{"id":"https://openalex.org/W7204258813","doi":"https://doi.org/10.36871/ek.up.p.r.2026.02.14.007","title":"METHODOLOGICAL FRAMEWORK FOR ANALYZING THE PROSPECTS OF ECOSYSTEM MODELS IN THE RUSSIAN AGRO-INDUSTRIAL COMPLEX","display_name":"METHODOLOGICAL FRAMEWORK FOR ANALYZING THE PROSPECTS OF ECOSYSTEM MODELS IN THE RUSSIAN AGRO-INDUSTRIAL COMPLEX","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7204258813","doi":"https://doi.org/10.36871/ek.up.p.r.2026.02.14.007"},"language":"en","primary_location":{"id":"doi:10.36871/ek.up.p.r.2026.02.14.007","doi":"https://doi.org/10.36871/ek.up.p.r.2026.02.14.007","is_oa":false,"landing_page_url":"https://doi.org/10.36871/ek.up.p.r.2026.02.14.007","pdf_url":null,"source":{"id":"https://openalex.org/S4210197898","display_name":"EKONOMIKA I UPRAVLENIE PROBLEMY RESHENIYA","issn_l":"2227-3891","issn":["2227-3891","2308-927X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4366370212","host_organization_name":"Publishing House Scientific Library","host_organization_lineage":["https://openalex.org/P4366370212"],"host_organization_lineage_names":["Publishing House Scientific Library"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EKONOMIKA I UPRAVLENIE: PROBLEMY, RESHENIYA","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040046419","display_name":"Maksim I. Maksimov","orcid":"https://orcid.org/0000-0001-9247-1819","observed_orcids":["https://orcid.org/0000-0001-9247-1819"]},"institutions":[{"id":"https://openalex.org/I103031861","display_name":"Plekhanov Russian University of Economics","ror":"https://ror.org/04pbtsc74","country_code":"RU","type":"education","lineage":["https://openalex.org/I103031861"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Maksim I. Maksimov","raw_affiliation_strings":["Plekhanov Russian University of Economics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Plekhanov Russian University of Economics","institution_ids":["https://openalex.org/I103031861"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000036203","display_name":"\u0424\u0435\u0434\u043e\u0440 \u0412\u043b\u0430\u0434\u0438\u043c\u0438\u0440\u043e\u0432\u0438\u0447 \u0410\u043a\u0443\u043b\u0438\u043d\u0438\u043d","orcid":"https://orcid.org/0000-0001-5486-9949","observed_orcids":["https://orcid.org/0000-0001-5486-9949"]},"institutions":[{"id":"https://openalex.org/I103031861","display_name":"Plekhanov Russian University of Economics","ror":"https://ror.org/04pbtsc74","country_code":"RU","type":"education","lineage":["https://openalex.org/I103031861"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Fedor V. Akulinin","raw_affiliation_strings":["Plekhanov Russian University of Economics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Plekhanov Russian University of Economics","institution_ids":["https://openalex.org/I103031861"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I103031861"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.56968587,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2/14","issue":"167","first_page":"78","last_page":"92"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13378","display_name":"Agricultural Development and Policies","score":0.5547000169754028,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13378","display_name":"Agricultural Development and Policies","score":0.5547000169754028,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12662","display_name":"Digitalization and Economic Development in Agriculture","score":0.2883000075817108,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13630","display_name":"Agriculture Market Analysis Ukraine","score":0.052299998700618744,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/agro-industrial-complex","display_name":"agro-industrial complex","score":0.7910000085830688},{"id":"https://openalex.org/keywords/ecosystem-models","display_name":"ecosystem models","score":0.7269999980926514},{"id":"https://openalex.org/keywords/digital-ecosystems","display_name":"digital ecosystems","score":0.4950000047683716},{"id":"https://openalex.org/keywords/digital-transformation-of-agriculture","display_name":"digital transformation of agriculture","score":0.7789999842643738},{"id":"https://openalex.org/keywords/foresight-methods","display_name":"foresight methods","score":0.8309999704360962},{"id":"https://openalex.org/keywords/scenario-modeling","display_name":"scenario modeling","score":0.9380000233650208},{"id":"https://openalex.org/keywords/cognitive-modeling","display_name":"cognitive modeling","score":0.6420000195503235},{"id":"https://openalex.org/keywords/network-effects","display_name":"network effects","score":0.9629999995231628},{"id":"https://openalex.org/keywords/transaction-costs","display_name":"transaction costs","score":0.996999979019165},{"id":"https://openalex.org/keywords/online-platforms","display_name":"digital platforms","score":0.8169999718666077}],"concepts":[{"id":"https://openalex.org/C64848388","wikidata":"https://www.wikidata.org/wiki/Q188867","display_name":"Futures studies","level":2,"score":0.7741000056266785},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5292999744415283},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5180000066757202},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5005999803543091},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4749000072479248},{"id":"https://openalex.org/C18785705","wikidata":"https://www.wikidata.org/wiki/Q1931373","display_name":"Scenario analysis","level":2,"score":0.45080000162124634},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4318000078201294},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.42500001192092896},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.3919000029563904},{"id":"https://openalex.org/C2777607150","wikidata":"https://www.wikidata.org/wiki/Q4839584","display_name":"Backcasting","level":3,"score":0.37470000982284546},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.36230000853538513},{"id":"https://openalex.org/C98965940","wikidata":"https://www.wikidata.org/wiki/Q877496","display_name":"Transaction cost","level":2,"score":0.3513999879360199},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.350600004196167},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.33640000224113464},{"id":"https://openalex.org/C155911762","wikidata":"https://www.wikidata.org/wiki/Q422321","display_name":"Blueprint","level":2,"score":0.32339999079704285},{"id":"https://openalex.org/C119059837","wikidata":"https://www.wikidata.org/wiki/Q175096","display_name":"SWOT analysis","level":2,"score":0.31610000133514404},{"id":"https://openalex.org/C202033279","wikidata":"https://www.wikidata.org/wiki/Q1931373","display_name":"Scenario planning","level":2,"score":0.31189998984336853},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.30059999227523804},{"id":"https://openalex.org/C58941895","wikidata":"https://www.wikidata.org/wiki/Q295865","display_name":"Ecosystem services","level":3,"score":0.3005000054836273},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.28600001335144043},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.2840000092983246},{"id":"https://openalex.org/C161657586","wikidata":"https://www.wikidata.org/wiki/Q1203326","display_name":"Technology forecasting","level":2,"score":0.2818000018596649},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.2750999927520752},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.27140000462532043},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.26919999718666077},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.2630999982357025},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2605000138282776},{"id":"https://openalex.org/C106306483","wikidata":"https://www.wikidata.org/wiki/Q183984","display_name":"Futures contract","level":2,"score":0.25929999351501465},{"id":"https://openalex.org/C104122410","wikidata":"https://www.wikidata.org/wiki/Q1416406","display_name":"Network model","level":2,"score":0.2578999996185303},{"id":"https://openalex.org/C119693030","wikidata":"https://www.wikidata.org/wiki/Q2180497","display_name":"Economic model","level":2,"score":0.25769999623298645},{"id":"https://openalex.org/C144400606","wikidata":"https://www.wikidata.org/wiki/Q2412982","display_name":"Causal loop diagram","level":3,"score":0.25099998712539673}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.36871/ek.up.p.r.2026.02.14.007","doi":"https://doi.org/10.36871/ek.up.p.r.2026.02.14.007","is_oa":false,"landing_page_url":"https://doi.org/10.36871/ek.up.p.r.2026.02.14.007","pdf_url":null,"source":{"id":"https://openalex.org/S4210197898","display_name":"EKONOMIKA I UPRAVLENIE PROBLEMY RESHENIYA","issn_l":"2227-3891","issn":["2227-3891","2308-927X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4366370212","host_organization_name":"Publishing House Scientific Library","host_organization_lineage":["https://openalex.org/P4366370212"],"host_organization_lineage_names":["Publishing House Scientific Library"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EKONOMIKA I UPRAVLENIE: PROBLEMY, RESHENIYA","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.7207000255584717},{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.5666999816894531}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4407137415","https://openalex.org/W4323430090","https://openalex.org/W7210281229","https://openalex.org/W7165197099","https://openalex.org/W4396774127","https://openalex.org/W4394583967","https://openalex.org/W7152464456","https://openalex.org/W4415762165","https://openalex.org/W7204528854","https://openalex.org/W3159887713"],"abstract_inverted_index":{"The":[0,24,100,136,271,332],"purpose":[1],"of":[2,17,26,71,98,111,124,130,147,157,171,194,212,226,231,253,267,274,282,297,323,341,344],"this":[3,27],"article":[4,101],"is":[5,79,199,247,256,278,330],"to":[6,12,82,108,201,205,220,353],"systematize":[7],"a":[8,80,106,109,162,206,279],"methodological":[9,276],"toolkit":[10,277],"applicable":[11],"analyzing":[13],"the":[14,31,52,68,95,103,122,128,145,154,166,192,223,250,263,275,311,321,327,342],"development":[15,351],"prospects":[16,343],"ecosystem":[18,254,283,345],"models":[19],"in":[20,51,165,182,326],"Russia\u2019s":[21],"agro-industrial":[22,53,328,360],"complex.":[23],"relevance":[25],"research":[28],"stems":[29],"from":[30,310],"fact":[32],"that":[33,91,188,249],"traditional":[34,210],"strategic":[35],"analysis":[36,129,204,296,340],"methods":[37,236],"developed":[38],"for":[39,105,178,222,237,319,338,349,359],"industry-specific":[40],"or":[41],"corporate":[42],"structures":[43],"prove":[44],"insufficient":[45],"when":[46],"studying":[47,179],"network":[48,96,239],"structures.":[49],"Ecosystems":[50],"complex":[54,329],"are":[55,218,244],"characterized":[56],"by":[57],"multifaceted":[58],"interactions,":[59],"high":[60],"dependence":[61],"on":[62,294],"scale":[63],"and":[64,67,74,87,133,173,185,216,228,241,265,290,307,355],"connectivity":[65],"effects,":[66],"strong":[69],"influence":[70],"natural,":[72],"climatic,":[73],"institutional":[75],"factors.":[76],"Therefore,":[77],"there":[78],"need":[81,104],"adapt":[83],"existing":[84],"analytical":[85],"tools":[86,334],"develop":[88],"new":[89],"approaches":[90,115],"take":[92,189],"into":[93,190],"account":[94,191,221],"nature":[97,225],"agro-ecosystems.":[99],"demonstrates":[102],"transition":[107],"set":[110],"complementary":[112],"approaches.":[113],"These":[114],"include":[116],"foresight":[117,137],"methodology,":[118],"which":[119,143],"helps":[120],"overcome":[121],"limitations":[123],"short-term":[125],"forecasting":[126,170],"through":[127],"trends,":[131],"wildcards,":[132],"underlying":[134,148,151],"assumptions.":[135],"study":[138],"emphasizes":[139],"multilayered":[140],"causal":[141],"analysis,":[142],"enables":[144],"identification":[146],"ideological":[149],"assumptions":[150],"discussions":[152],"about":[153],"digital":[155,195,324],"transformation":[156],"agriculture.":[158],"Scenario":[159],"modeling":[160,177],"plays":[161],"key":[163,251],"role":[164],"study,":[167],"including":[168,301],"variance":[169],"production":[172],"economic":[174],"parameters,":[175],"cognitive":[176],"cause-and-effect":[180],"relationships":[181],"rural":[183],"areas,":[184],"scenario":[186],"forecasts":[187],"creation":[193],"ecosystems.":[196],"Particular":[197],"attention":[198],"paid":[200],"adapting":[202],"SWOT":[203],"multi-stakeholder":[207],"context,":[208],"where":[209],"categories":[211],"strengths,":[213],"weaknesses,":[214],"opportunities,":[215],"threats":[217],"redefined":[219],"collective":[224],"ecosystems":[227],"potential":[229],"conflicts":[230],"interest":[232],"among":[233],"participants.":[234,270],"Additionally,":[235],"assessing":[238,320],"effects":[240],"transaction":[242],"costs":[243],"considered.":[245],"It":[246],"shown":[248],"indicator":[252],"effectiveness":[255,322],"not":[257],"so":[258],"much":[259],"platform":[260],"profit":[261],"as":[262],"volume":[264],"quality":[266],"interactions":[268],"between":[269],"final":[272],"element":[273],"multi-level":[280],"system":[281,318],"maturity":[284],"indicators,":[285],"encompassing":[286],"technological,":[287],"economic,":[288],"social,":[289],"territorial":[291],"dimensions.":[292],"Based":[293],"an":[295,316],"modern":[298],"domestic":[299],"research,":[300],"developments":[302],"at":[303],"Novgorod":[304],"State":[305],"University":[306],"industry":[308],"reports":[309],"consulting":[312],"firm":[313],"Strategy":[314],"Partners,":[315],"integrated":[317],"platforms":[325],"proposed.":[331],"presented":[333],"can":[335],"be":[336],"used":[337],"empirical":[339],"models,":[346],"constructing":[347],"scenarios":[348],"their":[350],"up":[352],"2030,":[354],"developing":[356],"practical":[357],"recommendations":[358],"authorities.":[361]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-08-27T00:00:00"}
