﹛﹛坫苤傑盺彶船擒ㄗURIGㄘ岆棻輛傑盺磁睿妗珋僕肮蜓啥腔壽瑩﹝燴賤觼珛賦凳蛌倰睡荌砒涴珨船擒勤衾扢數衄虴腔觼珛睿彶煦饜淉習祫壽笭猁﹝森俋ㄛ觼珛杅趼趙婓森徹最笢垀楷閨腔釬蚚ㄛ杻梗岆婓儂秶奾剒濰﹝旃噶埜價衾2011每2023爛笢弊30跺吽爺腔醱啣杅擂坫苤傑盺彶船擒ㄗURIGㄘ岆棻輛傑盺磁睿妗珋僕肮蜓啥腔壽瑩﹝燴賤觼珛賦凳蛌倰睡荌砒涴珨船擒勤衾扢數衄虴腔觼珛睿彶煦饜淉習祫壽笭猁﹝森俋ㄛ觼珛杅趼趙婓森徹最笢垀楷閨腔釬蚚ㄛ杻梗岆婓儂秶奾剒濰﹝旃噶埜價衾2011每2023爛笢弊30跺吽爺腔醱啣杅擂ㄛ粒蚚嘐隅虴茼耀倰蕉舷觼珛賦凳蛌倰迵URIG眳潔腔壽炵ㄛ甜煦昴賸郖祑窐俶﹝輛珨祭ㄛ旃噶埜眕觼珛猁匼汜莉薹ㄗATFPㄘ峈笢賡曹講ㄛ眕觼珛杅趼趙峈覃誹曹講ㄛ凳膘覃誹虴茼耀倰睿 moderated mediation modelㄗ衄覃誹腔笢賡耀倰ㄘㄛ炵苀潰桄杅趼趙婓眻諉迵潔諉繚噤笢腔邧笭釬蚚﹝旃噶賦彆桶隴ㄛ觼珛賦凳磁燴趙ㄗASRㄘ珆翍坫苤URIGㄛ奧珋論僇觼珛賦凳詢撰趙ㄗASAㄘ砃衾孺湮蜆船擒﹝婓眻諉虴茼源醱ㄛ觼珛杅趼趙祅賸ASR勤URIG腔坫苤虴茼ㄛ肮奀趙賸ASA勤URIG腔孺湮虴茼﹝婓潔諉繚噤源醱ㄛ觼珛杅趼趙祅賸ATFP婓觼珛賦凳蛌倰迵URIG壽炵笢腔笢賡釬蚚﹝蜆旃噶課尨賸觼珛杅趼趙婓觼珛賦凳蛌倰荌砒彶煦饜徹最笢腔邧笭覃誹褒伎﹝植淉習褒僅艘ㄛ茼秪華秶皊芢輛ASR﹜机氘芢輛ASAㄛ甜樓觼珛杅趼趙需茼蚚ㄛ眕棻輛觼珛珋測趙迵彶煦饜蚥趙腔衪肮輛祭﹝旃噶掖劓源醱ㄛ妗珋僕肮蜓啥岆笢弊宒珋測趙腔瞄陑ㄛ坫苤傑盺彶船擒ㄗURIGㄘ岆芢輛僕肮蜓啥迵妗囥盺逛淥倓桵謹腔壽瑩昢﹝觼珛賦凳蛌倰釬峈觼珛珋測趙腔價掛繚噤ㄛ籵徹汜莉猁匼婬饜离﹜憩珛賦凳覃淕迵彶耀宒曹趙眻諉荌砒傑盺彶煦饜﹝婓笢弊觼珛楷桯遺殤狟ㄛ芩華笥燴迵觼華莉秶僅凳傖賦凳俶覃淕腔價插秶僅埮旰ㄛ奧觼珛杅趼趙峈枑汔賦凳蛌倰窐講迵虴薹枑鼎賸壽瑩撮扲盓傅﹝珋衄恅瓬呥婓觼珛賦凳栳趙﹜猁匼汜莉薹ㄗATFPㄘ煦饜虴茼摯觼珛杅趼趙楷桯源醱儅濛賸猿蜓傖彆ㄛ筍誕屾眻諉抻枒觼珛賦凳蛌倰祥肮峎僅勤URIG腔祑窐俶荌砒ㄛ珩椰婓觼珛杅趼趙淕极掖劓狟勤※賦凳蛌倰〞虴薹枑汔〞彶煦饜§換絳儂秶腔炵苀俶桄痐ㄛ蚧綺弝賸杅趼趙婓笢腔覃誹迵衄覃誹腔笢賡釬蚚﹝峈森ㄛ旃噶埜蔚觼珛賦凳﹜觼珛杅趼趙﹜ATFP迵URIG馨苀珨煦昴遺殤ㄛ價衾2011每2023爛笢弊30跺吽爺ㄗ祥漪昹紲﹜眅誠﹜凰藷﹜怢俜ㄘ腔醱啣杅擂羲桯旃噶ㄛ祤婓課尨ASR迵ASA勤URIG腔祑窐荌砒摯觼珛杅趼趙腔邧笭覃誹儂秶ㄛ峈蚥趙盺逛彶煦饜﹜芢雄詢窐講觼珛蛌倰枑鼎妗痐甡擂迵淉習尨ㄛ蜆蹦恅楷桶衾▲Frontiers in Sustainable Food Systems◎﹝旃噶埜羲桯旃噶蚚善腔翋猁壽瑩撮扲源楊婦嬤ㄩ價衾吽撰粽夤醱啣杅擂ㄗ懂埭峈笢弊苀數爛牖﹜笢弊觼逛苀數爛牖﹜控儔湮悝杅趼需踢硌杅2011每2023﹜笢弊櫛雄苀數爛牖摯陝爵旃噶埏笢弊杬惘逛旃噶惆豢ㄘ凳膘曹講聆僅极炵˙粒蚚怍嫌硌杅ㄗTheil indexㄘ聆僅URIG˙眕莉堤迵憩珛賦凳燭僅硌梓ㄗtlㄛ冪毀砃蛌遙ㄘ聆僅觼珛賦凳磁燴趙ㄗASRㄘㄛ眕觼輿鐘趷督昢珛崝樓硉梩掀摯樓葩磁硌杅ㄗei﹜eiㄘ聆僅觼珛賦凳詢撰趙ㄗASAㄘ˙粒蚚準噤砃準絳砃閉虴薹SBM耀倰ㄗ馨準咡莉堤觼珛抯齬溫ㄘ聆呾觼珛猁匼汜莉薹ㄗATFPㄘ˙植杅趼價插扢囥﹜觼珛杅趼茼蚚﹜觼珛杅趼莉珛趙跺峎僅籵徹寱硉楊凳膘觼珛杅趼趙ㄗdigㄘ硌杅˙膘蕾跺极嘐隅虴茼耀倰輛俴價袧隙寥ㄛ粒蚚Bartikㄗshift？shareㄘ馱撿曹講楊迵2SLS揭燴囀汜俶ㄛ籵徹杸遙曹講﹜坫帣﹜載遙硌梓輛俴恛翩俶潰桄ㄛ甜凳膘覃誹虴茼迵衄覃誹腔笢賡耀倰ㄗmoderated mediation modelㄘ輛俴儂秶妎梗ㄛ肮奀輛俴郖迵杅趼趙阨煦郪腔祑窐俶煦昴﹝旃噶埜婓竘晟笢莠隴旃噶隅弇ㄛ蔚芩華笥燴迵觼華莉假齬﹜襄妘假迵苤觼汜數俶釬峈笭猁秶僅掖劓迵淉習壽薊祜枙ㄛ擄蝴ASR迵ASA勤URIG腔眻諉荌砒ㄛ甜輛珨祭蕉舷觼珛杅趼趙腔眻諉覃誹虴茼摯籵徹ATFP腔潔諉覃誹釬蚚ㄛ隴旃噶晚暱僚瓬婓衾煦ASR迵ASA祑窐虴茼﹜馨侐曹講苀珨遺殤﹜桄痐※ASR/ASA ↙ ATFP ↙ URIG§繚噤笢杅趼趙腔覃誹褒伎﹝3 Theoretical analysis and research hypotheses旃噶埜價衾媼啋冪撳蛌倰燴蹦ㄗLewis， 1954ㄘ迵笢弊芩華秶僅杻涽枑堤燴蹦樑扢ㄩASR籵徹蚥趙櫛雄薯﹜芩華﹜訧掛脹猁匼婓觼﹜輿﹜鐘﹜趷潔腔饜离ㄛ枑汔莉堤迵憩珛賦凳勷磁衪覃僅ㄛ植奧枑詢觼珛汜莉薯甜崝樓觼鏍冪茠彶﹜棻輛觼逛櫛雄薯婬饜离迵瑞玸煦汃ㄛ嘟枑堤樑扢H1aㄩASR迵URIG蛹眈壽˙ASA甡懇訧掛﹜撮扲迵詢撮夔櫛雄薯芘ㄛ忳傑盺媼啋賦凳迵芩華霜蛌秶埮ㄛ崝硉彶祔載眢砃傑庈訧掛迵湮寞耀冪茠翋极摩笢ㄛ徹婌芢輛褫夔崝樓苤觼傖掛蛹童ㄛ嘟枑堤樑扢H1bㄩ珋論僇ASA迵URIG淏眈壽﹝婓觼珛杅趼趙覃誹源醱ㄛ杅趼趙籵徹陓洘董夔迵虴薹枑汔褫窒煦杸測賦凳蚥趙湍懂腔崝彶虴茼ㄛ揤坫ASR晚暱崝彶諾潔ㄛ祅坫苤URIG腔釬蚚ㄗH2aㄘ˙奧杅趼趙晊扥觼珛歎硉蟈祫詢蜇樓硉遠誹ㄛ筍忳祔氪嗣峈傑庈怢迵珛ㄛ苤觼麵眕鼠煦砅汔撰綻瞳ㄛ植奧趙ASA孺湮URIG腔虴茼ㄗH2bㄘ﹝婓笢賡覃誹源醱ㄛATFP岆賦凳蛌倰荌砒URIG腔壽瑩笢賡ㄛ筍杅趼趙圈呴杅趼箄僱迵袧藷熨ㄗ訧掛﹜撮夔﹜陓洘ㄘㄛ虴薹崝祔砃湮寞耀冪茠氪ㄛ苤觼掩齬喇衾杅趼綻瞳眳俋ㄛ歎硉蟈彶祔摩笢衾怢迵霜籵遠誹ㄛ嘟杅趼趙頗祅ATFP婓ASR/ASA迵URIG潔腔笢賡釬蚚ㄗH3a﹜H3bㄘ﹝旃噶埜扢隅醱啣嘐隅虴茼價袧耀倰ㄗ宒1ㄘ摯覃誹虴茼耀倰ㄗ宒5ㄘ﹜衄覃誹腔笢賡耀倰ㄗ宒6﹜宒7ㄘㄛ隴隅砱URIGㄗtheilㄘ﹜ASRㄗtlㄘ﹜ASAㄗeiㄘ﹜觼珛杅趼趙ㄗdigㄘ﹜ATFPㄗtfpㄘ摯跪諷秶曹講﹝旃噶埜隅砱賤庋曹講ASR蚚莉堤迵憩珛賦凳饜僅ㄗtlㄛ埣諉輪0埣磁燴ㄛ埻恅釬毀砃蛌遙眕悵痐賤庋珨祡俶ㄘㄛASA蚚觼輿鐘趷督昢珛崝樓硉梩掀ㄗeiㄘ摯樓葩磁硌杅ㄗeiㄛ換苀笱眵珛笭1﹜輿鐘趷笭2﹜督昢珛笭3ㄘ˙掩賤庋曹講URIG蚚怍嫌硌杅ㄗtheilㄛ宒4ㄘ˙笢賡曹講ATFP蚚準噤砃準絳砃閉虴薹SBM耀倰聆呾ㄛ芘漪觼珛植珛埜﹜釬昜畦笱醱儅﹜觼儂軞雄薯﹜趙滔﹜觼狻﹜觼臚﹜衄虴嫩裙醱儅ㄛ咡莉堤峈觼珛軞莉硉ㄛ準咡莉堤峈觼珛抯齬溫ㄗ價衾趙滔﹜觼狻﹜觼臚﹜莘蚐﹜嫩裙﹜較釬鞠埭嘛呾ㄘ˙覃誹曹講觼珛杅趼趙ㄗdigㄘ植杅趼價插扢囥ㄗ觼逛遵湍﹜誑薊厙摯薹﹜秷夔忒儂﹜衄盄萇弝﹜砓桴﹜饜冞繚盄躇僅ㄘ﹜觼珛杅趼茼蚚ㄗ觼莉厙釐錨忮塗﹜觼珛嘐隅訧莉芘訧﹜蚘淉萇陓珛昢軞講ㄘ﹜觼珛杅趼莉珛趙ㄗ杅趼需踢硌杅﹜蚘淉厙萸督昢諳峈蛹硌梓﹜杬惘逛杅講ㄘ峎僅蚕寱硉楊聆呾˙諷秶曹講漪莉珛賦凳ㄗinstrㄘ﹜羲溫阨ㄗopenㄘ﹜褪撮芘僅ㄗtechㄘ﹜襄妘籀眢甡湔僅ㄗfoodㄘ﹜淉葬盓觼ㄗgovㄘ﹜釬昜婐漲僅ㄗdisasterㄘ﹝旃噶埜杅擂葡裔2011每2023爛笢弊30跺吽爺ㄛ埭赻笢弊苀數爛牖﹜笢弊觼逛苀數爛牖﹜控儔湮悝杅趼需踢硌杅﹜笢弊櫛雄苀數爛牖﹜陝爵旃噶埏杬惘逛惆豢ㄛ囮硉盄俶脣硉ㄛ歎跡曹講眕2011爛峈價熬﹝旃噶埜價袧隙寥珆尨ㄛtl炵杅婓1%阨奻珆翍峈淏ㄗ冪毀砃蛌遙綴桶隴ASR埣詢撈tl埣諉輪0寀URIG埣苤ㄘㄛei炵杅婓1%阨奻珆翍峈淏ㄛ桶隴ASA珆翍孺湮URIG˙諷秶曹講笢莉珛賦凳ㄗinstrㄘ淏砃珆翍ㄛ羲溫阨ㄗopenㄘ蛹砃珆翍ㄛ淉葬盓觼ㄗgovㄘ蛹砃珆翍ㄛ襄妘籀眢甡湔僅ㄗfoodㄘ淏砃珆翍ㄛ婐漲僅ㄗdisasterㄘ淏砃珆翍﹝旃噶埜粒蚚Bartik馱撿曹講ㄗ眕2011爛跪吽ASR﹜ASA峈價爺塗ㄛ弊爛僅岊峈喳僻凳婖tl_IV﹜ei_IVㄘ輛俴2SLS嘛數ㄛ菴珨論僇馱撿曹講炵杅珆翍ㄛ菴媼論僇tl﹜ei炵杅源砃迵珆翍俶祥曹ㄛCragg每Donald Wald F苀數講閉徹Stock每Yogo 10%還賜硉ㄛ拸馱撿曹講恀枙ㄛ囀汜俶揭燴綴賦蹦珨祡﹝旃噶埜偌陲﹜笢﹜昹窒赫煦欴掛ㄛtl炵杅婓郖歙淏筍祥珆翍˙ei炵杅婓陲﹜笢窒峈淏祥珆翍ㄛ昹窒婓1%阨珆翍峈淏盟僅載湮ㄛ桶隴ASA孺湮URIG虴茼婓昹窒載芼堤ㄛ寥秪衾昹窒準觼莉珛﹜櫛雄薯霜雄忳癹迵薯訧掛渣饜﹝4。2。4。2 Heterogeneity analysis by agricultural digitalization level旃噶埜偌觼珛杅趼趙阨詢﹜笢﹜腴煦郪ㄛtl婓腴杅趼趙郪祥珆翍ㄛ笢脹郪5%珆翍淏砃ㄗ坫苤虴茼郔ㄘㄛ詢郪10%珆翍筍盟僅狟蔥˙ei婓郪歙珆翍淏砃ㄛ腴郪誕ㄛ笢郪郔珆翍ㄛ詢郪盟僅狟蔥ㄛ桶隴詢阨杅趼趙褫窒煦遣賤ASA腔孺湮虴茼﹝旃噶埜竘dig迵tl﹜ei腔蝠誑砐ㄗ歙笢陑趙ㄘㄛc_dig℅c_tl炵杅婓1%阨珆翍峈蛹ㄛ桶隴杅趼趙祅ASR坫苤URIG腔虴茼˙c_dig℅c_ei炵杅婓10%阨珆翍峈淏ㄛ桶隴杅趼趙趙ASA孺湮URIG腔虴茼﹝旃噶埜眕ATFP峈笢賡﹜dig峈覃誹凳膘衄覃誹腔笢賡耀倰ㄛASR迵ASA歙珆翍枑汔ATFPㄗtl炵杅-0。029*ㄘㄛASR耀倰笢祥珆翍ㄗ-0。005ㄘ˙ATFP迵dig腔蝠誑砐ㄗc_tfp℅c_digㄘ婓謗耀倰歙1%珆翍峈淏ㄛ桶隴杅趼趙蛹砃覃誹※ASR/ASA ↙ ATFP ↙ URIG§綴圉僇繚噤ㄛ撈杅趼趙祅ATFP坫苤URIG腔笢賡釬蚚﹝枒蹦窒煦軞賦ㄩ旃噶埜婓枒蹦笢硌堤ㄛ芩華笥燴迵觼華莉岆賦凳蛌倰摯儂秶楷閨腔價插秶僅埮旰ㄛ呯趙莉迵祥俇囡霜蛌樓曄ASA眈壽腔猁匼渣饜迵彶囮算ㄛ杅趼趙奾麵俇親督芩華秶僅迵傑盺媼啋賦凳邧笭埮旰ㄛ植奧峈杅趼趙祑窐覃誹迵笢賡繚噤迉熬枑鼎秶僅賤庋﹝燴蹦奻ASR婓恛隅觼珛汜莉價插迵枑詢觼鏍彶腔肮奀褫崝苤觼汜數俶ㄛ奧ASA論僇俶孺湮船擒褫夔勤苤觼楷桯迵襄妘假莉汜婓祥瞳荌砒﹝眈誕暫衄旃噶ㄛ掛恅馨侐曹講苀珨衄覃誹腔笢賡遺殤ㄛ煦※賦凳↙虴薹↙煦饜§繚噤甜硌堤杅趼趙勤ATFP祫URIG繚噤腔蛹砃覃誹ㄛ毀茬杅趼綻瞳煦饜祥歙褫夔祅汜莉薹崝祔腔婦俶﹝旃噶埜砫硌堤擁癹ㄩASA聆僅誕晜﹜粽夤杅擂癹秶峚夤儂秶妎梗﹜帤馨諾潔祛堤﹜賦蹦勤笢弊眕俋楷桯笢弊模巠蚚俶渾桄ㄛ帤懂褫植嗣峎ASA硌梓﹜峚夤覃脤ㄗCFPS﹜CRHPSㄘ賦磁﹜諾潔數講ㄗSpatial Durbin Model﹜Spatial Error Modelㄘ﹜輻弊掀誕脹源砃阹桯﹝旃噶賦蹦窒煦楹祒ㄩ掛旃噶翋猁蕉舷賸觼珛杅趼趙掖劓狟觼珛賦凳蛌倰勤URIG腔荌砒ㄛ甜蔚芩華笥燴﹜襄妘假迵汜數俶妎梗峈涴珨徹最腔壽瑩壽薊秪匼﹝賦彆桶隴ㄛASR珆翍熬苤URIGㄛ奧珋論僇ASA砃衾孺湮URIG﹝婓覃誹虴茼耀倰笢ㄛ觼珛杅趼趙祅賸ASR腔坫船虴茼ㄛ甜趙賸ASA腔孺船虴茼﹝衄覃誹腔笢賡煦昴輛珨祭珆尨ㄛASR迵ASA歙籵徹枑汔ATFP懂熬苤URIGㄛ奧觼珛杅趼趙勤蜆笢賡繚噤腔菴媼論僇ㄗATFP ↙ URIGㄘ撿衄珆翍腔蛹砃覃誹釬蚚﹝芩華笥燴迵觼華莉凳傖呿婖觼珛賦凳蛌倰衄虴俶摯眈壽儂秶腔價插秶僅埮旰﹝絞莉呯趙迵芩華霜蛌儂秶祥俇囡褫夔樓曄ASA眈壽腔猁匼渣饜迵彶囮算﹝鴃奪觼珛杅趼趙褫窒煦遣賤涴虳恀枙ㄛ筍親督芩華秶僅迵傑盺媼啋賦凳邧笭埮旰腔夔薯衄癹ㄛ涴峈觼珛杅趼趙祑窐覃誹虴茼迵笢賡繚噤迉熬枑鼎賸秶僅賤庋﹝植燴蹦奻蔡ㄛASR褫婓恛隅觼珛汜莉價插迵崝樓觼鏍彶腔肮奀蚥趙彶煦饜ㄛ植奧崝苤觼汜數俶˙眈掀眳狟ㄛASA圈呴腔論僇俶彶船擒孺湮褫夔勤苤觼楷桯迵襄妘假莉汜婓祥瞳荌砒﹝。