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研究生: 盧儷玲
Li-Ling Lu
論文名稱: 國小不同知覺推理能力及不同性別學生在心智旋轉及眼動行為之調查研究
A study in Mental Rotation and Eye Movement of Elementary Students with Different Perceptual Reasoning Index Ability and Gender.
指導教授: 郭靜姿
Kuo, Ching-Chih
學位類別: 碩士
Master
系所名稱: 特殊教育學系
Department of Special Education
論文出版年: 2015
畢業學年度: 103
語文別: 中文
論文頁數: 209
中文關鍵詞: 空間能力心智旋轉眼動行為性別差異
英文關鍵詞: Perceptual Reasoning Index, mental rotation, eye movement, gender differences
論文種類: 學術論文
相關次數: 點閱:163下載:26
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  • 本研究主要探討台北市國小六年級學生在心智旋轉測驗上的答題反應及眼動行為,主要研究工具為魏氏智力個別量表、自編心智旋轉測驗及眼動儀。在自編心智旋轉測驗時先進行普測(N=143),接著調查另一批參與者(N=123)的答題反應及眼動行為。研究結果簡要說明如下:

    一、本研究重新建構適合國小學生之3D心智旋轉測驗,並發現以學生資優或普通的身分作為能力分組會有實驗誤差。

    二、本研究參與者知覺推理指數平均略高於常模;答題反應與知覺推理有顯著相關,題型複雜度及答對率越高,答題時間越多。

    三、心智旋轉能力與「題目」的凝視次數有顯著關聯,高能力學生在腦中旋轉圖形時會運用支點,部分學生會利用手指輔助思考。

    四、在題型複雜度的部分,複雜度越高,答對率降低、答題時間增加、答對率與能力的關聯提高、不同性別在凝視位置及範圍的差異愈明顯、凝視路徑和面積增加,高組的凝視區塊會由中心擴散至兩端;但答題時間與能力的關聯僅在高複雜度的題型出現,且高組的答對率不受題型複雜度的影響。

    五、在能力結合性別差異的部分,高組男性的凝視的路徑簡潔且多集中於「題目」與「關鍵區」之間,在「題目」的主要凝視點會落在形體正中間;低組女性則明顯雜亂且沒有策略的凝視位置。

    六、在性別差異的部分,男性擅長圖形設計的作答,「答對率」顯著較高,答題速度較快,在3D空間思考比女性更具優勢,凝視路徑較少,找到答案後不會巡視其他選項;女性則擅長矩陣推理,在「圖畫概念」的分數與答題反應有顯著關聯,答題時間與答對率成正比,在2D空間思考較具優勢,凝視路徑多而混亂,數積木的凝視路徑明顯,找到答案後仍會檢視其他選項。

    This study focused on answer condition and the eye movement in the Mental Rotation Task (MRT). The participants are sixth-graders student with Different Perceptual Reasoning Index (PRI) Ability and Gender in the Taipei city. The main research tool is Wechsler Intelligence Scale for Children (WISC-IV), MRT and eye-tracking instrument. A whole sixth-grade survey (N=143) was implemented in the design stage of MRT, and another students (N=123) participated the formal test. The main research results were presented as follow:

    (I)First, the study reconstruct the 3D MRT for elementary school students, and found that if we use gifted or regular identity to classify students as ability grouping have experimental error.

    (II)Participants in this study of the scale in Block Design (BD), Picture Concepts (PC), Matrix Reasoning (MR), and PRI are slightly higher than the norm (WISC-IV) if we investigate the PRI ability. The answer time and correct rate for all participants at the MRT showed a positive correlation with BD, PC, MR and PRI. Furthermore, the higher correct rate was yield by longer answer time.

    (III)The positive correlation between Mental Rotation ability and fixation count on "topic area" is statistically significant.In addition, some participants selected a position as a fulcrum to think in the MRT.

    (IV)The more complexity MRT resulted in longer answer time, more gaze paths, bigger gaze area, fewer correct answer, the higher positive correlation between the PRI ability and correct rate and even the more difference in fixation position and scope for gender. The higher-PRI-ability students were not affected by complexity questions but they needed more answer time, fixation duration and fixation count. Moreover, their focus region is in the center region initially and then spreading to both ends.

    (V)Male with high Mental Rotation ability have simple gaze path, and their main gaze path focus between "critical area" and "topic area". Besides, their main gaze path focus on the center of material in "topic area". For the female with low Mental Rotation ability, they show disorderly gaze path and not have strategy in the gaze position.

    (VI)The male students are good at BD and PC, and they have higher correct rate and faster answer speed than the female students in the MRT. Moreover, they have more advantages than female in the 3D thinking, and their gaze path is significantly less than female. Male students would not search other areas after them finding the correct answer. On the other hand, female are good at MR, their whole answer time and whole correct rate in the MRT show a positive correlation to PC. Furthermore, the correct rate shows a positive correlation to the answer time. Moreover, female have good performs at the 2D space-based PRI test, and their gaze path is plenty and disorderly. Female students would search other options after them finding the correct answer.

    中文摘要 I 目錄 IV 圖次 VI 表次 VI 第一章 緒論 1 第一節 研究背景與動機 1 第二節 研究目的 8 第三節 研究問題 8 第四節 名詞解釋 10 第二章 文獻探討 12 第一節 空間能力 13 第二節 知覺推理與心智旋轉 26 第三節 眼動行為 37 第三章 研究方法與設計 48 第一節 預先測試 48 第二節 研究設計 56 第三節 研究工具 67 第四節 資料蒐集與處理 75 第四章 結果與討論 77 第一節 自編心智旋轉測驗之研究 77 第二節 資優生與普通生空間能力之調查 84 第三節 答題反應之調查 93 第四節 不同複雜度題型答題反應之調查 113 第五節 眼動行為之調查 141 第五章 結論與建議 182 第一節 研究結論 182 第二節 研究限制與建議 188 參考文獻 192 附錄 207 附錄一 自編心智旋轉測驗題目 207 附錄二 研究學生招募單 215 附錄三 研究學生知情同意書(兒童版) 216 附錄四 研究學生知情同意書(家長版) 218 附錄五 測驗授權書 220 附錄六 電腦化自編心智旋轉測驗 223   圖次 圖 2 1 SHEPARD & METZLER的心智旋轉測驗圖 30 圖 2 2 COOPER & SHEPARD的英文字母旋轉測驗。 30 圖 2 3 VANDENBERG 與KUSE 的心智旋轉測驗 31 圖 2 4 COOPER不規則多邊形心智旋轉測驗 31 圖 3 1 研究架構圖 56 圖 3 2研究時程之甘特圖 58 圖 3 3 研究流程圖 58 圖 3 4 眼動歷程研究示意圖 69 圖 3 5試題流程圖 74 圖 4 1資優生與普通生之知覺推理能力分布圖 85 圖 4 2資優生與普通生之心智旋轉能力分布圖 86 圖 4 3所有學生知覺推理指數統計圖 90 圖 4 4所有學生知覺推理分測驗統計圖 90 圖 4 5所有學生之心智旋轉測驗總答題時間統計圖 95 圖 4 6所有學生之心智旋轉測驗總答對率統計圖 95 圖 4 7所有學生之不同複雜度心智旋轉測驗答題時間統計圖 115 圖 4 8所有學生之不同複雜度心智旋轉測驗答對率統計圖 116 圖 4 9所有學生凝視時間統計圖 144 圖 4 10所有學生凝視次數統計圖 145 表次 表 2 1空間能力評量向度統計表 16 表 3 1預先測試的研究對象背景敘述 49 表 3 2不同空間能力的答對率統計表 50 表 3 3不同知覺推理能力的答題時間統計表 51 表 3 4不同知覺推理能力的凝視時間與凝視位置統計表 52 表 3 5不同知覺推理能力的凝視時間與凝視位置熱區統計表 52 表 3 6不同知覺推理能力的掃視路徑統計表 53 表 3 7凝視時間與凝視位置之性別差異統計表 54 表 3 8凝視次數與凝視位置之性別差異統計表 54 表 3 9掃視路徑之性別差異統計表 55 表 3 10學生人數統計摘要表(知覺推理能力) 59 表 3 11學生人數統計摘要表(心智旋轉能力) 59 表 3 12學生來源摘要表 60 表 3 13 不同難度測驗試題範例表 72 表 4 1 不同複雜度測驗試題範例表 78 表 4 2自編心智旋轉測驗信度分析摘要表 79 表 4 3自編心智旋轉測驗效度分析摘要表 80 表 4 4自編心智旋轉測驗難度摘要表 81 表 4 5自編心智旋轉測驗鑑別度摘要表 82 表 4 6資優生與普通生之知覺推理及心智旋轉能力變異數分析 85 表 4 7所有學生知覺推理分測驗統計分析表 88 表 4 8所有學生之心智旋轉測驗總答題時間及總答對率統計表 94 表 4 9不同知覺推理能力學生總答題時間變異數分析 97 表 4 10心智旋轉測驗總答題時間性別差異T考驗分析表 97 表 4 11不同知覺推理能力學生總答對率變異數分析表 98 表 4 12心智旋轉測驗答對率性別差異T考驗分析表 99 表 4 13所有學生知覺推理能力與心智旋轉測驗答題反應積差相關 100 表 4 14低組學生知覺推理能力與心智旋轉測驗答題反應積差相關 101 表 4 15中組學生知覺推理能力與心智旋轉測驗答題反應積差相關 102 表 4 16高組學生知覺推理能力與心智旋轉測驗答題反應積差相關 103 表 4 17女性學生知覺推理能力與心智旋轉測驗答題反應積差相關 104 表 4 18男性學生知覺推理能力與心智旋轉測驗答題反應積差相關 105 表 4 19學生答題反應之變異數分析與T考驗統計表 109 表 4 20知覺推理與答題反應之積差相關統計表 112 表 4 21所有學生之不同複雜度心智旋轉測驗答題時間統計表 114 表 4 22所有學生之不同複雜度心智旋轉測驗答對率統計表 117 表 4 23不同知覺推理能力學生之不同複雜度答題時間變異數分析表 119 表 4 24不同複雜度心智旋轉測驗答題時間性別差異T考驗分析表 120 表 4 25不同知覺推理能力學生之不同複雜度答對率變異數分析表 123 表 4 26不同複雜度心智旋轉測驗答對率性別差異T考驗分析表 124 表 4 27所有學生知覺推理能力與不同複雜度心智旋轉測驗答題反應積差相關統計表 126 表 4 28低組學生知覺推理能力與不同複雜度心智旋轉測驗答題反應積差相關統計表 127 表 4 29中組學生知覺推理能力與不同複雜度心智旋轉測驗答題反應積差相關統計表 128 表 4 30高組學生知覺推理能力與不同複雜度心智旋轉測驗答題反應積差相關統計表 129 表 4 31女性學生知覺推理能力與不同複雜度心智旋轉測驗答題反應積差相關統計表 131 表 4 32男性學生知覺推理能力與不同複雜度心智旋轉測驗答題反應積差相關統計表 133 表 4 33學生在不同複雜度答題反應之變異數分析與T考驗統計表 138 表 4 34知覺推理與不同複雜度題型答題反應積差相關統計表 140 表 4 35所有學生凝視時間統計表 143 表 4 36所有學生凝視次數統計表 145 表 4 37不同心智旋轉能力學生凝視時間變異數分析表 149 表 4 38關鍵區、題目、非關鍵區凝視時間性別差異分析表 150 表 4 39不同心智旋轉能力學生凝視次數變異數分析表 152 表 4 40關鍵區、題目、非關鍵區凝視次數性別差異分析表 153 表 4 41所有學生心智旋轉能力與眼動行為積差相關統計表 154 表 4 42低組學生心智旋轉能力與眼動行為積差相關統計表 155 表 4 43中組學生心智旋轉能力與眼動行為積差相關統計表 156 表 4 44高組學生心智旋轉能力與眼動行為積差相關統計表 157 表 4 45女性學生心智旋轉能力與眼動行為積差相關統計表 158 表 4 46男性學生心智旋轉能力與眼動行為積差相關統計表 159 表 4 47心智旋轉測驗「題型A」凝視路徑圖比較分析表 164 表 4 48心智旋轉測驗「題型B」凝視路徑圖比較分析表 165 表 4 49心智旋轉測驗「題型C」凝視路徑圖比較分析表 166 表 4 50心智旋轉測驗「題型D」凝視路徑圖比較分析表 167 表 4 51心智旋轉測驗「題型E」凝視路徑圖比較分析表 168 表 4 52心智旋轉測驗「題型A」凝視熱區圖比較分析表 172 表 4 53心智旋轉測驗「題型B」凝視熱區圖比較分析表 173 表 4 54心智旋轉測驗「題型C」凝視熱區圖比較分析表 174 表 4 55心智旋轉測驗「題型D」凝視熱區圖比較分析表 175 表 4 56心智旋轉測驗「題型E」凝視熱區圖比較分析表 176 表 4 57學生眼動行為之變異數分析與T考驗統計表 180 表 4 58心智旋轉能力與眼動行為之積差相關統計表 181  

    王晢茗(2008): 青少年與成年人對於動態影像之審美判斷與眼球運動差異—以音樂錄影帶為例。國立臺灣師範大學設計研究所碩士論文,未出版,臺北市。
    伊彬、林演慶(2006): 視覺影像處理之眼球運動相關研究探討,設計學報,11(4),59-80。
    吳明郁 (2004):國小四年級學生空間能力學習的研究: 以立體幾何展開圖為例。國立臺北教育大學數理教育研究所碩士論文,未出版,臺北市。
    吳慧詩 (2011):空間能力之性別差異:眼動分析研究。國立臺灣科技大學數位學習與教育研究所碩士論文,未出版,臺北市。
    呂潔筠(2009): 心智旋轉的診斷教學研究-以國小五年級學生為例。國立臺北教育大學數學教育研究所碩士論文,未出版,臺北市。
    李江山(1999): 視覺與認知--視覺知覺與視覺運動系統。臺北市: 遠流出版社。
    李志謙 (2012):影響國小學生電腦化心像旋轉能力測量表現之因素。國立臺灣科技大學數位學習與教育研究所碩士論文,未出版,臺北市。
    李建璋(2011): 國小六年級資優生與普通生心智旋轉能力與立體幾何截面能力之相關研究。屏東教育大學數理教育研究所碩士論文,未出版,屏東縣。
    林浚傑(2007): 國小學生之平面視覺空間能力研究。國立新竹教育大學數理教育研究所碩士論文,未出版,新竹市。
    邱郁秀 (2010):目擊證人辨認臉孔之眼動分析。臺灣師範大學教育心理與輔導研究所碩士論文,未出版,台北市。
    施幸玟(2010): 桃園市國小六年級學生在心智旋轉能力表現之探究。國立臺北教育大學數理教育研究所碩士論文,未出版,臺北市。
    洪志盈 (2004):國小學童空間能力量表建構之研究。國立彰化師範大學工業教育研究所碩士論文,未出版,彰化市。
    洪蘭譯、Mark H. Johnson著 (2001):發展的認知神經科學。台北市:信誼基金出版社。
    洪蘭譯、Moir, A., Jessel, D.著 (2001):腦內乾坤。台北市: 遠流。
    郭生玉 (2004) :教育測驗與評量。台北市:精華書局。
    莊安祺譯、Gardner, Howard著 (2007):心智解構-發現你的天才。台北市:時報文化出版社。
    張秋雁(2007): 國小學生空間能力現況之探討。國立新竹教育大學數理教育研究所碩士論文,未出版,新竹市。
    張格瑜 (2007):運用眼動儀探討不同學科背景大學生之細胞擴散和滲透作用的心智表徵建構 ,國立交通大學教育研究所碩士論文,未出版,新竹市。
    陳乃鳳 (2006):空間設計專業之空間聯對能力研究。國立雲林科技大學空間設計研究所碩士論文,未出版,雲林縣。.
    陳奕廷 (2011):眼球追蹤在學生空間幾何能力表現觀察之探究。國立台中教育大學數學教育研究所碩士論文,未出版,臺中市。
    陳學志、邱發忠、賴惠德(2010): 眼球追蹤技術在學習與教育上的應用。科學教育研究學刊,55(4),39-68。
    陳學志、賴惠德、邱發忠(2010): 眼球追蹤技術在學習與教育上的應用。教育科學研究期刊第五十五卷第四期,55(4),39-68。
    曾千芝(2008): 頓悟性問題解題歷程之眼動分析。臺灣師範大學教育心理與輔導學系碩士論文,未出版,臺北市。
    馮雅惠(2006): 空間能力與數學幾何成就相關之探究。國立台中教育大學數學教育系在職進修教學碩士論文,未出版,臺中市。
    蔣家唐 (1995):視覺空間認知能力向度分析暨數理—語文資優學生視覺空間認知能力差異研究。 行政院國家科學委員會專題研究計畫成果報告( NSC84-2511-S-018-003)。
    劉屾壵(2007): 國小六年級學生心智旋轉能力之調查-以宜蘭縣為例。國立臺北市教育大學數學教育研究所碩士論文,未出版,臺北市。
    劉俊甫(2012): 電腦化心像旋轉測驗維度表現之比較。國立台灣科技大學數位學習與教育研究所碩士論文,未出版,臺北市。
    蔡介立(2007): 動動眼,看得更清楚!,科學人雜誌, 34-37。
    鄭昭明(1996): 認知心理學:理論與實務,臺北: 桂冠。
    蕭米珊(2011): 運用腦波及眼動探討2D和3D動畫對學生科學概念建構與心智模式之影響。交通大學教育研究所碩士論文,未出版,新竹市。
    韓承靜(2008): 心像旋轉作業中的心智表徵。國立臺灣師範大學科學教育研究所博士論文,未出版,臺北市。
    韓承靜、洪蘭、蔡介立(2008): 心、眼與世界的連結─從認知神經科學看知覺與心像的關係,科學教育月刊,308,16-23。
    韓承靜、蔡介立(2008): 眼球軌跡記錄—科學學習研究的明日之星。科學教育,310,2-11。
    戴聖耀 (1911):視譜能力與樂譜難度對樂譜時眼動型態的影響。亞洲大學心理研究所碩士論文,未出版,台中市。

    Amorim, M. A., Isableu, B., & Jarraya, M. (2006). Embodied spatial transformations:" body analogy" for the mental rotation of objects. Journal of Experimental Psychology: General, 135(3), 327.
    Andersen, N. E., Dahmani, L., Konishi, K., & Bohbot, V. D. (2012). Eye Tracking, Strategies, and Sex Differences in Virtual Navigation. Neurobiology of Learning and Memory, 97 (1), 81-89. doi:10.1016/j.nlm.2011.09.007
    Arnheim, R. (1969). Visual thinking. Univ of California Press.
    Beatty, J. (1982). Phasic not tonic pupillary responses vary with auditory vigilance performance. Psychophysiology, 19 (2), 167-172.
    Binet, A. (1966). Mnemonic virtuosity: A study of chess players. [Trans. ML Simmel & SB Barron.]. Genetic Psychology Monographs.
    Boot, W. R., Kramer, A. F., Simons, D. J., Fabiani, M., & Gratton, G. (2008). The effects of video game playing on attention, memory, and executive control.Acta psychologica, 129 (3), 387-398.
    Brochard, R., Dufour, A., & Despres, O. (2004). Effect of musical expertise on visuospatial abilities: Evidence from reaction times and mental imagery. Brain and Cognition, 54 (2), 103-109.
    Carroll, J. B. (1993). Human cognitive abilities: A survey of factor-analytic studies. Cambridge University Press.
    Carmines, E. G., & Zeller, R. A. (1979). Reliability and validity assessment, 17. Sage publications.
    Castelhano, M. S., & Henderson, J. M. (2007). Initial scene representations facilitate eye movement guidance in visual search. Journal of Experimental Psychology: Human Perception and Performance, 33 (4), 753-763.
    Cazzato, V., Basso, D., Cutini, S., & Bisiacchi, P. (2010). Gender differences in visuospatial planning: An eye movements study. Behavioural Brain Research, 206(2), 177-183.
    Celec, P., Ostatniková, D., Putz, Z., & Kudela, M. (2002). The circalunar cycle of salivary testosterone and the visual-spatial performance. Bratislavske Lekarske Listy, 103(2), 59-69.
    Cohen, M. S., Kosslyn, S. M., Breiter, H. C., DiGirolamo, G. J., Thompson, W. L., Anderson, A. K., ... & Belliveau, J. W. (1996). Changes in cortical activity during mental rotation: A mapping study using functional MRI. Brain, 119 (1), 89-100.
    Collaer, M. L., & Hines, M. (1995). Human behavioral sex differences: a role for gonadal hormones during early development? Psychological Bulletin, 118 (1), 55.
    Collins, D. W., & Kimura, D. (1997). A large sex difference on a two-dimensional mental rotation task. Behavioral Neuroscience, 111(4), 845.
    Contreras, M. J., Colom, R., Shih, P. C., Álava, M. J., & Santacreu, J. (2001). Dynamic spatial performance: Sex and educational differences. Personality and Individual Differences, 30(1), 117-126.
    Cooke-Simpson, A., & Voyer, D. (2007). Confidence and gender differences on the Mental Rotations Test. Learning and Individual Differences, 17 (2), 181-186.
    Cooper, L. A. (1975). Mental rotation of random two-dimensional shapes. Cognitive Psychology, 7 (1), 20-43.
    Cooper, L. A. (1976). Individual differences in visual comparison processes. Perception and Psychophysics, 19 (5), 433-444.
    Cooper, L. A. (1988). The role of spatial representations in complex problem solving.
    Cooper, Lynn A., and Roger N. Shepard. (1973). Chronometric studies of the rotation of mental images.
    Crawford, M., Chaffin, R & Fitton, L. (1995). Cognition in social context. Learning and Individual Differences, 7(4), 341-362.
    Creem, S. H., Downs, T. H., Wraga, M., Harrington, G. S., Proffitt, D. R., & Downs, J. H. (2001). An fMRI study of imagined self-rotation. Cognitive, Affective, & Behavioral Neuroscience, 1(3), 239-249.
    de'sperati, C. (2003). Precise oculomotor correlates of visuospatial mental rotation and circular motion imagery. Journal of Cognitive Neuroscience, 15(8), 1244-1259.
    Dietrich, T., Krings, T., Neulen, J., Willmes, K., Erberich, S., Thron, A., & Sturm, W. (2001). Effects of blood estrogen level on cortical activation patterns during cognitive activation as measured by functional MRI. Neuroimage, 13(3), 425-432.
    Dionisio, D. P., Granholm, E., Hillix, W. A., & Perrine, W. F. (2001). Differentiation of deception using pupillary responses as an index of cognitive processing. Psychophysiology, 38(2), 205-211.
    Duchowski, A. (2007). Eye tracking methodology: Theory and practice, 373, Springer.
    Feng, J., Spence, I., & Pratt, J. (2007). Playing an action video game reduces gender differences in spatial cognition. Psychological Science, 18(10), 850-855.
    Fennema, E., & Sherman, J. (1977). Sex-related differences in mathematics achievement, spatial visualization and affective factors. American Educational Research Journal, 14(1), 51-71.
    Folk, M. D., & Luce, R. D. (1987). Effects of stimulus complexity on mental rotation rate of polygons. Journal of Experimental Psychology: Human Perception and Performance, 13(3), 395.
    French, J. W. (1951). The description of aptitude and achievement tests in terms of rotated factors.
    Fulton, A. B., Dodge, J., Hansen, R. M., Schremser, J. L., & Williams, T. P. (1991). The quantity of rhodopsin in young human eyes. Current Eye Research, 10(10), 977-982.
    Ganis, G., Keenan, J. P., Kosslyn, S. M., & Pascual-Leone, A. (2000). Transcranial magnetic stimulation of primary motor cortex affects mental rotation. Cerebral Cortex, 10(2), 175-180.
    Gardner, H. (2011). Frames of mind: The theory of multiple intelligences. Basic books.
    Gardner, Howard (2005). Multiple lenses on the mind. Paper presented at the ExpoGestion Conference, Bogota, Columbia.
    Geiser, C., Lehmann, W., Corth, M., & Eid, M. (2008). Quantitative and qualitative change in children's mental rotation performance. Learning and Individual Differences, 18(4), 419-429.
    Georgopoulos, A. P., Lurito, J. T., Petrides, M., Schwartz, A. B., & Massey, J. T. (1989). Mental rotation of the neuronal population vector. Science 243(4888), 234-236.
    Goldstein, D., Haldane, D., & Mitchell, C. (1990). Sex differences in visual-spatial ability: The role of performance factors. Memory & Cognition, 18(5), 546-550.
    Gorgorió, N. (1998). Exploring the functionality of visual and non-visual strategies in solving rotation problems. Educational Studies in Mathematics, 35(3), 207-231.
    Guay, R. B., & McDaniel, E. D. (1977). The relationship between mathematics achievement and spatial abilities among elementary school children. Journal for Research in Mathematics Education, 211-215.
    Guilford, J. P. (1967). The nature of human intelligence.
    Guilford, J. P., & Lacey, J. I. (1947). Army Air forces Washington DC Aviation Psychology Program. Printed Classification Tests (5).
    Hahn, N., Jansen, P., & Heil, M. (2010). Preschoolers' mental rotation: Sex differences in hemispheric asymmetry. Journal of Cognitive Neuroscience, 22(6), 1244-1250.
    Hannus, M., & Hyönä, J. (1999). Utilization of illustrations during learning of science textbook passages among low-and high-ability children. Contemporary Educational Psychology, 24(2), 95-123.
    Hegarty, M., Keehner, M., Cohen, C., Montello, D. R., & Lippa, Y. (2007). The role of spatial cognition in medicine: Applications for selecting and training professionals. Applied Spatial Cognition, 285-315.
    Heil, M., & Jansen-Osmann, P. (2008). Sex differences in mental rotation with polygons of different complexity: Do men utilize holistic processes whereas women prefer piecemeal ones? The Quarterly Journal of Experimental Psychology, 61(5), 683-689.
    Heil, M., & Jansen-Osmann, P. (2008). Sex differences in mental rotation with polygons of different complexity: Do men utilize holistic processes whereas women prefer piecemeal ones? The Quarterly Journal of Experimental Psychology, 61(5), 683-689.
    Heil, M., Kavšek, M., Rolke, B., Beste, C., & Jansen, P. (2011). Mental rotation in female fraternal twins: Evidence for intra-uterine hormone transfer? Biological Psychology, 86(1), 90-93.
    Hines, M., Brook, C., & Conway, G. S. (2004). Androgen and psychosexual development: Core gender identity, sexual orientation, and recalled childhood gender role behavior in women and men with congenital adrenal hyperplasia (CAH). Journal of Sex Research, 41(1), 75-81.
    Hirnstein, M., Bayer, U., & Hausmann, M. (2009). Sex-specific response strategies in mental rotation. Learning and Individual Differences, 19(2), 225-228.
    Hoffman, M., Gneezy, U., & List, J. A. (2011). Nurture affects gender differences in spatial abilities. Proceedings of the National Academy of Sciences, 108(36), 14786-14788.
    Holsanova, J., Holmberg, N., & Holmqvist, K. (2009). Reading information graphics: The role of spatial contiguity and dual attentional guidance. Applied Cognitive Psychology, 23(9), 1215-1226.
    Horn, J. L., & Cattell, R. B. (1966). Refinement and test of the theory of fluid and crystallized general intelligences, Journal of educational psychology, 57(5), 253.
    Howard, G. (1983). Frames of mind: The theory of multiple intelligences. NY: Basics.
    Jansen, P., & Heil, M. (2007). Suitable stimuli to obtain (no) gender differences in the speed of cognitive processes involved in mental rotation. Brain and Cognition, 64(3), 217-227.
    Jansen, P., Titze, C., & Heil, M. (2009). The influence of juggling on mental rotation performance. International Journal of Sport Psychology, 40(2), 351-359.
    Jansen-Osmann, P., & Heil, M. (2007). Suitable stimuli to obtain (no) gender differences in the speed of cognitive processes involved in mental rotation. Brain and Cognition, 64(3), 217-227.
    Janssen, A. B., & Geiser, C. (2010). On the relationship between solution strategies in two mental rotation tasks. Learning and Individual Differences, 20(5), 473-478.
    Jarodzka, H., Scheiter, K., Gerjets, P., & Van Gog, T. (2010). In the eyes of the beholder: How experts and novices interpret dynamic stimuli. Learning and Instruction, 20(2), 146-154.
    Joanisse, M., Gagnon, S., Kreller, J., & Charbonneau, M. C. (2008). Age-related differences in viewer-rotation tasks: is mental manipulation the key factor? The Journals of Gerontology Series B: Psychological Sciences and Social Sciences, 63(3), P193-P200.
    Johnson, E. S., & Meade, A. C. (1987). Developmental patterns of spatial ability: An early sex difference. Child Development, 20(8), 725-740.
    Jolicœur, P., Regehr, S., Smith, L. B., & Smith, G. N. (1985). Mental rotation of representations of two-dimensional and three-dimensional objects. Canadian Journal of Psychology/Revue canadienne de psychologie, 39(1), 100.
    Jordan, K., Wuestenberg, T., Heinze, H. J., Peters, M., & Jaencke, L. (2002). Women and men exhibit different cortical activation patterns during mental rotation tasks. Neuropsychologia, 40(13), 2397-2408.
    Just, M. A., & Carpenter, P. A. (1980). A theory of reading: From eye fixations to comprehension.Psychological Review, 87, 329-354.
    Just, M. A., & Carpenter, P. A. (1985). Cognitive coordinate system. Accounts of mental rotation and individual differences in spatial ability. Psychological Review, 92(2), 137-172.
    Kandel, E. R., Schwartz, J. H., & Jessell, T. M. at al. (2000). Principles of neural science, 4, 1227-1246. New York: McGraw-Hill.
    Kelley, T. L. (1928). Crossroads in the mind of man: A study of differentiable mental abilities. Stanford university press.
    Kelley, T. L. (1939). The selection of upper and lower groups for the validation of test items. Journal of Educational Psychology, 30(1), 17.
    Kimura, D. (1987). Are men's and women's brains really different? Canadian Psychology/Psychologie Canadienne, 28(2), 133.
    Kimura, D. (1999). Sex differences in the brain. Scientific American, Incorporated.
    Knoblich, G., Ohlsson, S., & Raney, G. E. (2001). An eye movement study of insight problem solving. Memory & Cognition, 29(7), 1000-1009.
    Koshino, H., Carpenter, P. A., Minshew, N. J., Cherkassky, V. L., Keller, T. A., & Just, M. A. (2005). Functional connectivity in an fMRI working memory task in high-functioning autism. Neuroimage, 24(3), 810-821.
    Kosslyn, S. M. (1980). Image and mind. Harvard University Press.
    Kosslyn, S. M. (1994). Image and brain. Harvard University Press.
    Kosslyn, S. M., & Thompson, W. L. (2003), When is early visual cortex activated during visual mental imagery? Psychological bulletin, 129(5), 723.
    Laeng, B., & Teodorescu, D. S. (2002). Eye scanpaths during visual imagery reenact those of perception of the same visual scene. Cognitive Science, 26(2), 207-231.
    Larson, P., Rizzo, A. A., Buckwalter, J. G., van Rooyen, A., Kratz, K., Neumann, U., ... & van der Zaag, C. (1999). Gender issues in the use of virtual environments. CyberPsychology & Behavior, 2(2), 113-123.
    Lee, H. (2013). The brain and learning: Examining the connection between brain activity, spatial intelligence, and learning outcomes in online visual instruction. Doctoral dissertation, Kent State University.
    Linn, M. C., & Petersen, A. C. (1985). Emergence and characterization of sex differences in spatial ability: A meta-analysis. Child Development, 1479-1498.
    Loftus, G. R. (1981). Tachistoscopic simulations of eye fixations on pictures. Journal of Experimental Psychology: Human Learning and Memory, 7(5), 369.
    Lohman, D. F. (1979). Spatial Ability: A Review and Reanalysis of the Correlational Literature (TR-8). Standford Univ Calif School of Education.
    Lohman, D. F. (1988). Spatial abilities as traits, processes, and knowledge. In R. J. Sternberg (Ed.), Advances in the Psychology of Human Intelligence, 4, 181-248, New Jersey: Lawrence Erlbaum Associates.
    Lord, T. R. (1985). Enhancing the visuo‐spatial aptitude of students. Journal of Research in Science Teaching, 22(5), 395-405.
    Louwerse, M. M., Graesser, A. C., McNamara, D. S., & Lu, S. (2009). Embodied conversational agents as conversational partners. Applied Cognitive Psychology, 23(9), 1244-1255.
    Maccoby, E. E., & Jacklin, C. N. (Eds.). (1974). The Psychology of Sex Differences, 1, Stanford University Press.
    Marnor, G. S., & Zaback, L. A. (1976). Mental rotation by the blind? Does mental rotation depend on visual imagery? Journal of Experimental Psychology: Human Perception and Performance, 2(4), 515-521.
    Mast, F. W., & Kosslyn, S. M. (2002). Eye movements during visual mental imagery. Trends in Cognitive Sciences, 6(7), 271-272.
    Masters, M. S. (1998). The gender difference on the Mental Rotations Test is not due to performance factors. Memory and Cognition, 26(3), 444-448.
    McCormack, A. J. (1988). Visual/spatial Thinking: As Essential Element of Elementary School Science. CESI.
    McFarlane-Smith, I. (1964). Spatial ability: its educational and social significance, London.
    McGee, M. G. (1979). Human spatial abilities: Psychometric studies and environmental, genetic, hormonal, and neurological influences. Psychological Bulletin, 86(5), 889-918.
    McKim, R. H. (1972). Experiences in visual thinking.
    McVey, M. D. (2001). Understanding concepts in research methodology: The role of spatial ability. Research in Education, (65), 100.
    McWilliams, W., Hamilton, C. J., & Muncer, S. J. (1997). On mental rotation in three dimensions. Perceptual and Motor Skills, 85(1), 297-298.
    Metzler, J., & Shepard, R. N. (1974). Transformational studies of the internal representation of three-dimensional objects.
    Michaelides, M. P. (2003). Age and Gender Differences in Performance on a Spatial Rotation Test.
    Moffat, S. D., & Hampson, E. (1996). A curvilinear relationship between testosterone and spatial cognition in humans: possible influence of hand preference. Psychoneuroendocrinology, 21(3), 323-337.
    Mohler, J. L. (2008). A review of spatial ability research. Engineering Design Graphics Journal, 72(2).
    Moir, A., & Jessel, D. (1989). Brain sex: The real difference between men and women, 149, London: Mandarin.
    Money, J., Walker, H. T., & Alexander, D. (1965). A standardized road-map test of direction sense: Manual. Johns Hopkins Press.
    Moreau, D., Clerc, J., Mansy-Dannay, A., & Guerrien, A. (2010). Assessing movement imagery ability: Self-report questionnaires vs.performance-based tests. Europe’s Journal of Psychology, 6(4), 93-109.
    Moreau, D., Clerc, J., Mansy-Dannay, A., & Guerrien, A. (2012). Enhancing spatial ability through sport practice: Evidence for an effect of motor training on mental rotation performance. Journal of Individual Differences, 33(2), 83.
    Mueller, S. C., Jackson, C., & Skelton, R. W. (2008). Sex differences in a virtual water maze: An eye tracking and pupillometry study. Behavioural Brain Research, 193(2), 209-215.
    Neuburger, S., Jansen, P., Heil, M., & Quaiser-Pohl, C. (2011). Gender differences in pre-adolescents’ mental-rotation performance: Do they depend on grade and stimulus type? Personality and Individual Differences, 50(8), 1238-1242.
    Nisbett, R. E., & Wilson, T. D. (1977). Telling more than we can know: Verbal reports on mental processes. Psychological Review, 84(3), 231.
    Noton, D., & Stark, L. (1971). Scanpaths in eye movements during pattern perception. Science, 171(3968), 308-311.
    O'Boyle, M. W., Cunnington, R., Silk, T. J., Vaughan, D., Jackson, G., Syngeniotis, A., & Egan, G. F. (2005). Mathematically gifted male adolescents activate a unique brain network during mental rotation. Cognitive Brain Research, 25(2), 583-587.
    Ostatníková, D., Hodosy, J., Skokňová, M., Putz, Z., Kúdela, M., & Celec, P. (2010). Spatial abilities during the circalunar cycle in both sexes. Learning and Individual Differences, 20(5), 484-487.
    Packard, M. G. (1998). Posttraining estrogen and memory modulation. Hormones and Behavior, 34(2), 126-139.
    Peters, M. (2005). Sex differences and the factor of time in solving Vandenberg and Kuse mental rotation problems. Brain and Cognition, 57(2), 176-184.
    Peters, M., Laeng, B., Latham, K., Jackson, M., Zaiyouna, R., & Richardson, C. (1995). A redrawn Vandenberg and Kuse Mental Rotations Test: Different versions and factors that affect performance. Brain and Cognition, 28(1), 39-58.
    Peters, M., Lehmann, W., Takahira, S., Takeuchi, Y., & Jordan, K. (2006). Mental rotation test performance in four cross-cultural samples: Overall sex differences and the role of academic program in performance. Cortex, 42(7), 1005-1014.
    Pietsch, S., & Jansen, P. (2012). Different mental rotation performance in students of music, sport and education. Learning and Individual Differences, 22(1), 159-163.
    Posner, M. I., & Cohen, Y. (1984). Components of visual orienting, Attention and performance X: Control of language processes, 32, 531-556.
    Prime, D. J., & Jolicoeur, P. (2010). Mental rotation requires visual short-term memory: Evidence from human electric cortical activity, Journal of Cognitive Neuroscience, 22(11), 2437-2446.
    Pylyshyn, Z. W. (1973). What the mind's eye tells the mind's brain: A critiqye of mental imagery, Psychological Bulletin, 80, 1-24.
    Pylyshyn, Z. W. (1981). Psychological explanations and knowledge-dependent processes, Cognition, 10(1), 267-274.
    Pylyshyn, Zenon (2003). Return of the mental image: are there really pictures in the brain? Trends in Cognitive Sciences, 7(3), 113-118.
    Quinn, P. C., & Liben, L. S. (2008). A sex difference in mental rotation in young infants. Psychological Science, 19(11), 1067-1070.
    Rahman, Q., & Wilson, G. D. (2003). Sexual orientation and the 2nd to 4th finger length ratio: evidence for organising effects of sex hormones or developmental instability? Psychoneuroendocrinology, 28(3), 288-303.
    Rahman, Q., Abrahams, S., & Jussab, F. (2005). Sex differences in a human analogue of the Radial Arm Maze: the “17-Box Maze Test”. Brain and Cognition, 58(3), 312-317.
    Rayner, K. (1998). Eye movements in reading and information processing: 20 years of research. Psychological Bulletin, 124(3), 372-422.
    Richardson, J. T. (1994). Gender differences in mental rotation. Perceptual and Motor Skills, 78(2), 435-448.
    Richter, W., Somorjai, R., Summers, R., Jarmasz, M., Menon, R., Gati, J., & Kim, S. G. (2000). Motor area activity during mental rotation studied by time-resolved single-trial fMRI. Journal of Cognitive Neuroscience, 12(2), 310-320.
    Rilea, S. L., Roskos-Ewoldsen, B., & Boles, D. (2004). Sex differences in spatial ability: A lateralization of function approach. Brain and Cognition, 56(3), 332-343.
    Roberts, J. E., & Ann Bell, M. (2003). Two-and three-dimensional mental rotation tasks lead to different parietal laterality for men and women. International Journal of Psychophysiology, 50(3), 235-246.
    Roberts, J. E., & Bell, M. A. (2002). The effects of age and sex on mental rotation performance, verbal performance, and brain electrical activity. Developmental Psychobiology, 40(4), 391-407.
    Samsudin, K. A., & Ismail, A. (2004). The improvement of mental rotation through computer based multimedia tutor. Malaysian Online Journal of Instructional Technology, 1(2), 24-34.
    Sanders, M.S., & McCormick, E.J. (1987). Human factors in engineering and design, New York: McGraw-Hill.
    Schwonke, R., Berthold, K., & Renkl, A. (2009). How multiple external representations are used and how they can be made more useful. Applied Cognitive Psychology, 23(9), 1227-1243.
    Shepard, R. N., & Cooper, L. A. (1982). Mental images and their transformations. Cambridge: MIT Press.
    Shepard, R. N., & Metzler, J. (1971). Mental rotation of three-dimensional objects, Science, 171(3972), 701-703.
    Silverman, I., Choi, J., & Peters, M. (2007). The hunter-gatherer theory of sex differences in spatial abilities: Data from 40 countries. Archives of Sexual Behavior, 36(2), 261-268.
    Smith, W., & Dror, I. E. (2001). The role of meaning and familiarity in mental transformations. Psychonomic Bulletin & Review, 8(4), 732-741.
    Stephen McConkey (2015). Teaching children to think: Reasoning Skills. from http://www.learningtogether.co.uk/Interesting-Articles.aspx#think about it john
    Tagaris, G. A., Kim, S. G., Strupp, J. P., Andersen, P., Uürbil, K., & Georgopoulos, A. P. (1996). Quantitative relations between parietal activation and performance in mental rotation. NeuroReport, 7(3), 773-776.
    Thorndike, E. L. (1921). On the Organization of Intellect. Psychological Review, 28(2), 141.
    Thurstone, L. L. (1937). Current misuse of the factorial methods, Psychometrika, 2(2), 73-76.
    Thurstone, L. L., & Thurstone, T. G. (1941). Factorial studies of intelligence.Psychometric Monographs.
    Tuddenham, R. D. (1970). A Piagetian test of cognitive development. Intelligence, 49-70.
    Tversky, A., & Kahneman, D. (1973). Availability: A heuristic for judging frequency and probability. Cognitive Psychology, 5(2), 207-232.
    Usiskin, Z. (1998). Paper-and-pencil algorithms in a calculator-and-computer age. The teaching and learning of algorithms in school mathematics, 199, 7.
    Vandenberg, S. G., & Kuse, A. R. (1978). Mental rotations, a group test of three-dimensional spatial visualization, Perceptual and Motor Skills, 47(2), 599-604.
    Volkmann, F. C. (1986). Human visual suppression, Vision Research, 26(9), 1401-1416.
    von Károlyi, C. (2013). From Tesla to Tetris: Mental Rotation, Vocation, and Gifted Education. Roeper Review, 35(4), 231-240.
    Voyer, D. (1997). Scoring procedure, performance factors, and magnitude of sex differences in spatial performance, American Journal of Psychology, 110(2), 259-276.
    Voyer, D., & Hou, J. (2006). Type of items and the magnitude of gender differences on the Mental Rotations Test. Canadian Journal of Experimental Psychology/Revue Canadienne de Psychologie Experimentale, 60(2), 91.
    Voyer, D., Rodgers, M. A., & McCormick, P. A. (2004). Timing conditions and the magnitude of gender differences on the Mental Rotations Test. Memory and Cognition, 32(1), 72-82.
    Voyer, D., Voyer, S., & Bryden, M. P. (1995). Magnitude of sex differences in spatial abilities: A meta-analysis and consideration of critical variables. Psychological Bulletin, 117(2), 250-270.
    Wechsler, H., Dowdall, G. W., Davenport, A., & Rimm, E. B. (1995). A gender-specific measure of binge drinking among college students. American Journal of Public Health, 85(7), 982-985.
    Weiss, E., Siedentopf, C. M., Hofer, A., Deisenhammer, E. A., Hoptman, M. J., Kremser, C., & Delazer, M. (2003). Sex differences in brain activation pattern during a visuospatial cognitive task: a functional magnetic resonance imaging study in healthy volunteers, Neuroscience Letters, 344(3), 169-172.
    Wheatley, G. H. (1991). Enhancing mathematics learning through imagery. Arithmetic Teacher, 39(1), 34-36.
    Wraga, M., Thompson, W. L., Alpert, N. M., & Kosslyn, S. M. (2003). Implicit transfer of motor strategies in mental rotation. Brain and Cognition, 52(2), 135-143.
    Yarbus, A. L., Haigh, B., & Rigss, L. A. (1967). Eye movements and vision, 2, New York: Plenum press.
    Young, L. R., & Sheena, D. (1975). Survey of eye movement recording methods. Behavior Research Methods & Instrumentation, 7(5), 397-429.

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