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題名:學習障礙學生之智力組型與基本學業表現暨影響學障研判決策因素之探討
作者:黃美慧
校院名稱:國立高雄師範大學
系所名稱:特殊教育學系
指導教授:吳裕益
學位類別:博士
出版日期:2013
主題關鍵詞:學習障礙鑑定邏輯斯回歸聯合分析learning disabilitiesidentificationlogist regerssion analysisconjoint analysis
原始連結:連回原系統網址new window
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摘要
本研究包含兩部份,研究一為透過台南市、高雄市被轉介接受學習障礙鑑定共375位之疑似學習障礙學生真實資料,分析智力組型、基本學業能力、個人與家庭背景變項與鑑定結果的關係;研究二為自編虛擬個案資料問卷,探討台南市、高雄市共313位特殊教育教師或心理評量人員在研判決策的考量因素。
研究一結果顯示(1)疑似學習障礙學生在魏氏兒童智力量表第三版中的得分以「作業智商」高於「語文智商」,因素指數中以「知覺組織」表現最佳,其次是「處理速度」,再其次是「語文理解」,表現最差的是「專心注意」指數。都會區(原台南市、原高雄市)送件個案的整體智商優於非都會區(原台南縣、原高雄縣)個案,但智力內在優弱勢組型相似;(2)不同鑑定結果個案(智能障礙類除外)的智力內優弱勢組型相似;但整體智商會因地區的不同而有差異;(3)疑似學習障礙學生的識字能力與閱讀理解能力皆以都會區優於非都會區。數學能力方面,則以原高雄縣轉介個案表現相對較差;(3)邏輯斯回歸分析結果發現在控制其他因素的影響後,「地區」、「性別」與「語文智商」三個變項仍會影響通過鑑定的機率,其中高雄市(包含原高雄縣、市)個案通過機率較高;女性個案通過機率的勝算高於男性;語文智商越高則通過機率越低。
研究二結果顯示(1)在個案的特質水準方面,以男性、沒有動機或行為問題、家長教育程度在高中以上、家庭經濟狀況不佳、家中有人可指導課業、智力在90以上、智力內有優劣勢、智力與成就有差距、聽說讀寫算整體低落、知覺或知覺動作協調困難、普通教育介入完全無效的個案被特教教師研判為學習障礙的機率較高,但會因研判者的背景變項而稍有不同;(2)在個案特質的相對重要性方面,影響研判決策最重要的是「智商」,影響力超過20%,其次是「智力內優劣勢」、「心理歷程困難」、「智力與成就差異」等,影響力大約介於12%至15%之間;「普通教育介入成效」、「聽說讀寫算困難」等影響力約在6%至7%左右,其他個案本身與家庭背景變項對研判決策的影響力相對較低,但會因研判者所屬的「性別」、「年齡」、「地區」、「任教學校班級數」、「個案量」等背景變項而稍有不同;(3)特教教師或心評人員整體研判的一致性大約介於.2至.6之間,會因研判者「專業背景」、「相關經驗」與「心評證照」的提升而有上升的趨勢;(4)集群分析結果顯示特教教師間可分為「嚴格組」與「寬鬆組」兩個主要群體,由「嚴格組」教師評分時,個案被研判為學習障礙的機率皆顯著低於「寬鬆組」教師。
關鍵詞: 學習障礙、鑑定、邏輯斯回歸、聯合分析
Abstract
The current study included two main sections, section one was to analyze relationship between intelligence profiles, academic ability, personal, family variables and the result of LD identification by the samples of 375 students in the LD identification program from Tainan and Kaohsiung cities. Section two of the study was to compile the dummy data questionnaire to confer the decision-making factors of 313 special education teachers from Tainan and Kaohsiung cities.
It is included in section one that: 1)students in the learning disability identification program got higher scores in PIQ than VIQ. Among factor indexes , students’ performance of POI is the best,and PSI, VCI were in the order while the FDI was in the lowest status; 2) there was similarity of inner strong and weak profile with the difference of whole FIQ in different areas; 3)students who were suspected to be learning disability in metropolis got better scores on literacy ability and reading comprehension ability than students in on metropolis, and 4) in the result of logistic regression analysis, we found out that area, gender and VIQ would effect the probability of passing rate when controlling other variables.
It is included in section two that: 1) In the character effect of cases , male ,no behavior problem , parents with higher education level, IQ above 90, with the difference of inner intelligence , with the IQ-academic discrepency , whole ability difficulty, perceptual or perceptual-motor cooperating difficulty, failing in RTI would get higher passing rate;
2) Among all variables, the most important factor for decision-making of staffs would be FIQ with the affection over 20%.After that ,there would be affection on inner IQ advantages and disadvantages,psychological process difficulties,the difference on IQ nd academic performance between 12% to 15%.There would be also affection on RTI effectiveness, difficulty in listening,speaking, reading, writing, counting between 6% to 7%.Other variables would have less affection on family background in passing decision making while gender, age, area, school size and the caseload would have little differences; 3) the consistence of rating among special education teachers between 0.2 to 0.6. There would be also a tendency of increasing with the professional background , experiences and psychological assessment license. Finally, by the result of cluster analysis ,special education teachers could be divided into strict group and loose group. The passing rate in strict group would be lower than loose group while they estimated the same case.
Key words: learning disabilities; identification; logist regerssion analysis; conjoint analysis
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