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      작업기억용량의 개인차에 따른 광고 노출 시 주의제어와 광고텍스트 언어기억 분석 = 아이트래커를 사용한 시선추적 연구

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      국문 초록 (Abstract)

      개인이 가진 작업기억용량(working memory capacity)의 차이가 주의제어 및 광고독해시간, 그리고 광고텍스트 언어기억의 양과 질을 결정하는 것을 조사하였다. 작업기억(working memory)은 소비자의 ...

      개인이 가진 작업기억용량(working memory capacity)의 차이가 주의제어 및 광고독해시간, 그리고 광고텍스트 언어기억의 양과 질을 결정하는 것을 조사하였다. 작업기억(working memory)은 소비자의 인지활동에 필요한 정보를 단기간 동안 저장, 처리할 수 있게 하는 인지적 자원으로 제품관여도가 동일하게 높은 두 소비자이더라도 같은 광고자극물을 보고 난 후 광고텍스트에 대한 기억은 그 양과 질에 있어 차이가 존재할 수 있는데, 이는 광고텍스트를 읽을 때 주의제어능력에 상당부분 기인한다고 볼 수 있다. 본 연구에서는 시선추적기를 사용하여 광고 노출 시 소비자들의 주의를 측정하고 광고노출 사후기억을 측정하였다. 작업기억용량이 높은 개인들은 광고 노출 시 정보를 수용하는 과정에서 광고의 다양한 요소들 가운데 광고텍스트에 더 오랫동안 시간을 보내며 읽는다. 이들의 시선은 어지럽고 산만하게 흐트러지지 않고 필요한 부분들에서 시선이 순차적으로 머무는 양상을 보이기 때문에 전체적인 시선궤적은 작업기억용량이 낮은 이들보다 짧은 편이다. 작업기억용량이 큰 소비자들은 광고텍스트 기억언어의 어휘가 풍부하고 표현에 있어서도 수사적으로 좀 더 복잡한 2어절 이상의 수식구문을 사용할 수 있으나, 작업기억 용량이 작은 소비자들은 단어절의 단편적인 기억을 나열하되 전체적인 어휘량도 적고, 의미 요소들간의 관계를 표현하는 수식구문의 사용도 적다. 또한 기억된 단어들 중 추상적 이미지를 표현하는 제품 퍼스낼리티 같은 단어들은 작업기억용량이 높은 소비자들에게서 더 강하게 나타나는 현상이며, 색상 같은 구체적인 어휘의 기억은 작업기억용량이 높고 낮은 소비자간에 차이가 없었다.

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      다국어 초록 (Multilingual Abstract)

      Working memory is a critical element in high-order cognition including information search, text comprehension, and ad memory. Individuals vary widely in the working memory capacity. The current research investigated how individual differences in worki...

      Working memory is a critical element in high-order cognition including information search, text comprehension, and ad memory. Individuals vary widely in the working memory capacity. The current research investigated how individual differences in working memory capacity (WMC) influence attentional control and ad text memory. Individual differences in WMC are measured reliably by an established neuropsychological measurement of K-CVLT (Korean California Verbal Learning Test). Based on the working memory capacity theory, it is predicted that individual differences in working memory capacity will exercise differential effects on attentional control and ad text reading time. Moreover, ad texts can represent various levels of word comprehension difficulty. For example, color-related words represent concrete images and are relatively easy to process. On the other hand, brand personality-related words represent abstract concepts and are relatively hard to process. Thus, brand personality-related words require greater working memory resources to process than do color- related words. Drawing on the current linguistic literature, it is hypothesized individuals high in WMC will also show better ad text memory in terms of total vocabularies and number of words used per memory item than will individuals low in WMC. Due to the difference in demands for cognitive resources between processing concrete and abstract words, it is hypothesized that individuals high in WMC will better remember abstract personality-related words than individuals low in WMC. However, there will be no difference between those high in WMC and those low in WMC in remembering easy color-related words that represent concrete images. We used an eye-tracker device Tobii T60 to measure consumer attentional control during advertisement exposure using eye travel distance as a measure of attention disperson. The advertisement stimulus included an image of a model, three pictures of camera, and ad text which was composed of a total of 77 words including both color-related words and brand personality-related words. A total of 126 students participated in the experiment and we selected a subset of participants who scored top 75 to 100 percentile and bottom 25 percentile on the K-CVLT. We found that individuals high in WMC spent longer time reading the ad text than did their counterparts (Mhigh=28.17secvs. Mlow=21.17sec, t=-2.718, p=0.009). Individuals high in WMC also showed shorter eye travel distance during the first 7 seconds of ad exposure (Mhigh=16139.897pixel vs. Mlow=20022.190 pixel, t=2.065, p=0.019). Shorter eye travel distance of those high in WMC suggests that they exercised greater control of attention for the ad text reading and comprehension. Individuals high in WMC also showed a greater number of total vocabulary use (Mhigh=12.97 vs. Mlow=9.70, t=-2.551, p=0.013) and more frequent use of two- or three-word adjective phrases in ad text memory than their counterparts (Mhigh=4.96vs. Mlow=3.36, t=-2.915, p=0.005). The number of color-related words remembered by the low WMC individuals was not significantly different from that of the high WMC individuals (Mhigh=1.00 vs. Mlow=1.17, t=0.972, p=0.335). However, the abstract words used to express product personality were retained better in the high WMC individuals` ad text memory(Mhigh=1.06 vs. Mlow=0.36, t=-3.139, p=0.003) than in their counterparts` memory. Based on these findings, managerial implications are developed. Marketers and advertising copy writers should pay attention to target consumers` working memory capacity and adjust the level (e.g., abstract or concrete) and number of words used in advertisement text by considering consumers` limited working memory resources.

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      참고문헌 (Reference)

      1 서민아, "뇌를 깨우는 101가지비밀"

      2 Baddeley, A.D., "Working Memory and the Vividness of Imagery" 129 (129): 126-45, 2000

      3 Baddeley, A., "Working Memory and Language : An Overview" 36 (36): 189-208, 2003

      4 Gathercole, S. E., "Working Memory and Language" Erlbaum 1993

      5 Engle, R. W., "Working Memory Capacity as Executive Attention" 11 (11): 19-23, 2002

      6 Kane, M. J., "Working Memory Capacity and the Top-DownControl of Visual Search: Exploring the Boundaries of"Executive Attention" 32 (32): 749-77, 2006

      7 Conway, A. R. A., "Working Memory Capacity and Its Relation to GeneralIntelligence" 7 (7): 547-52, 2003

      8 Schmidt, B. K., "Voluntary and Automatic Attentional Control ofVisual Working Memory" 64 (64): 754-63, 2002

      9 Rosbergen, E., "Visual Attention to Advertising: A Segment-Level Analysis" 24 (24): 305-14, 1997

      10 Desposito, M., "The Neural Basis of the Central Executive System of Working-Memory" 378 (378): 279-81, 1995

      1 서민아, "뇌를 깨우는 101가지비밀"

      2 Baddeley, A.D., "Working Memory and the Vividness of Imagery" 129 (129): 126-45, 2000

      3 Baddeley, A., "Working Memory and Language : An Overview" 36 (36): 189-208, 2003

      4 Gathercole, S. E., "Working Memory and Language" Erlbaum 1993

      5 Engle, R. W., "Working Memory Capacity as Executive Attention" 11 (11): 19-23, 2002

      6 Kane, M. J., "Working Memory Capacity and the Top-DownControl of Visual Search: Exploring the Boundaries of"Executive Attention" 32 (32): 749-77, 2006

      7 Conway, A. R. A., "Working Memory Capacity and Its Relation to GeneralIntelligence" 7 (7): 547-52, 2003

      8 Schmidt, B. K., "Voluntary and Automatic Attentional Control ofVisual Working Memory" 64 (64): 754-63, 2002

      9 Rosbergen, E., "Visual Attention to Advertising: A Segment-Level Analysis" 24 (24): 305-14, 1997

      10 Desposito, M., "The Neural Basis of the Central Executive System of Working-Memory" 378 (378): 279-81, 1995

      11 Cowan, N., "The Magical Number 4 in Short-Term Memory : A Reconsideration of Mental Storage Capacity" 24 (24): 87-, 2001

      12 Tomasello, M., "The Item-Based Nature of Children's Early Syntactic Development" 4 : 156-63, 2000

      13 Limber, J., "The Genesis of Complex Sentences, In Cognitive Development and the Acquisition of Knowledge" Academic Press 169-85, 1973

      14 Baddeley, A., "The Episodic Buffer : A New Component of Working Memory?" 4 (4): 417-23, 2000

      15 Keller, K.L., "The Effects of Brand Name Suggestiveness on Advertising Recall" 48-57, 1998

      16 Just, M. A., "The Capacity Theory of Comprehension : New Frontiers of Evidence and Arguments" 103 (103): 773-80, 1996

      17 Awh, E., "The Bouncer in the Brain" 11 (11): 5-6, 2008

      18 Davenport, T.H., "The Attention Economy: Understanding the New Currency of Business" Harvard Business Press 2001

      19 Martin, R. C., "Short-Term Retention of Lexical-Semantic Representations: Implications for Speech Production" 9 (9): 261-280, 2001

      20 Treisman, A. M., "Selective Attention in Man" 20 (20): 12-16, 1964

      21 Deubel, H., "Saccade target selection and object recognition : Evidence for a common attentional mechanism" 36 (36): 1827-1837, 1996

      22 Kahneman, D., "Perceptual organization , In Perceptual organization" 181-211, 1981

      23 Fischer, B., "On the Development of Voluntary and Reflexive Components in Human Saccade Generation" 754 (754): 285-297, 1997

      24 Cowan, Nelson, "On the Capacity of Attention: Its Estimation and Its Role in Working Memory and Cognitive Aptitudes" 51 (51): 42-100, 2005

      25 Chelazzi, L., "Oculomotor activity and visual spatial attention" 71 (71): 81-88, 1995

      26 Ahlsen, E., "Noun Phrase Production by Agrammatic Patients: A Cross-Linguistic Approach" 10 (10): 543-59, 1996

      27 Desimone, R., "Neural Mechanisms of Selective Visual Attention" 18 (18): 193-222, 1995

      28 Valiente, R., "Mechanical Correlates of Ad Recognition" 13 (13): 13-18, 1973

      29 Baddeley, A., "Is Working Memory Still Working?" 56 (56): 851-64, 2001

      30 Rayner, K., "Integrating Text and Pictorial Information : Eye Movements When Looking at Print Advertisements" 7 (7): 219-26, 2001

      31 Pratt, J., "Initiation and Inhibition of Saccadic Eye Movements in Younger and Older Adults: An Analysis of the Gap Effect" 52 (52): P103-P107, 1997

      32 Daneman, M., "Individual Differences in Working Memory and Reading" 19 (19): 450-456, 1980

      33 Barrett, L. F., "Individual Differences in Working Memory Capacity and Dual-Process Theories of the Mind" 130 (130): 553-573, 2004

      34 Lee, E. J., "Individual Differences in Working Memory Capacity Determinethe Effects of Oculomotor Task Load on ConcurrentWord Recall Performance" 1399 : 59-65, 2011

      35 Henderson, J. M., "Human gaze control during realworld scene perception" 7 (7): 498-504, 2003

      36 Hill, L. T., "Going with Eye Flow: How Eye-Movement Tests Work and How to Use Them to Improve Your Catalog's Eye Flow" 83-86, 1989

      37 Pieters, R., "Goal Control of Attention to Advertising: The Yarbus Implication" 34 (34): 224-33, 2007

      38 Ellis, H.C., "Fundamentals of Human Memory and Cognition" WC Brown Company Publishers 1983

      39 Johnson, M.K., "False Memories and Confabulation" 2 (2): 137-45, 1998

      40 Fischer, B., "Express saccades and visual attention" 16 (16): 553-567, 1993

      41 Hofmann, W., "Executive Functions and Self-Regulation" 3 : 174-80, 2012

      42 Parker, A., "Effects of Bilateral Eye Movements on the Retrieval of Item, Associative, and Contextual Information" 22 (22): 136-45, 2008

      43 Sutherland, M., "Do You Model Ad Awareness or Advertising Awareness?" 40 (40): 32-36, 2000

      44 Krugman, D.M., "Do Adolescents Attend to Warnings in Cigarette Advertising? An Eye-Tracking Approach" 34 : 39-39, 1994

      45 Aaker, J. L., "Dimensions of Brand Personality" 34 (34): 347-56, 1997

      46 Phelps, E. A., "Deficits in Recall Following Partial and Complete Commissurotomy" 1 (1): 492-91, 1991

      47 Moore, T., "Control of eye movements and spatial attention" 98 (98): 1273-1276, 2001

      48 Lohse, G. L., "Consumer Eye Movement Patterns on Yellow Pages Advertising" 61-73, 1997

      49 Sternthal, B., "Consumer Behavior: An Information Processing Perspective" Prentice-Hall Englewood Cliffs 1982

      50 Delis, DC, "California Verbal Learning Test (Cvlt), Adult Version" The Psychological Corporation 1987

      51 Kim, Jung K., "Brief Report : Normative Study of the Korean-California Verbal Learning Test(K-Cvlt)" 13 (13): 365-69, 1999

      52 Barkley, R. A., "Behavioral Inhibition, Sustained Attention, and Executive Functions : Constructing a Unifying Theory of Adhd" 121 (121): 65-94, 1997

      53 Pieters, R., "Attention Capture and Transfer in Advertising: Brand, Pictorial, and Text-Size Effects" 36-50, 2004

      54 Shiffrin, RM, "Attention" 2 : 738-811, 1988

      55 Merle, E., "An Eye Movement Phenomenon Relating to Attention, Thought and Anxiety" 19 (19): 443-446, 1964

      56 Wells, W. D., "Advertising: Principles & Practice, 2000" Recherche 02-, 2000

      57 Kane, M. J., "A Controlled-Attention View of Working-MemoryCapacity" 130 (130): 169-183, 2001

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2026 평가예정 재인증평가 신청대상 (재인증)
      2020-01-01 평가 등재학술지 유지 (재인증) KCI등재
      2019-05-10 학회명변경 영문명 : 미등록 -> Korean Marketing Association KCI등재
      2019-04-03 학술지명변경 외국어명 : Korean Marketing Review -> Korean Journal of Marketing KCI등재
      2017-01-01 평가 등재학술지 유지 (계속평가) KCI등재
      2013-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2010-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2008-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2006-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2003-01-01 평가 등재학술지 선정 (등재후보2차) KCI등재
      2002-01-01 평가 등재후보 1차 PASS (등재후보1차) KCI등재후보
      1999-07-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
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      학술지 인용정보

      학술지 인용정보
      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 1.93 1.93 1.95
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      2.03 1.94 4.016 0.3
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