:
Ajou Univ, Dept Digital Media, 206 World Cup Ro, Suwon, Gyeonggi Do, South KoreaAjou Univ, Dept Ind Engn, 206 World Cup Ro, Suwon, Gyeonggi Do, South Korea
Lee, Kyungwon
Hong, Changhyung
论文数: 0引用数: 0
h-index: 0
机构:
Ajou Univ, Sch Med, Dept Psychiat, 206 World Cup Ro, Suwon, Gyeonggi Do, South KoreaAjou Univ, Dept Ind Engn, 206 World Cup Ro, Suwon, Gyeonggi Do, South Korea
Hong, Changhyung
Shin, Hyunjung
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h-index: 0
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Ajou Univ, Dept Ind Engn, 206 World Cup Ro, Suwon, Gyeonggi Do, South KoreaAjou Univ, Dept Ind Engn, 206 World Cup Ro, Suwon, Gyeonggi Do, South Korea
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Department of Computer Science and Engineering, ENB 118, University of South Florida, 4202 E. Fowler Ave, Tampa, FL 33620-5399, United StatesDepartment of Computer Science and Engineering, ENB 118, University of South Florida, 4202 E. Fowler Ave, Tampa, FL 33620-5399, United States
Chawla, Nitesh V.
Bowyer, Kevin W.
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Department of Computer Science and Engineering, 384 Fitzpatrick Hall, University of Notre Dame, Notre Dame, IN 46556, United StatesDepartment of Computer Science and Engineering, ENB 118, University of South Florida, 4202 E. Fowler Ave, Tampa, FL 33620-5399, United States
Bowyer, Kevin W.
Hall, Lawrence O.
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h-index: 0
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Department of Computer Science and Engineering, ENB 118, University of South Florida, 4202 E. Fowler Ave, Tampa, FL 33620-5399, United StatesDepartment of Computer Science and Engineering, ENB 118, University of South Florida, 4202 E. Fowler Ave, Tampa, FL 33620-5399, United States
Hall, Lawrence O.
Kegelmeyer, W. Philip
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h-index: 0
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Sandia National Laboratories, Biosystems Research Department, MS 9951, P.O. Box 969, Livermore, CA, United StatesDepartment of Computer Science and Engineering, ENB 118, University of South Florida, 4202 E. Fowler Ave, Tampa, FL 33620-5399, United States
机构:
Albert Einstein Coll Med, Saul B Korey Dept Neurol, Bronx, NY 10467 USA
Montefiore Med Ctr, Dept Neurol, 111 E 210th St, Bronx, NY 10467 USAAlbert Einstein Coll Med, Saul B Korey Dept Neurol, Bronx, NY 10467 USA
Ezzati, Ali
Katz, Mindy J.
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h-index: 0
机构:
Albert Einstein Coll Med, Saul B Korey Dept Neurol, Bronx, NY 10467 USAAlbert Einstein Coll Med, Saul B Korey Dept Neurol, Bronx, NY 10467 USA
Katz, Mindy J.
Derby, Carol A.
论文数: 0引用数: 0
h-index: 0
机构:
Albert Einstein Coll Med, Saul B Korey Dept Neurol, Bronx, NY 10467 USAAlbert Einstein Coll Med, Saul B Korey Dept Neurol, Bronx, NY 10467 USA
Derby, Carol A.
Zimmerman, Molly E.
论文数: 0引用数: 0
h-index: 0
机构:
Albert Einstein Coll Med, Saul B Korey Dept Neurol, Bronx, NY 10467 USA
Fordham Univ, Dept Psychol, Bronx, NY 10458 USAAlbert Einstein Coll Med, Saul B Korey Dept Neurol, Bronx, NY 10467 USA
Zimmerman, Molly E.
Lipton, Richard B.
论文数: 0引用数: 0
h-index: 0
机构:
Albert Einstein Coll Med, Saul B Korey Dept Neurol, Bronx, NY 10467 USA
Montefiore Med Ctr, Dept Neurol, 111 E 210th St, Bronx, NY 10467 USA
Albert Einstein Coll Med, Dept Epidemiol & Populat Hlth, Bronx, NY 10467 USAAlbert Einstein Coll Med, Saul B Korey Dept Neurol, Bronx, NY 10467 USA
机构:
Ajou Univ, Dept Ind Engn, 206 World Cup Ro, Suwon, Gyeonggi Do, South KoreaAjou Univ, Dept Ind Engn, 206 World Cup Ro, Suwon, Gyeonggi Do, South Korea
Bang, Sunjoo
Son, Sangjoon
论文数: 0引用数: 0
h-index: 0
机构:
Ajou Univ, Sch Med, Dept Psychiat, 206 World Cup Ro, Suwon, Gyeonggi Do, South KoreaAjou Univ, Dept Ind Engn, 206 World Cup Ro, Suwon, Gyeonggi Do, South Korea
Son, Sangjoon
Roh, Hyunwoong
论文数: 0引用数: 0
h-index: 0
机构:
Ajou Univ, Sch Med, Dept Psychiat, 206 World Cup Ro, Suwon, Gyeonggi Do, South KoreaAjou Univ, Dept Ind Engn, 206 World Cup Ro, Suwon, Gyeonggi Do, South Korea
Roh, Hyunwoong
Lee, Jihye
论文数: 0引用数: 0
h-index: 0
机构:
Ajou Univ, Dept Digital Media, 206 World Cup Ro, Suwon, Gyeonggi Do, South KoreaAjou Univ, Dept Ind Engn, 206 World Cup Ro, Suwon, Gyeonggi Do, South Korea
Lee, Jihye
Bae, Sungyun
论文数: 0引用数: 0
h-index: 0
机构:
Ajou Univ, Dept Digital Media, 206 World Cup Ro, Suwon, Gyeonggi Do, South KoreaAjou Univ, Dept Ind Engn, 206 World Cup Ro, Suwon, Gyeonggi Do, South Korea
Bae, Sungyun
Lee, Kyungwon
论文数: 0引用数: 0
h-index: 0
机构:
Ajou Univ, Dept Digital Media, 206 World Cup Ro, Suwon, Gyeonggi Do, South KoreaAjou Univ, Dept Ind Engn, 206 World Cup Ro, Suwon, Gyeonggi Do, South Korea
Lee, Kyungwon
Hong, Changhyung
论文数: 0引用数: 0
h-index: 0
机构:
Ajou Univ, Sch Med, Dept Psychiat, 206 World Cup Ro, Suwon, Gyeonggi Do, South KoreaAjou Univ, Dept Ind Engn, 206 World Cup Ro, Suwon, Gyeonggi Do, South Korea
Hong, Changhyung
Shin, Hyunjung
论文数: 0引用数: 0
h-index: 0
机构:
Ajou Univ, Dept Ind Engn, 206 World Cup Ro, Suwon, Gyeonggi Do, South KoreaAjou Univ, Dept Ind Engn, 206 World Cup Ro, Suwon, Gyeonggi Do, South Korea
机构:
Department of Computer Science and Engineering, ENB 118, University of South Florida, 4202 E. Fowler Ave, Tampa, FL 33620-5399, United StatesDepartment of Computer Science and Engineering, ENB 118, University of South Florida, 4202 E. Fowler Ave, Tampa, FL 33620-5399, United States
Chawla, Nitesh V.
Bowyer, Kevin W.
论文数: 0引用数: 0
h-index: 0
机构:
Department of Computer Science and Engineering, 384 Fitzpatrick Hall, University of Notre Dame, Notre Dame, IN 46556, United StatesDepartment of Computer Science and Engineering, ENB 118, University of South Florida, 4202 E. Fowler Ave, Tampa, FL 33620-5399, United States
Bowyer, Kevin W.
Hall, Lawrence O.
论文数: 0引用数: 0
h-index: 0
机构:
Department of Computer Science and Engineering, ENB 118, University of South Florida, 4202 E. Fowler Ave, Tampa, FL 33620-5399, United StatesDepartment of Computer Science and Engineering, ENB 118, University of South Florida, 4202 E. Fowler Ave, Tampa, FL 33620-5399, United States
Hall, Lawrence O.
Kegelmeyer, W. Philip
论文数: 0引用数: 0
h-index: 0
机构:
Sandia National Laboratories, Biosystems Research Department, MS 9951, P.O. Box 969, Livermore, CA, United StatesDepartment of Computer Science and Engineering, ENB 118, University of South Florida, 4202 E. Fowler Ave, Tampa, FL 33620-5399, United States
机构:
Albert Einstein Coll Med, Saul B Korey Dept Neurol, Bronx, NY 10467 USA
Montefiore Med Ctr, Dept Neurol, 111 E 210th St, Bronx, NY 10467 USAAlbert Einstein Coll Med, Saul B Korey Dept Neurol, Bronx, NY 10467 USA
Ezzati, Ali
Katz, Mindy J.
论文数: 0引用数: 0
h-index: 0
机构:
Albert Einstein Coll Med, Saul B Korey Dept Neurol, Bronx, NY 10467 USAAlbert Einstein Coll Med, Saul B Korey Dept Neurol, Bronx, NY 10467 USA
Katz, Mindy J.
Derby, Carol A.
论文数: 0引用数: 0
h-index: 0
机构:
Albert Einstein Coll Med, Saul B Korey Dept Neurol, Bronx, NY 10467 USAAlbert Einstein Coll Med, Saul B Korey Dept Neurol, Bronx, NY 10467 USA
Derby, Carol A.
Zimmerman, Molly E.
论文数: 0引用数: 0
h-index: 0
机构:
Albert Einstein Coll Med, Saul B Korey Dept Neurol, Bronx, NY 10467 USA
Fordham Univ, Dept Psychol, Bronx, NY 10458 USAAlbert Einstein Coll Med, Saul B Korey Dept Neurol, Bronx, NY 10467 USA
Zimmerman, Molly E.
Lipton, Richard B.
论文数: 0引用数: 0
h-index: 0
机构:
Albert Einstein Coll Med, Saul B Korey Dept Neurol, Bronx, NY 10467 USA
Montefiore Med Ctr, Dept Neurol, 111 E 210th St, Bronx, NY 10467 USA
Albert Einstein Coll Med, Dept Epidemiol & Populat Hlth, Bronx, NY 10467 USAAlbert Einstein Coll Med, Saul B Korey Dept Neurol, Bronx, NY 10467 USA