
ãäœç³»çããšããå¹»æ³
æ¥é ã®çåãçæãããŠã¿ãŸããã

ãäœç³»çããšããèšèã¯ãæè忢ã®åªæãããããªãã
ãæ¬ãèªãŸãªããšéŠ¬é¹¿ã«ãªãããã¹ããããæ¬ã®æ¹ãäœç³»çã ãã
ããããå®£äŒæå¥ã«é ·ãåã«ãç§ãã¡ã¯ãäœç³»ãã®å®çŸ©ãåãå¿
èŠããããŸãã
æŽç¶ãšããç®æ¬¡ã«éšãããŠããŸãããïŒ ãã®è£ã«ãããèª€ãæ€åºåšãã¯äœåããŠããŸããïŒ
https://gemini.google.com/share/64f4069395e4
ãäœç³»çããšããå¹»æ³ã®ç ç
ïŒãœãŒã·ã£ã«ã¡ãã£ã¢ã«ãããç¥çéå¡ãšå¶åºŠçå¢çäœæ¥ã«é¢ããæ¹å€çæ€èš
åºè«ïŒæµ®éããèšå·ãšããŠã®ãäœç³»ã
çŸä»£ã®ããžã¿ã«èšè«ç©ºéããšãããXïŒæ§TwitterïŒãNoteãšãã£ããã©ãããã©ãŒã ã«ãããŠããäœç³»çïŒsystematicïŒããšããèšèã»ã©ãç¡æ¹å€ã«ããã€åªè¡çãªé¿ããæã£ãŠä¹±çšãããŠããèªåœã¯çšã§ããããã¿ã€ã ã©ã€ã³ãçºããã°ããããŒã±ãã£ã³ã°ãäœç³»çã«åŠã¶ããã®ããŒããããããäœç³»çãªPythonåŠç¿æ³ããå²åŠã®äœç³»ççè§£ããšãã£ãèšèª¬ããæ
å ±ã®æŽªæ°Žãåã«ç«ã¡ãããåŠç¿è
ãã¡ã®äžå®ããªã ããå
眪笊ã®ããã«æ°Ÿæ¿«ããŠããã
ãã®ãäœç³»çããšããèšèãžã®æžæã¯ãçŸä»£ç¹æã®ç¥çç
çãåæ ããŠããã人ã
ã¯æçåããæ
å ±ã®æµ·ã§æººããããšãæããæã£åãæ©ãå
šäœåãææ¡ã§ãããå°å³ããæ±ããŠãããããããæ¬çš¿ã§è©³ããã«ããããã«ã圌ããæ±ãããäœç³»ããšã¯ãå€ãã®å ŽåãåŠè¡çã»èªèè«çãªæå³ã§ã®å³å¯ãªäœç³»æ§ïŒSystematicityïŒãšã¯äŒŒãŠéãªããã®ã§ãããããã¯ã忥çãªèŠè«ã«ãã£ãŠããã±ãŒãžåããããç¶²çŸ
æ§ãã®å¥åã«éãããèªç¥ç§åŠãæããã«ããåŠç¿ã®ã¡ã«ããºã ããç§åŠå²åŠãèŠè«ããè«çççžäºäŸåæ§ãšã¯ä¹é¢ããŠããã
ããã§ã¯ããã®ãäœç³»çããšããèšèã®å€çŸ©æ§ãšããã®èåŸã«æœãå¶åºŠçã»èªç¥çãªæ¬ºçã培åºçã«è§£åãããã®ã§ãããæã
ã¯ãW.V.O.ã¯ã¯ã€ã³ãããã«ãã»ãã€ãŽã£ãããœã³ãšãã£ãåæå²åŠã®å·šäººãã¡ã®è©ãåããŠãäœç³»ãã®å®çŸ©ãåæ§ç¯ããèªç¥å¿çåŠã«ããããèª¬ææ·±åºŠã®é¯èŠïŒIllusion of Explanatory DepthïŒããã転移äžå
šïŒTransfer FailureïŒãã®æŠå¿µãçšããŠã宿ãªäœç³»åãããããç¥çæ æ°ãæŽãåºããããã«ãããŒãã¹ã»ãžã£ãªã³ã®ãå¢çäœæ¥ïŒBoundary WorkïŒãã巿пã®ãå°åç ç©¶ïŒArea StudiesïŒãã®æç«éçšãåç
§ããæã
ããèªç¶ãªåé¡ãã ãšä¿¡ããŠããåŠååéã®å¢çãããã«æ¿æ²»çã»å¶åºŠçãªç£ç©ã§ããããææããã
çµè«ãå
åããããªãã°ãããã ãããªããNoteã§æ°ååãæ¯æã£ãŠæã«å
¥ãããäœç³»çç¥èãã¯ãããªããè³¢ãããã©ããããçã®çè§£ããé ããããã³ã³ããã³ã¹ã®é¯èŠãã匷åããè£
眮ãšããŠæ©èœããŠããå¯èœæ§ãé«ããæ¬çš¿ã¯ããã®å¿å°ããé¯èŠã«å·æ°Žã济ã³ããçã«æ¹å€çãªãèªèè«çèŠæïŒEpistemic VigilanceïŒããåŒã³èŠãŸãããã®ã2äžåã«åã¶è§£æ¯å€ã§ããã
第1ç« ãäœç³»çãã®å®çŸ©è«ç泥沌ïŒåæã¬ããªãã¯ãšç§åŠå²åŠã®æçµ¶
ãäœç³»çããšããèšèãçºãããããšããããã«ã¯æ±ºå®çãªæå³ã®æçµ¶ãååšãããããžãã¹ãèªå·±åçºã®æèã§èªããããäœç³»ããšãç§åŠå²åŠã®æèã§èªããããäœç³»ãã¯ãåãé³é»ãæã¡ãªãããå šãç°ãªãå°å¹³ãæã瀺ããŠããã®ã§ããã
1.1 åæãšããŠã®ãäœç³»ãïŒãªã¹ãåãããå®å¿æ
ãŸããåžå Žã«æµéãããäœç³»çãã®å®çŸ©ã確èªãããã人æç޹ä»äŒç€ŸãããŒã±ãã£ã³ã°æè²ã®çŸå Žã«ãããŠããäœç³»çã«åŠã¶ããšã¯ããã°ãã°ãç¶²çŸ
çïŒcomprehensiveïŒããã€ã段éçïŒstep-by-stepïŒãã§ããããšãæå³ãã1ãäŸãã°ãæ¶è²»è
è¡ååæã«ããããäœç³»ççè§£ããšã¯ãæ¶è²»è
ã®éžæã»è³Œå
¥ã»äœ¿çšã®ããã»ã¹ãæŒããªãææ¡ããã¿ãŒã²ããåžå Žã®ããŒãºãå¯èŠåããããšãæã1ã
ããã§ã®ãäœç³»ãã®æ£äœã¯ãå®ã¯ããªã¹ããã§ãããããã¯ãè€éæªå¥ãªçŸå®äžçïŒäŸãã°ãäºæž¬äžå¯èœãªæ¶è²»è
ã®æ¬²æïŒãã管çå¯èœãªå€æ°ã®ã°ãªãããžãšèœãšã蟌ãããã®ããŒã«ãšããŠæ©èœãããSDGsãžã®åãçµã¿ãç«¶äºåªäœæ§ã®ç¢ºç«ãšãã£ãäŒæ¥ç®æšãšçµã³ã€ãããããã®çš®ã®äœç³»æ§ã¯ãå®çšæ§ãšå¹çæ§ãæåªå
ãã1ãåŠç¿è
ã«ãšã£ãŠãããã¯ããããããã£ãŠããã°å€§äžå€«ããšããå¿ççå®å
šæ§ãæäŸããããã±ãŒãžã§ããããã®æ¬è³ªã¯ãæãæŒãã®ãªãç®æ¬¡ãã«è¿ãã
1.2 ç§åŠå²åŠã«ããããäœç³»ãïŒè«çççžäºäŸåæ§ã®ç¶²
äžæ¹ãç§åŠå²åŠã®é åã«è¶³ãèžã¿å
¥ãããšããäœç³»çãã®æå³ã¯äžå€ãããåæå²åŠè
ã®W.V.O.ã¯ã¯ã€ã³ãããã«ãã»ãã€ãŽã£ãããœã³ã«ãšã£ãŠãçæ£ãªå²åŠãç§åŠã¯ãäœç³»çãªçè«æ§ç¯ããšé£ç¶ããŠãã2ãããããããã§èšãäœç³»æ§ãšã¯ãåãªãé
ç®ã®çŸ
åã§ã¯ãªããããã¯æŠå¿µå士ã®ãè«çççžäºäŸåæ§ïŒinterdependenceïŒããæãã
ã¯ã¯ã€ã³ã®ããŒãªãºã ïŒå
šäœè«ïŒã瀺åããããã«ãããç§åŠçæŠå¿µïŒäŸãã°ã質éãïŒã®æå³ã¯ãåç¬ã§ã¯å®çŸ©ã§ãããçè«äœç³»å
šäœïŒãåããå é床ããªã©ïŒãšã®é¢ä¿æ§ã®äžã§ã®ã¿æ±ºå®ãããããã€ãŽã£ãããœã³ãææããããã«ãèšèªã®ãäœç³»çãªæå³è«ããæ§ç¯ããã«ã¯ãçŸå Žã®èšèªåŠè
ãæ°å¹ŽãããŠèšå€§ãªçµéšç調æ»ãè¡ããå®éã«ååšããæ§é ã®è©³çްãªãããã³ã°ãè¡ãå¿
èŠããã2ã
ç¹åŸŽ
忥çã»å®åçæèïŒX/NoteïŒ
ç§åŠå²åŠçæèïŒã¯ã¯ã€ã³/ãã³ãã«ïŒ
ç®ç
å¹çæ§ãå®å©ãäžå®ã®è§£æ¶
ççã®æ¢ç©¶ãè«ççæŽåæ§ã説æå
æ§é
ç·åœ¢ã段éçããªã¹ã圢åŒ
ç¶²ç¶ïŒWebïŒãçžäºäŸåçãããªã¹ãã£ãã¯
æ€èšŒ
ã圹ã«ç«ã€ããã売ãããã
ãå蚌å¯èœæ§ããè«ççç¡ççŸæ§ã
åŠç¿è
ãã¹ããã©ã¯ãã£ã¹ã®å容è
çè«ã¢ãã«ã®åæ§ç¯è
ã¡ã¿ãã¡ãŒ
éå
·ç®±ïŒToolkitïŒ
信念ã®ç¶²ïŒWeb of BeliefïŒ
1.3 ç·åŒãåé¡ã𿹿³è«çå€å 䞻矩
ããã«åä»ãªã®ã¯ããäœãç§åŠçïŒäœç³»çïŒãããå·¡ãå¢çç·èªäœããå²åŠçã«æ±ºçã®ã€ããŠããªãåé¡ã ãšããäºå®ã§ãããã«ãŒã«ã»ãããŒããåãçµãã ãç·åŒãåé¡ïŒDemarcation ProblemïŒãã«ãããŠããã€ãŠã¯ãäœç³»çãªèгå¯ãšå®éšããç§åŠã®ç¹æš©ç城åãšããã3ã客芳çå®åšãèªç¶æ³åã®æ¯é
ããããŠäœç³»çãªèгå¯ã«ããçºèŠãšããåæããç§åŠçæ¹æ³è«ã®æ ¹å¹¹ãæããŠãã5ã
ããããçŸä»£ã®ç§åŠè«ã«ãããŠã¯ãæ¹æ³è«çå€å
䞻矩ïŒMethodological PluralismïŒããå°é ããŠãã6ãç©çåŠã®å®éšææ³ãšã瀟äŒåŠã®ãã£ãŒã«ãã¯ãŒã¯ããããã¯æŽå²åŠã®å²ææ¹å€ã«ã¯ãå
±éããåäžã®ãäœç³»çã¡ãœããããªã©ååšããªããšããèŠè§£ã ãHempelãšOppenheimã詊ã¿ããããªãäœç³»çãªåïŒsystematic powerïŒãã®å®éå4ã¯ãçµ±äžç§åŠãžã®ãã¹ã¿ã«ãžãŒãšããŠéãããã€ã€ããã
瀟äŒç§åŠã«ãããŠã¯ãèªç¶ç§åŠãæš¡å£ãã¹ããšãããèªç¶äž»çŸ©ïŒNaturalismïŒããšã人éè¡åã®æå³è§£éãéèŠãããåèªç¶äž»çŸ©ïŒAnti-naturalismïŒãã察ç«ããŠãããäž¡è
ã®éã§ãäœç³»çãã®æå³ããç°ãªã8ãèªç¶äž»çŸ©è
ã«ãšã£ãŠã®äœç³»æ§ã¯å ææ³åã®å®åŒåã§ãããåèªç¶äž»çŸ©è
ã«ãšã£ãŠã®äœç³»æ§ã¯æå³ã®ãããã¯ãŒã¯ã®èšè¿°ã§ããã
æŽå¯ïŒ ãœãŒã·ã£ã«ã¡ãã£ã¢äžã®ãäœç³»ç解説ããæ±ãããŠãŒã¶ãŒã¯ããã®æ·±æ·µãªãèªèè«çåè£ïŒEpistemological RuptureïŒã«ç¡èªèŠã§ããã圌ããæ±ããŠããã®ã¯ãæ¹æ³è«çå€å 䞻矩ã«ãã£ãŠæçåãããçŸä»£ã®ç¥ã®ç¶æ³ã«ãããŠãããããåäžã®æ£è§£ãååšãããã®ãããªãçµ±äžçãªç©èªãã§ãããNoteã®ææèšäºãæäŸããã®ã¯ãåŠåçå³å¯ãã«ãã£ãŠè£ä»ããããäœç³»ã§ã¯ãªããè€éæ§ãæšè±¡ããããšã§æç«ãããããããããããšããåã®ãã£ã¯ã·ã§ã³ãªã®ã ã

第2ç« èªç¥ã¢ãŒããã¯ãã£ã®çœ ïŒãªãæã ã¯ãäœç³»ããåŠã¹ãªãã®ã
ãäœç³»çããªã³ã³ãã³ããããã»ã©ãŸã§ã«æ¶è²»ãããŠããã«ããããããããªãå€ãã®åŠç¿è ã¯çã®å°éæ§ãç²åŸã§ããã«æ«æããã®ãããã®åå ã¯ãã³ã³ãã³ãã®è³ªã§ã¯ãªãã人éã®èªç¥ã¢ãŒããã¯ãã£ã®ç¹æ§ãã®ãã®ã«ãããèªç¥ç§åŠã®ç¥èŠã¯ãæã ããäœç³»çãã ãšæããããšãšãå®éã«ãäœç³»ããè³å ã«æ§ç¯ããããšã®éã«ã¯ãçµ¶æçãªä¹é¢ãããããšã瀺åããŠããã
2.1 äœç³»æ§ã®ææŠïŒThe Systematicity ChallengeïŒ
èªç¥ç§åŠã«ãããŠãäœç³»æ§ïŒSystematicityïŒããšã¯ãæèã®æ§é çç¹æ§ãæãéèŠãªæŠå¿µã§ãããFodorãšPylyshynã¯ã人éã®èªç¥èœåãäœç³»çã§ãããšäž»åŒµãããããªãã¡ãããžã§ã³ãã¡ã¢ãªãŒãæããŠããããšããæãçè§£ã§ããèœåã¯ãå¿
ç¶çã«ãã¡ã¢ãªãŒããžã§ã³ãæããŠããããšããæãçè§£ã§ããèœåã嫿ãã9ãããã¯æèãæ§æçïŒcompositionalïŒãªæ§é ãæã¡ãéšåã®æå³ãšçµåèŠåããå
šäœã®æå³ãçæãããããšã瀺ããŠããã
ãã®ãäœç³»æ§ã®ææŠãã¯ã人éã®å¿ãåãªã飿³ã®æã§ã¯ãªããçµ±èªçãªæ§é åŠçæ©æ¢°ã§ããããšã瀺åãããããããããã«ã¯èœãšã穎ãããããæèã®æ§é ãäœç³»çã§ããããšããšããäœç³»çãªæ§é ãåŠç¿ã§ããããšãã¯ã€ã³ãŒã«ã§ã¯ãªãã®ã ã
2.2 ç¬¬äºæ¬¡äœç³»æ§ãšåŠç¿ã®ãã©ããã¯ã¹
Phillipsãã®ç ç©¶10ã¯ããã®åé¡ããç¬¬äºæ¬¡äœç³»æ§ïŒSecond-order SystematicityïŒããããªãã¡é¢é£ããèªç¥èœå矀ïŒäŸãã°ãäžé£ã®ä»£æ°æäœãææ³èŠåïŒãäœç³»çã«åŠç¿ããèœåã®åé¡ãšããŠåå®çŸ©ããã圌ãã®å®éšãæããã«ããã®ã¯ãé©ãã¹ãããããçŽæã«åããäºå®ã§ããã
åŠç¿è
ã¯ãå
±éã®æ§é ïŒåè«ã§èšãæ®éæ§æïŒãåž°çŽçã«æšè«ããããšã«ãã£ãŠåŸãããé·æçãªå©çããããåå¥ã®äºäŸãåºæ¿-åå¿ïŒS-RïŒé£åãšããŠäžžæèšããããšã«ããçæçãªå©çãåªå
ããåŸåããã11ãã€ãŸããç®ã®åã®ã¿ã¹ã¯ããåå¥ã®æèšãã§ä¹ãåããå Žåãè³ã¯ããããã³ã¹ãã®ããããäœç³»çã«ãŒã«ã®æœåºããè¡ããªãã®ã§ããã
ããã«ãNoteãXã§ã®ãããããããå³è§£ãŸãšããã®èŽåœçãªæ¬ é¥ããããæ
å ±ãåã¿ç ããåå¥ã«çè§£å¯èœãªããã£ã³ã¯ããšããŠæäŸããããšã¯ãåŠç¿è
ã®èªç¥è² è·ãäžãããããããããã¯åæã«ãåŠç¿è
ãèªãæ
å ±ã®èåŸã«ããçæèŠåïŒïŒäœç³»ïŒãåž°çŽããæ©äŒã奪ãããšã«ãªããããããããããäœç³»çåŠç¿ãé»å®³ãããšãããã©ããã¯ã¹ã ã
2.3 èª¬ææ·±åºŠã®é¯èŠïŒIOEDïŒïŒããã£ãæ°ã«ãªããã¡ã«ããºã
ãã®åŠç¿ã®å€±æãé èœãããŠãŒã¶ãŒã«æºè¶³æãäžããã®ããèª¬ææ·±åºŠã®é¯èŠïŒIllusion of Explanatory Depth: IOEDïŒããšåŒã°ããèªç¥ãã€ã¢ã¹ã§ãããKeilãã®ç ç©¶ã«ããã°ã人ã
ã¯èªåãäžçã®å æçã¡ã«ããºã ïŒäŸãã°ãèªè»¢è»ãåãä»çµã¿ãããã¡ã¹ããŒã®æ§é ïŒããå®éãããé¥ãã«æ·±ãçè§£ããŠãããšé¯èŠããåŸåããã12ã
ãã®é¯èŠã¯ãäºå®çç¥èïŒãããªã¯ãã©ã³ã¹ã®éŠéœã§ãããïŒãããã説æçç¥èïŒããªãåžå Žã¯åè¡¡ããã®ããïŒã«ãããŠé¡èã«çŸããã人ã
ã¯ãæœè±¡çãªã¬ãã«ã§æŠå¿µãè§£éããŠãããšãïŒæœè±¡çè§£éã¬ãã«ïŒãèªåã®ç解床ãé倧è©äŸ¡ãã13ããããŠãNoteã®è§£èª¬èšäºãYouTubeã®æé€åç»ã¯ããŸãã«ãã®ãæœè±¡çã§ããªããšãªãå
šäœãèŠãããããªæèŠããæäŸããã®ã«é·ããŠããã
ãŠãŒã¶ãŒã¯èšäºãèªã¿ãããªãã»ã©ãããŒã±ãã£ã³ã°ãšã¯äŸ¡å€åµé ã®ããã»ã¹ãªã®ãããšæœè±¡çã«çŽåŸãããIOEDãçºåããèªåã¯äœç³»ãçè§£ãããšæãããããããå
·äœçã«ãã§ã¯ããã®æ°ååã®äŸ¡æ ŒæŠç¥ãã©ãèšèšãããïŒããšåãããç¬éããã®çè§£ãç äžã®æ¥Œé£ã§ãã£ãããšãé²åããã
第3ç« æè²å·¥åŠã®ãã£ã¹ããã¢ïŒåç»åŠç¿ãšè»¢ç§»äžå š
ããžã¿ã«åŠç¿ããŒã«ãç¹ã«åç»ææã®æ®åã¯ããäœç³»çåŠç¿ãã®æ°äž»åãšããŠæè¿ãããŠãããKhan Academyã3Blue1Brownãšãã£ããã©ãããã©ãŒã ã¯ã確ãã«é©åœçã§ãããããããããã«ããŸããæ°ããªèªç¥çé¥ç©œãåŸ ã¡åããŠããã
3.1 3Blue1BrownãšãåçèŠèŠåãã®å眪
æ°åŠæè²ç³»YouTuberã®æé«å³°ãšããã3Blue1Brownã¯ãManimãšããPythonã©ã€ãã©ãªãé§äœ¿ããçŸããã¢ãã¡ãŒã·ã§ã³ã§ãé£è§£ãªæ°åŠçæŠå¿µãçŽæçã«ãèŠèŠåãããããšã§ç¥ããã14ãç ç©¶ã«ããã°ãããããåçèŠèŠåïŒDynamic VisualizationïŒã¯ãåŠçã®ã€ã¡ãŒãžåœ¢æãå©ããçè§£ãä¿é²ãã广ããã15ã
ããããåæã«ç ç©¶ã¯èŠåãããåŠçã¯åç»ã«ããåŠç¿å¹æããé倧è©äŸ¡ãããåŸåãããã®ã 15ãæµéºãªã¢ãã¡ãŒã·ã§ã³ã¯ãèªç¥çãªæ©æŠã極éãŸã§äœæžããããæ
å ±ã¯æµæãªãè³ã«æµã蟌ã¿ãåŠç¿è
ã¯ãããã£ãããšããåŒ·ãæµæ¢æ§ïŒFluencyïŒãæãããã ãããã®æµæ¢æ§ã¯å±éºãªéº»è¬ã§ããã
ããã¹ãåŠç¿ãšåç»åŠç¿ãæ¯èŒããç 究矀16ã¯ããã°ãã°ãããã¹ãã®æ¹ãåŠç¿è»¢ç§»ïŒTransferïŒãé«ãããšããçµæã瀺ãããªãããããã¹ãã¯äžèŠªåã ããã ãèªè
ã¯æåæ
å ±ããèªåã§ã€ã¡ãŒãžãæ§ç¯ããè«çã远ãããã«èœåçãªåŠçïŒActive ProcessingïŒã匷ããããããã®ãæãŸããå°é£ïŒDesirable DifficultyïŒãããããèšæ¶ã®å®çãšæ·±ãçè§£ãçãã®ã§ããã
3.2 ã«ãŒã³ã»ã¢ã«ãããŒãšãã¹ã¿ãªãŒã»ã©ãŒãã³ã°ã®åœ¢éªžå
ã«ãŒã³ã»ã¢ã«ãããŒã¯ãå®å
šç¿çåŠç¿ïŒMastery LearningïŒããæ²ããããåå
ã§100%ã®æ£ççãåºããŸã§å
ãžé²ãŸããªãã·ã¹ãã ãæ¡çšããŠãã18ãããã¯çè«çã«ã¯æ£ããããã«ãŒã ã®ç ç©¶ã«ããã°ãå®å
šç¿çã¯åŠç¿å¹æãåçã«é«ãã19ã
ããããçŸå Žã®å®æ
ã¯çæ³ãšã¯ç°ãªããçåŸãã¡ã¯ããã¹ã¿ãªãŒã»ãã£ã¬ã³ãžãã®åŸ
ã¡æéãããã¯ããããåç»ããã§ãªãŒããã¯ïŒã€ãŸã¿é£ãïŒãããããŠãã·ã¹ãã ãæ±ãããæ£è§£ããå¹ççã«åºãã²ãŒã ãšããŠåŠç¿ãæé©åããŠããŸã20ãã·ã¹ãã ãæäŸãã匷åãªè¶³å ŽããïŒScaffoldingïŒ21ã¯ãæ¬æ¥ã¯åŸã
ã«åãå€ãããã¹ããã®ã ããããžã¿ã«ææã§ã¯åžžã«ããã³ãããã解説åç»ããåãã«ããç¶ãããçµæãšããŠãè£å©èŒªãªãã§ã¯èµ°ããªãèªè»¢è»ä¹ããéç£ãããã
3.3 宣èšçç¥èããæç¶çç¥èãžã®ã転移äžå šã
åŠç¿ç§åŠã«ãããæå€§ã®é£é¢ã¯ã転移ïŒTransferïŒãã§ãããããæèã§åŠãã ç¥èããå¥ã®æèã§é©çšããããšã ãããããå®éšå®€ç°å¢ã«ãããŠããã転移ã¯ãã°ãã°å€±æãã23ã
æã
ã®ç¥èã«ã¯äºçš®é¡ãããã宣èšçç¥èïŒDeclarative KnowledgeïŒãïŒãã§ããããšãç¥ã£ãŠããïŒãšããæç¶çç¥èïŒProcedural KnowledgeïŒãïŒããå®è¡ã§ããïŒã§ãããACT-Rçè«ãªã©ã®èªç¥ã¢ãŒããã¯ãã£ã«ããã°ãã¹ãã«ç¿åŸãšã¯ã宣èšçç¥èãè§£éãããããç¹å®ã®æ¡ä»¶äžã§å®è¡å¯èœãªããããã¯ã·ã§ã³ã«ãŒã«ããžãšã³ã³ãã€ã«ïŒå€æïŒããŠããããã»ã¹ã§ãã24ã
æŽå¯ïŒ ãäœç³»çãªæ¬ããèªããšããè¡çºã¯ã宣èšçç¥èã®ã¹ããŒããå¢ããè¡çºã«éããªããããããå®åãå¿çšã§å¿
èŠãªã®ã¯æç¶çç¥èã§ããããã®å€æã¯ãæ¬ãèªãã ãã§ã¯æ±ºããŠèµ·ãããªããããã¯ãå®éã«åé¡ãè§£ãããšã©ãŒãèµ·ãããä¿®æ£ãããšãããæç¶ãçåŠæ¹ããéããŠã®ã¿éæããã26ã
Xã®ãŠãŒã¶ãŒãæ±ããŠãããäœç³»çãªè§£èª¬ãã¯ã宣èšçç¥èã®å·šå€§ãªãã³ãã§ããã圌ãã¯ãããæã«å
¥ããããšã§äžèœæãåŸãããããã¯ãæ³³ãæ¹ã®æç§æžããèªãã§æ³³ããæ°ã«ãªã£ãŠããã®ãšå€ãããªãããããã転移äžå
šããšåŒã¶ã
第4ç« å¶åºŠã®è¿·å®®ïŒãäœç³»ãã¯ããã«ããŠæé ãããã
ãããŸã§ãå人ã®èªç¥ã¬ãã«ã§ã®ãäœç³»ãã®èæ§æ§ãè«ããŠãããæ¬¡ã«èŠåº§ãäžããããããæã ãåŠã¶ã¹ããäœç³»ïŒïŒåŠååéïŒããšãããã®ããããã«ããŠç€ŸäŒçã«æ§ç¯ããããã®ã§ããããæ€èšããã倧åŠãšããå¶åºŠã¯ãççã®æ®¿å ã§ãããšåæã«ãæš©åãšäºç®ãåé ããããã®å·šå€§ãªå¢çäœæ¥ã®çŸå Žã§ãããã
4.1 Gierynã®å¢çäœæ¥ïŒç§åŠãšéç§åŠã®æ£ææ§
ç§åŠç€ŸäŒåŠè
ã®Thomas Gierynãæå±ãããå¢çäœæ¥ïŒBoundary WorkïŒããšããæŠå¿µã¯ãç§åŠã®å¢çãèªç¶ã«ååšãããã®ã§ã¯ãªããç§åŠè
ãã¡ãèªãã®æš©åšããªãœãŒã¹ãå®ãããã«ä¿®èŸçã«æ§ç¯ãããã®ã§ããããšãæŽãåºãã28ã
ããåéããç§åŠãã§ãããå¥ã®åéããéç§åŠããããã¯ã人æåŠãã§ãããšããç·åŒãã¯ããã°ãã°æ£æçã§ããã人æç€ŸäŒç§åŠïŒSSHïŒã®é åã§ã¯ããã®å¢çäœæ¥ã¯ç¹ã«æ¿ãã29ãäŸãã°ãã第äºèšèªãšããŠã®ã¹ãŠã§ãŒãã³èªããšããåéã®æå¡æ¡çšã«ãããŠãè©äŸ¡è
ãã¡ã¯å®¢èгçãªæ¥çžŸææšããããåè£è
ãèªåãã¡ã®å®çŸ©ãããåéã®å¢çãã®å
åŽã«ãããã©ããïŒããªãã¡ãèªåãã¡ãšåããç§åŠçãããã¥ã¹ããæã£ãŠãããïŒãéèŠãã30ã
ãŠãŒã¶ãŒããå¿çåŠãäœç³»çã«åŠã³ããããšèšããšãã圌ãã¯ãå¿çåŠããšãã確åºããå®äœãååšãããšä¿¡ããŠããããããå®éã«ã¯ãããã«ããã®ã¯èªç¥å¿çåŠã瀟äŒå¿çåŠãèšåºå¿çåŠãšãã£ããäºãã«æ¹æ³è«ãåæãç°ãªããµãã»ãã£ã·ããªã³ã®ç·©ãããªé£åäœã§ãããããããç¹ãæ¢ããŠããã®ã¯ãå¿çåŠéšããšããè¡æ¿çãªæ çµã¿ã«éããªãå Žåãå€ãã
4.2 å°åç ç©¶ vs ãã£ã·ããªã³ïŒå·æŠãçãã ãã±ã
åŠåã®ãäœç³»ããæ¿æ²»çæ§ç¯ç©ã§ããããšã瀺ãæãé¡èãªäŸãããå°åç ç©¶ïŒArea StudiesïŒããšããã£ã·ããªã³ïŒæ¿æ²»åŠãçµæžåŠãªã©ïŒãã®å¯Ÿç«ã§ãã31ã
巿пãã¢ã¡ãªã«æ¿åºã¯ãœé£ãäžæ±ã®ååãææ¡ãããããç¹å®ã®å°åãå
æ¬çã«ç ç©¶ãããå°åç ç©¶ãã«è«å€§ãªè³éãæãã32ãããã¯åœå®¶å®å
šä¿éäžã®èŠè«ããçãŸããããã±ãïŒbucketïŒãã§ãããèªèè«çãªå¿
ç¶æ§ã¯çç¡ã§ããã
倧åŠå
éšã§ã¯ãæ®éçãªçè«ãå¿åãããã£ã·ããªã³ïŒããªããºãïŒãšãå°åã®æèã«ç²Ÿéããå°åç ç©¶ïŒãããïŒã®éã§ãçµ¶ããå·æŠãç¹°ãåºããããŠãã31ã
ãã£ã·ããªã³ã®äž»åŒµïŒ ãçµæžåŠã®æ³åã¯æ¥æ¬ã§ãã¢ã¡ãªã«ã§ãåãã§ãããå°ååºæã®äºæ
ãªã©ãã€ãºã ãã
å°åç ç©¶ã®äž»åŒµïŒ ãäžæ±ã®æ¿æ²»ã¯åççéžæçè«ã§ã¯èª¬æã§ããªããæåãšæŽå²ãšããã³ã³ããã¹ããå
šãŠã ãã
åäŸãšããŠã®å°åç ç©¶ïŒ ããããªãããäžæ±æ
å¢ãäœç³»çã«çè§£ãããããšé¡ããªããããªãã¯å³åº§ã«ãã®å¶åºŠçäºè£ã«åŒãè£ãããããšã«ãªããæ¿æ²»åŠçãªäœç³»æ§ïŒæ®éçè«ïŒãåãã°çŸå°ã®ãªã¢ãªãã£ã倱ããå°åç ç©¶çãªäœç³»æ§ïŒèšè¿°ç詳现ïŒãåãã°çè«çèŠéãã倱ããäž¡è
ãçµ±åãããçã®äœç³»ããªã©ååšããªããååšããã®ã¯ãäºç®ç²åŸã®ããã«åŒãããè¡æ¿çãªå¢çç·ã ãã§ããã
4.3 人æåŠã®å±æ©ãšãäŒæ¥ç倧åŠã
çŸä»£ã®å€§åŠã¯ãäŒæ¥ç倧åŠïŒCorporate UniversityïŒããžãšå€è²ãã€ã€ãã34ãç ç©¶ã®çç£æ§ãæè³å¯Ÿå¹æïŒROIïŒãéèŠãããäžã§ã人æåŠã¯ã屿©ã®èšèª¬ãã®äžã«éã蟌ããããŠãã36ã
ãã®ç°å¢äžã§ãåŠç¥ã¯ãããã±ãŒãžåããããå§åãåããã倧åŠèªäœããç¥èãåã売ãå¯èœãªååãšããŠãäœç³»åãããåŠçïŒïŒé¡§å®¢ïŒã«æäŸããããšãäœåãªããããŠãããXãNoteã§èŠããããæé€ã®äœç³»åãããŒã ã¯ããã®ã¢ã«ãããºã ã®åååããåšéã®èšè«ç©ºéã«ãŸã§æ³¢åããæ«è·¯ãšãèšãããããã¯ãç¥çãªå¶ã¿ãšããããã¯ãäžçš®ã®ãæé€ã³ã¹ã¡ãã£ã¯ã¹ãã§ããã
第5ç« å®è·µçåŠæ¹ç®ïŒèªèè«çèŠæãšèœåçèªæž
çµ¶æçãªåæãç¶ããããæã ã¯ãããªãºã ã«æ²ãå¿ èŠã¯ãªãããããããã®ãäœç³»ãã®æ¬ºçãèŠæããå ã«ãããçã®ç¥çèªåŸæ§ãåŸ ã£ãŠããããã«ãœããšããŠã®ç§ã¯ã宿ãªè§£æ±ºçãæç€ºããªãããæ¯ã«èæ§ãæã£ãèªè ã®ããã«ãããã€ãã®è§£æ¯å®è·µïŒPraxisïŒãæç€ºããã
5.1 èªèè«çèŠæïŒEpistemic VigilanceïŒã®çºå
Dan Sperberãã¯ã人éã«ã¯èª€æ
å ±ãã身ãå®ãããã®ãèªèè«çèŠæãã®ã¡ã«ããºã ãåãã£ãŠãããšè«ãã37ãæã
ã¯éåžžãæ
å ±æºã®ä¿¡é Œæ§ãå
å®¹ã®æŽåæ§ããã§ãã¯ããŠãããããããæŽç·Žããããã¬ãŒã³ããŒã·ã§ã³ããäœç³»çããšããã©ããªã³ã°ã¯ããã®èŠæã·ã¹ãã ããããã³ã°ããã
å¿
èŠãªã®ã¯ããã®èŠæã¬ãã«ãæåã§åŒãäžããããšã ãNoteã®èšäºãèªããšãããã®æµæ¢ãã«èº«ãå§ããŠã¯ãªããªããããã®èè
ã¯ãè€éãªçŸå®ãã©ã®ãããªãå¢çäœæ¥ãã«ãã£ãŠåãæšãŠãã®ãïŒãããã®ãäœç³»ãã¯ãè«ççãªçžäºäŸåæ§ã«åºã¥ããŠããã®ãããããšãåãªããªã¹ããªã®ãïŒããšåãç¶ããããšã ã
5.2 å蚌ãšããŠã®èªæžïŒReading as FalsificationïŒ
ã¢ãŒãã£ããŒã»ã¢ãã©ãŒã®åèãæ¬ãèªãæ¬ã39ããã«ãŒã«ã»ãããŒã®ç§åŠå²åŠ41ãæããã®ã¯ãèªæžãšã¯ååçãªåä¿¡ã§ã¯ãªããèœåçãªæ€èšŒããã»ã¹ã§ããã¹ãã ãšããããšã ã
çã«äœç³»çãªåŠç¿ãç®æããªãã以äžã®ãããªãæ»æçãªèªæžããå®è·µãã¹ãã§ããïŒ
仮説æ€èšŒåèªæž
: ããã¹ããèªãåã«ãããã®ããŒããªãããããæ§é ã«ãªã£ãŠããã¯ãã ããšãã仮説ãç«ãŠãããããŠãããã¹ããèªã¿ãªããèªåã®ä»®èª¬ãæ£ãããããããã¯ããã¹ããééã£ãŠãããïŒå蚌ïŒã確èªãã43ã
æç¶ãåã®è©Šè¡
: 解説ãèªãã ããå³åº§ã«ç®ãéãããã®ã¡ã«ããºã ãçœçŽã«åçŸã§ããã詊ããããã«ããããæªç¥ã®äºäŸã«é©çšïŒè»¢ç§»ïŒã§ãããã·ãã¥ã¬ãŒã·ã§ã³ãããACT-Rçè«ãæããéãã宣èšçç¥èãæç¶ãçç¥èã«å€ããã®ã¯ããã®ãèŠçã䌎ã詊è¡ãã ãã§ãã24ã
IOEDã®ç Žå£
: ãããã£ãæ°ãã«ãªã£ãç¬éãããæãå±éºã§ãããèªåã«å¯ŸããŠããªãïŒããã©ã®ããã«ïŒããšå·æã«åãããã説æãè¡ãè©°ãŸããã€ã³ãïŒç¥èã®æ¬ èœïŒãæå³çã«æŽãåºã44ã
5.3 ãã©ãã£ãã»ã¬ãã¥ãŒã®åŸ©æš©
æåŸã«ãåŠè¡çã«ããããã·ã¹ãããã£ãã¯ã»ã¬ãã¥ãŒïŒSLRïŒããšããã©ãã£ãã»ã¬ãã¥ãŒãã®å¯Ÿæ¯ã«è§ŠããŠãããã45ãSLRã¯å³å¯ãªæé ã§ãã€ã¢ã¹ãæé€ããããæã«æèãæšè±¡ãããããäžæ¹ãåªãããã©ãã£ãã»ã¬ãã¥ãŒã¯ãèè
ã®æ·±ãè§£éãšçè«æ§ç¯ãéããŠããã©ãã©ãªç¥èŠã«æå³ã®ç³žãéãã
æã
ãç®æãã¹ãã¯ãæ©æ¢°çãªç¶²çŸ
æ§ïŒSLRçäœç³»ïŒã§ã¯ãªããèªãã®æèãšãããã£ã«ã¿ãŒãéããŠåæ§ç¯ããããè§£éçã§ãæ¹å€çã§ãå人çãªæå³ã®äœç³»ïŒãã©ãã£ãçäœç³»ïŒã§ããã¯ãã ã
第6ç« çµè«ïŒã·ã¹ãã ã¯ååã§ã¯ãªããå°å¹³ã§ãã
ãäœç³»çããšããèšèã¯ãçŸä»£ã®ç¥ç空éã«ãããäžçš®ã®ãã§ãã£ã·ãºã ã§ãããããã¯ãè€éæ§ãšäžç¢ºå®æ§ã«èããããªãæã
ã®åŒ±ããçã¿åºããå¶åã ã
æ¬çš¿ã®åæã瀺ããããã«ïŒ
å®çŸ©ã®ææ§ã
: ãäœç³»ãã¯ãããžãã¹çãªãç¶²çŸ
æ§ããšå²åŠçãªãçžäºäŸåæ§ãã®éã§åè£ããŠããã
èªç¥ã®çœ
: åç»ãå³è§£ã«ããããããããããã¯ãèª¬ææ·±åºŠã®é¯èŠãå©é·ããæç¶ãç転移ãé»å®³ããã
å¶åºŠã®æ£ææ§
: åŠååéã®å¢çã¯ãççã®åºåãã§ã¯ãªããæš©åãšäºç®ã®åºåãïŒå¢çäœæ¥ïŒã§ããã
ãããã£ãŠãXãNoteã§ãäœç³»çããŒããããããªããã®ã売ãã€ãããããšããæ³èµ·ãã¹ãã¯ã¯ã¯ã€ã³ã®ããŒãªãºã ã§ããããããŒã®å蚌䞻矩ã§ããããããŠããªãèªèº«ã®èªèè«çèŠæå¿ã§ããããäœç³»ãã¯500åã§è²·ããæ
å ±åæã®äžã«ã¯ãªããããã¯ãããªããç¡æ°ã®æçãšæ ŒéããççŸã«åŒãè£ãããªãããèªãã®è³å
ã«å°ããã€ç¯ãäžãããçµããã®ãªã建ç¯çŸå Žã®ãããªãã®ãªã®ã ã
æ€èšŒå¯èœãªææšã瀺ãããããããªããäœããåŠã³ãå¿å°ãããå
šèœæãããã¹ãããªããæ°åããæããŠãããªããããªãã¯äœãåŠãã§ããªãå¯èœæ§ãé«ããéã«ãæ··ä¹±ãã以åãããäžçãè€éã«èŠããèªåã®ç¡ç¥ã«æã¡ã²ããããŠãããªãââããã§ãšããããªãã¯äœç³»ã®å
¥ãå£ã«ç«ã£ãŠããã
è£éºïŒæ€èšŒãšå蚌ã®ããã®ããŒã¿ããŒãã«
æ¬çš¿ã®è°è«ãè£ä»ãããããäž»èŠãªæŠå¿µãšãã®å¯Ÿæ¯ãããã³é¢é£ããç ç©¶ç¥èŠã衚ã«ãŸãšãããããã¯èªè ãæ¬çš¿ã®äž»åŒµãæ¹å€çã«æ€èšŒããããã®ãè¶³å Žãã§ããã
衚1ïŒåŠç¿ã¡ãã£ã¢ãšèªç¥å¹æã®å¯Ÿæ¯
ã¡ãã£ã¢åœ¢åŒ
ç¹æ§
èªç¥çå©ç¹
èªç¥çãªã¹ã¯ïŒå¯äœçšïŒ
é¢é£ç ç©¶
ããã¹ã
éçãé«èªç¥è² è·
èœåçåŠçã®åŒ·å¶ãåèªã«ãã確èª
é¢è±çãé«ããåæçè§£ã®ããŒãã«
16
åç»ïŒè¬çŸ©ã»ã¢ãã¡ãŒã·ã§ã³ïŒ
åçãäœèªç¥è² è·
ã€ã¡ãŒãžåœ¢æã®è£å©ãåæ©ã¥ãåäž
èª¬ææ·±åºŠã®é¯èŠïŒIOEDïŒãåŠç¿å¹æã®é倧è©äŸ¡ãååçèŠèŽ
15
ã€ã³ã¿ã©ã¯ãã£ãã»ã·ãã¥ã¬ãŒã·ã§ã³
察話çã仮説æ€èšŒå
ãã©ã¡ãŒã¿æäœã«ããå æé¢ä¿ã®çºèŠãé«ãè»¢ç§»å¹æ
æäœã«ç¿çãå¿
èŠãé©åãªè¶³å Žããããªããšè¿·åã«ãªã
49
衚2ïŒç¥èã®çš®é¡ãšè»¢ç§»ã®ã¡ã«ããºã
ç¥èã¿ã€ã
å®çŸ©
åŠç¿ã¢ãããŒã
転移ïŒå¿çšïŒã®é£æåºŠ
宣èšçç¥è (Declarative)
äºå®ãæŠå¿µãç¥ã£ãŠããããšïŒKnowing thatïŒ
èªæžãè¬çŸ©èŠèŽãæèš
é«é£åºŠïŒæèã«äŸåãããããå¿çšãå¹ãã«ããïŒ23
æç¶çç¥è (Procedural)
è¡çºã®ã«ãŒã«ãç¥ã£ãŠããããšïŒKnowing howïŒ
ç·Žç¿ãã·ãã¥ã¬ãŒã·ã§ã³ããšã©ãŒä¿®æ£
äžãäœé£åºŠïŒäžåºŠãããã¯ã·ã§ã³ã«ãŒã«åãããã°èªååãããïŒ24
æ§é çç¥è (Structural)
æŠå¿µéã®é¢ä¿æ§ãçè§£ããŠããããš
ã³ã³ã»ãããããäœæããã¹ãã¡ã€ã³ããŒåæ
æãå¿çšæ§ãé«ãããç¿åŸã«æéãããã53
衚3ïŒåŠè¡çãäœç³»ãã®å¶åºŠçèŠå
èŠå
æŠèŠ
圱é¿
é¢é£æŠå¿µ
å¢çäœæ¥ (Boundary Work)
èªãã®é åãä»ãšåºå¥ããããã®ä¿®èŸçã»æ¿æ²»ç掻å
åééã®å£ã人çºçã«åŒ·åãããåŠéçãäœç³»ããé»å®³ããã
Gieryn 28
å°åç ç©¶ (Area Studies)
å·æŠæã®æ¿ççèŠè«ã«ããå°åããšã®ãç¥ã®ãã±ããå
æ®éçãã£ã·ããªã³ïŒçµæžåŠçïŒãšã®å¯Ÿç«ãæ¹æ³è«çåæ
31
説æè²¬ä»»ãšè©äŸ¡ææš
è«ææ°ãã€ã³ãã¯ããã¡ã¯ã¿ãŒã«ããå®éçè©äŸ¡
ç¥èã®æçåïŒãµã©ãåºçïŒãçæçææãžã®åé
34
(ã¬ããŒãçµäº)
åŒçšæç®
ããŒã±ãã£ã³ã°åŠç§ã§åŠã¹ãããšãæªæ¥ãå€ããåŠåã®å - KOTORA JOURNAL, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://www.kotora.jp/c/72930/
Systematic Meaning, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã http://web.abo.fi/fak/hf/filosofi/Research/Spraxis/DAVIDSON.HTM
Scientific Method - Stanford Encyclopedia of Philosophy, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://plato.stanford.edu/entries/scientific-method/
Systematic Power | Philosophy of Science | Cambridge Core, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://www.cambridge.org/core/journals/philosophy-of-science/article/systematic-power/4B4905A1DEA4313FA7F64FF38C3DC39F
Philosophy of science - Wikipedia, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://en.wikipedia.org/wiki/Philosophy_of_science
When Methods Meet Motives: methodological pluralism in Social Work research, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://d-nb.info/1241115427/34
Scientific Pluralism - Stanford Encyclopedia of Philosophy, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://plato.stanford.edu/entries/scientific-pluralism/
Beyond Positivism Toward a Methodological Pluralism for the Social Sciences In this essay I will consider what is perhaps the mo - University of Michigan, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã http://www-personal.umd.umich.edu/~delittle/BEYPOSIT.PDF
Systematicity and a Categorical Theory of Cognitive Architecture: Universal Construction in Context - PMC - PubMed Central, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://pmc.ncbi.nlm.nih.gov/articles/PMC4965469/
Cognitive architecture and second-order systematicity: categorical compositionality and a (co)recursion model of systematic learning - eScholarship, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://escholarship.org/uc/item/2g25n2dg
Why Are There Failures of Systematicity? The Empirical Costs and Benefits of Inducing Universal Constructions - NIH, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://pmc.ncbi.nlm.nih.gov/articles/PMC5005328/
The misunderstood limits of folk science: an illusion of explanatory depth - PMC, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://pmc.ncbi.nlm.nih.gov/articles/PMC3062901/
Missing the Trees for the Forest: A Construal Level Account of the Illusion of Explanatory Depth - NYU Stern, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://pages.stern.nyu.edu/~aalter/jpspioed.pdf
Manim for STEM Education: Visualizing Complex Problems Through Animation - arXiv, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://arxiv.org/html/2510.01187v1
Dynamic visualization in animated mathematics videos: students' experiences and learning outcomes - UU Research Portal, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://research-portal.uu.nl/ws/files/277569149/Dynamic_Visualization_in_Animated_Mathematics_Videos_Students_Experiences_and_Learning_Outcomes.pdf
Perceptual Learning, Cognitive Learning, and Learning From Video Games: Commonalities With Children's Learning From Digital Media - Learning and Transfer Lab - University of WisconsinâMadison, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://greenlab.psych.wisc.edu/wp-content/uploads/sites/280/2024/01/Green_Vlach_2023_Learning_with_digital_media.pdf
Video- or text-based e-learning when teaching clinical procedures? A randomized controlled trial - PMC - NIH, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://pmc.ncbi.nlm.nih.gov/articles/PMC4140394/
Teaching Teachers To Use Computer Assisted Learning Effectively: Experimental and Quasi-Experimental Evidence - National Bureau of Economic Research, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://www.nber.org/system/files/working_papers/w32388/w32388.pdf
How Khan Academy is Bringing Mastery Learning to the Masses | Cult of Pedagogy, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://www.cultofpedagogy.com/khan-mastery-learning/
THE IMPACT OF KHAN ACADEMY MATH REMEDIATION ON NINTH GRADE STUDENT ACHIEVEMENT by Sandra Lee Kelly - Liberty University, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://digitalcommons.liberty.edu/cgi/viewcontent.cgi?article=2753&context=doctoral
Video: What Is Scaffolding Instruction? - Study.com, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://study.com/academy/lesson/video/what-is-scaffolding-instruction.html
Scaffolding Learning in the Online Classroom - Center for Teaching and Learning | Risepoint, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://ctl.risepoint.com/scaffolding-learning-in-the-online-classroom/
Explanation in Human-AI Systems: A Literature Meta-Review Synopsis of Key Ideas and Publications and Bibliography for Explainabl - DTIC, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://apps.dtic.mil/sti/trecms/pdf/AD1073994.pdf
Training-dependent transfer within a set of nested tasks - PMC - NIH, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://pmc.ncbi.nlm.nih.gov/articles/PMC7614448/
Toward a Model of Transfer as Sense-Making - Learning Research & Development Center, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã http://www.lrdc.pitt.edu/nokes/documents/nokes-malach_&_mestre,_2013.pdf
How Much Transfer Should We Expect Between Skills? - Scott H Young, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://www.scotthyoung.com/blog/2023/04/18/skill-transfer-explained/
The ADAPT design model: towards instructional control of transfer, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://ris.utwente.nl/ws/files/6765763/Jelsma90adapt.pdf
Full article: Guarding the boundaries: a Swedish policy debate about geography and education for sustainable development - Taylor & Francis Online, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://www.tandfonline.com/doi/full/10.1080/20020317.2025.2457171
Understanding the Societal Impact of the Social Sciences and Humanities: Remarks on Roles, Challenges, and Expectations - PubMed Central, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://pmc.ncbi.nlm.nih.gov/articles/PMC8281339/
Boundary-work and social closure in academic recruitment: Insights from the transdisciplinary subject area Swedish as a Second - uu .diva, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://uu.diva-portal.org/smash/get/diva2:1757553/FULLTEXT02.pdf
APSA - CP, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://connect.apsanet.org/s20/wp-content/uploads/sites/9/2017/06/2006-Summer.pdf
It's a Volatile, Complex World... - Middle East Forum, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://www.meforum.org/campus-watch/it-a-volatile-complex-world
Running on Empty: International Education Funding Gets Deep Cuts - Jadaliyya, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://www.jadaliyya.com/Details/24031
Thesis Eleven - Craig Calhoun, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://calhoun.faculty.asu.edu/sites/g/files/litvpz3321/files/publications/articles/calhountheuniversityandthepublicgood.pdf
A Historical, Cultural, and Philosophical Examination of the Disintegration of Humanities Higher Educ - DigitalCommons@UMaine, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://digitalcommons.library.umaine.edu/cgi/viewcontent.cgi?article=1142&context=honors
beyond âacademicizationâ: the postwar american university and intellectual history*, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://liberalarts.tulane.edu/sites/default/files/Beyond-Academicization-Teichgraeber.pdf
Epistemic Vigilance - UCL Discovery, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://discovery.ucl.ac.uk/1331363/1/Wilson_Epistemic%20Vigilance%20revised%20final.pdf
The Developmental Puzzle of Irony Understanding: Is Epistemic Vigilance the Missing Piece? | Journal of Child Language - Cambridge University Press & Assessment, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://www.cambridge.org/core/journals/journal-of-child-language/article/developmental-puzzle-of-irony-understanding-is-epistemic-vigilance-the-missing-piece/80F63C115679502F015D239D6D5B4768
The Best Summary of How to Read a Book by Mortimer Adler - Farnam Street, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://fs.blog/how-to-read-a-book/
Adler's Three Stages for How to Read a Book Analytically - The Gospel Coalition, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://www.thegospelcoalition.org/blogs/justin-taylor/adlers-three-stages-for-how-to-read-a-book-analytically/
ED294222.pdf - ERIC, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://files.eric.ed.gov/fulltext/ED294222.pdf
Introduction to Science, Technology, and Society, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://eusp.org/sites/default/files/archive/centres/sts/Lepinay_Intro_to_STS.pdf
Introduction to Critical Reading: Research Articles - LabXchange, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://www.labxchange.org/library/items/lb:LabXchange:454486ec:html:1
Full article: Gaining insight through explaining? How generating explanations affects individuals' perceptions of their own and of experts' knowledge, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://www.tandfonline.com/doi/full/10.1080/21548455.2021.2018627
What are the different types of literature review? - Litmaps, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://www.litmaps.com/learn/what-are-the-different-types-of-literature-review
Narrative Reviews: Flexible, Rigorous, and Practical - PMC - NIH, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://pmc.ncbi.nlm.nih.gov/articles/PMC9380636/
A taxonomy of didactic roles of dynamic visualization in animated mathematics videos - Oxford Academic, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://academic.oup.com/teamat/article/44/1/47/7681993
The Role of Book Features in Young Children's Transfer of Information from Picture Books to Real-World Contexts - Frontiers, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2018.00050/full
MicroSims: A Framework for AI-Generated, Scalable Educational Simulations with Universal Embedding and Adaptive Learning Support - arXiv, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://arxiv.org/html/2511.19864v1
(PDF) Effect of physics education technology project simulation on improvement of retention ability of grade six learners in state of matter - ResearchGate, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://www.researchgate.net/publication/385031143_Effect_of_physics_education_technology_project_simulation_on_improvement_of_retention_ability_of_grade_six_learners_in_state_of_matter
Improving instructional video design: A systematic review - Australasian Journal of Educational Technology, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://ajet.org.au/index.php/AJET/article/download/7296/1915/27086
A Working Paper on Second Language Acquisition - CSUN, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã http://www.csun.edu/~galasso/wkpap.htm
Exploring the Mobile Structural Assessment Tool: Concept Maps for Learning Website - Semantic Scholar, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://pdfs.semanticscholar.org/e281/e28d9f7a7676b74019206cb2612ef6dfae9f.pdf
Presentation and Analysis of Structural Knowledge in Learning Tasks Using the Example of a Complex Literary Text - Dozortsev - RUDN Journal of Psychology and Pedagogics, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://journals.rudn.ru/psychology-pedagogics/article/view/45679
Institutionalized Organizations: Formal Structure as Myth and Ceremony | American Journal of Sociology: Vol 83, No 2, 12æ 28, 2025ã«ã¢ã¯ã»ã¹ã https://www.journals.uchicago.edu/doi/10.1086/226550
https://gemini.google.com/share/7799aa402646