OECD國家與臺灣之教育績效比較：以PISA科學素養為例

High School Students' Science Literacy and Educational Performance: A Comparison Between Taiwan and OECD Countries

彭開琼(Kai-Chiung Peng) ； 張佳雯(Chia-Wen Chang) ； 李瑞生(Jui-Sheng Li)

《教育科學研究期刊》 62卷4期 (2017/12) Pp. 145-179

https://doi.org/10.6209/JORIES.2017.62(4).06

摘要

本研究的焦點在於經濟合作暨發展組織（OECD）會員國及臺灣科學素養之比較，研究內容包括彙整科學素養評量結果、進行科學素養成就統計分析、探究影響科學素養成就的相關因素、評估OECD會員國及臺灣科學素養成就的整體效率值，以提出各項教育績效評估的建議。研究對象為參與PISA 2012評量的學生為主。本研究主要資料來源為OECD之2012年「國際學生能力評量計畫」的調查結果，採用的研究方法為三階段包絡分析法：第一階段利用DEA中的CCR、BCC模式分析各種效率值，第二階段利用Tobit迴歸去除環境因素所造成的相對無效率，第三階段則把調整後的產出項投到模型，分析調整後的各種效率值。研究結果顯示，經第二階段調整產出項後，第三階段分析結果顯示，各國的平均技術效率值及純技術效率值是提升的，而規模報酬遞減的國家數量明顯增加，且與第一階段的效率值有顯著的差異。所以各國皆面臨不同的經營環境，這些因素會干擾各國的經營效率評估，如果不事先予以消除，將會使各效率值的評估結果產生偏誤。因此，可以發現達到技術效率、純技術效率、規模效率值為1的國家數量增加，而規模報酬固定的國家由30個減至13個，顯示此報酬狀態為該國在投入與產出的比例上最為恰當，因此無須做任何改善與調整，規模報酬遞減的國家由5個增加至22個，顯示此報酬狀態為該國在投入與產出的比例上過大，因此各國政府可考慮調整或降低投入產出的比例，避免可能因規模過度擴張導致資源浪費的情形。

關鍵字

Tobit迴歸 ； 三階段包絡分析法 ； 國際學生能力評量計畫

並列摘要

This study compared science literacy between the Organization for Economic Cooperation and Development (OECD) member countries and Taiwan. To evaluate educational achievements, the study included archiving the assessment results of science literacy, statistically analyzing science literacy accomplishments, investigating the factors that influence science literacy, and assessing the overall efficiency of the science literacy accomplishments that the OECD member countries and Taiwan have achieved. The study participants were the high school students of the OECD member countries and Taiwan who had participated in the Programme for International Student Assessment (PISA) 2012. The study data source was OECD PISA 2012 results. A 3-stage Data Envelopment Analysis (DEA) was used. The 1-stage DEA was employed to analyze variety efficiency in the DEA of the CCR and BCC models. The 2-stage DEA was used to remove environmental factors caused by the relative inefficiencies in the Tobit regression analysis. The last stage placed the adjusted output into the model and analyzed the efficiency. It also revealed more decreasing returns to scale countries. Because different countries have different management environments, these factors can interfere with the efficiency assessment. If they are not eliminated in advance, a deviation may be observed in the analysis. This study indicated that the number of countries with technical efficiency, pure technical efficiency, and a scale efficiency value of 1 has increased, while the constant returns to scale countries from 30 to 13, indicating that the status of returns is the most appropriate proportion in input and output. Therefore, no improvements and adjustments were observed. A decrease was observed in returns to scale countries from 5 to 22, indicating that the status of returns is a huge proportion gap in input and output. Therefore, governments should consider adjusting or reducing the proportion of inputs and outputs, as resources may be wasted due to excessive scale expansion.

並列關鍵字

PISA ； Three Stage-DEA ； Tobit regression

參考文獻

蔡金田(2013)。國民中學教育公平實施現況探究。教育理論與實踐學刊。27，173-218。

許崇憲(2002)。家庭背景因素與子女學業成就之關係─臺灣樣本的後設分析。中正教育研究。1(2)，25-62。

黃彥超(2009)。影響學生學習表現之學校與系統因素探討：以PISA 2006年之結果為例。學校行政。63，115-130。

駱明慶(2002)。誰是台大學生？—性別、省籍與城鄉差異。經濟論文叢刊。30(1)，113-147。

Central Intelligence Agency. (2012). The world factbook. Retrieved from https://www.cia.gov/library/publications/the-world-factbook/rankorder/2206rank.html