{"id":"https://openalex.org/W7224430365","doi":"https://doi.org/10.5281/zenodo.23749812","title":"One Ratio, Three Regimes: How Faster Adjustment Turns Damping Links into Amplifying Ones","display_name":"One Ratio, Three Regimes: How Faster Adjustment Turns Damping Links into Amplifying Ones","publication_year":2026,"publication_date":"2026-10-29","ids":{"openalex":"https://openalex.org/W7224430365","doi":"https://doi.org/10.5281/zenodo.23749812"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.23749812","doi":"https://doi.org/10.5281/zenodo.23749812","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23749812","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"volume":null,"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.23749812","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011430033","display_name":"CK Hung","orcid":"https://orcid.org/0009-0006-0156-6825","observed_orcids":["https://orcid.org/0009-0006-0156-6825"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hung, CK","raw_affiliation_strings":["Amoy Technology"],"raw_orcid":"https://orcid.org/0009-0006-0156-6825","affiliations":[{"raw_affiliation_string":"Amoy Technology","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5011430033"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.88750815,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.17710000276565552,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.17710000276565552,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.16990000009536743,"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/T11810","display_name":"Complex Systems and Decision Making","score":0.09480000287294388,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/delayed-feedback","display_name":"delayed feedback","score":0.5049999952316284},{"id":"https://openalex.org/keywords/time-delay","display_name":"time delay","score":0.30799999833106995},{"id":"https://openalex.org/keywords/transfer-function","display_name":"transfer function","score":0.5389999747276306},{"id":"https://openalex.org/keywords/stability-threshold","display_name":"stability threshold","score":0.5210000276565552},{"id":"https://openalex.org/keywords/car-following-model","display_name":"car-following model","score":0.8180000185966492},{"id":"https://openalex.org/keywords/beer-game","display_name":"Beer Game","score":0.8510000109672546},{"id":"https://openalex.org/keywords/anchoring-and-adjustment","display_name":"anchoring and adjustment","score":0.7509999871253967},{"id":"https://openalex.org/keywords/reading-delay","display_name":"reading delay","score":0.7120000123977661},{"id":"https://openalex.org/keywords/supply-chain-dynamics","display_name":"supply chain dynamics","score":0.48500001430511475}],"concepts":[{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5436000227928162},{"id":"https://openalex.org/C122637931","wikidata":"https://www.wikidata.org/wiki/Q118084","display_name":"Unit (ring theory)","level":2,"score":0.5080000162124634},{"id":"https://openalex.org/C126875415","wikidata":"https://www.wikidata.org/wiki/Q203425","display_name":"Unit circle","level":2,"score":0.4927000105381012},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4851999878883362},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.47540000081062317},{"id":"https://openalex.org/C199185054","wikidata":"https://www.wikidata.org/wiki/Q552299","display_name":"Chain (unit)","level":2,"score":0.47119998931884766},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.38029998540878296},{"id":"https://openalex.org/C2909318450","wikidata":"https://www.wikidata.org/wiki/Q15222032","display_name":"Unbiased Estimation","level":3,"score":0.3785000145435333},{"id":"https://openalex.org/C62884695","wikidata":"https://www.wikidata.org/wiki/Q184871","display_name":"Euler's formula","level":2,"score":0.3659000098705292},{"id":"https://openalex.org/C8171440","wikidata":"https://www.wikidata.org/wiki/Q903414","display_name":"Steady state (chemistry)","level":2,"score":0.35989999771118164},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.3499000072479248},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.3425999879837036},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.33869999647140503},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.32600000500679016},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.3140000104904175},{"id":"https://openalex.org/C81299745","wikidata":"https://www.wikidata.org/wiki/Q334269","display_name":"Transfer function","level":2,"score":0.3043000102043152},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.3005000054836273},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2955000102519989},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.27959999442100525},{"id":"https://openalex.org/C47177299","wikidata":"https://www.wikidata.org/wiki/Q2390323","display_name":"Unit disk","level":2,"score":0.2757999897003174},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.2721000015735626},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.2639000117778778},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.259799987077713},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.2583000063896179},{"id":"https://openalex.org/C55689738","wikidata":"https://www.wikidata.org/wiki/Q15963867","display_name":"Discrete time and continuous time","level":2,"score":0.2556000053882599},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.25270000100135803}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.23749812","doi":"https://doi.org/10.5281/zenodo.23749812","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23749812","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.5281/zenodo.23749813","doi":"https://doi.org/10.5281/zenodo.23749813","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23749813","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.5281/zenodo.23749812","doi":"https://doi.org/10.5281/zenodo.23749812","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23749812","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2148413491","https://openalex.org/W1494572904","https://openalex.org/W7098862402","https://openalex.org/W2591937049","https://openalex.org/W2139329136","https://openalex.org/W2505178738","https://openalex.org/W3151332527","https://openalex.org/W7163287835","https://openalex.org/W2298960033","https://openalex.org/W3144438955"],"abstract_inverted_index":{"Many":[0],"systems":[1],"pass":[2],"work,":[3],"goods":[4],"or":[5],"information":[6],"along":[7,36],"a":[8,19,25,34,48,126,178,241,273,300,309],"chain":[9,38,242],"of":[10,69,115,138,237,243,248,250,313],"units.":[11],"Each":[12],"unit":[13,49,88,104,127,176],"sees":[14],"its":[15,57,132,296],"own":[16,58,133],"state":[17],"with":[18,24,142,202,246,303,329],"delay":[20,174],"T":[21,43],"and":[22,183,212,280,294,299,308,326,340],"adjusts":[23],"time":[26,144,220],"scale":[27],"q.":[28],"We":[29],"ask":[30],"what":[31],"happens":[32],"to":[33,56,122,130],"disturbance":[35],"the":[37,45,61,67,87,103,112,139,175,186,190,197,203,209,216,222,226,233,238,251,254,291,330,335,338,344],"when":[39],"q":[40],"falls":[41],"while":[42],"stays":[44],"same.":[46],"For":[47,125],"that":[50,128],"passes":[51],"work":[52],"on":[53],"in":[54,225,268,322],"proportion":[55],"delayed":[59,116],"stock,":[60],"ratio":[62],"r":[63,73,84,100],"=":[64,153],"T/q":[65],"sets":[66],"regime":[68],"each":[70,97],"link:":[71],"for":[72,81,99,343],"<=":[74],"1/2":[75,82],"every":[76,169],"nonzero":[77],"frequency":[78],"is":[79,89,105,177,189,229,278],"attenuated;":[80],"<":[83,85],"pi/2":[86,102],"stable":[90],"but":[91],"low":[92],"frequencies":[93],"are":[94,111,150],"amplified":[95],"at":[96,168,208,218],"link;":[98],">=":[101],"not":[106,166,195,271,285],"asymptotically":[107],"stable.":[108],"These":[109],"thresholds":[110],"classical":[113],"ones":[114],"car-following":[117],"models;":[118],"we":[119,262],"apply":[120],"them":[121],"flow":[123],"chains.":[124],"reorders":[129],"restore":[131],"stock":[134],"(the":[135],"anchoring-and-adjustment":[136],"rule":[137],"beer":[140],"game)":[141],"lead":[143],"L":[145,157],">":[146],"0,":[147],"slow":[148],"fluctuations":[149],"amplified:":[151],"|G|^2":[152],"1":[154],"+":[155,159,162],"w^2":[156],"(2q":[158],"beta":[160],"L)":[161],"O(w^4);":[163],"this":[164,264],"does":[165,194],"hold":[167],"frequency.":[170],"At":[171],"zero":[172],"reading":[173,191],"known":[179],"transfer":[180],"function":[181],"(Riddalls":[182],"Bennett,":[184],"2000);":[185],"new":[187],"part":[188,321],"delay,":[192],"which":[193],"enter":[196],"leading":[198],"coefficient.":[199],"Simulations":[200],"agree":[201],"gain":[204],"formulas":[205],"within":[206,213],"0.2%":[207],"main":[210],"settings,":[211],"2%":[214],"across":[215],"regimes":[217],"small":[219],"steps;":[221],"Euler":[223],"bias":[224],"noise":[227,247],"runs":[228],"largely":[230],"explained":[231],"by":[232],"exact":[234],"discrete-time":[235],"response":[236],"scheme.":[239],"In":[240],"60":[244],"links":[245],"10%":[249],"mean":[252],"flow,":[253],"variance":[255],"stops":[256],"growing":[257],"after":[258],"about":[259],"30":[260],"links;":[261],"report":[263],"as":[265,272],"an":[266],"observation":[267],"one":[269],"setting,":[270],"general":[274],"bound.":[275],"The":[276,288,332],"evidence":[277],"analysis":[279],"simulation;":[281],"real":[282],"data":[283],"has":[284],"been":[286],"used.":[287],"record":[289],"contains":[290],"paper":[292],"(PDF":[293],"Markdown),":[295],"four":[297],"figures,":[298],"code":[301],"package":[302],"all":[304],"scripts,":[305],"their":[306],"outputs":[307],"reproduction":[310],"check.":[311],"Use":[312],"AI:":[314],"AI":[315],"agents":[316],"(large":[317],"language":[318],"models)":[319],"took":[320],"drafting,":[323],"coding,":[324],"translation":[325],"review,":[327],"together":[328],"author.":[331],"author":[333],"set":[334],"questions,":[336],"reviewed":[337],"results,":[339],"takes":[341],"responsibility":[342],"paper.":[345]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-10-30T00:00:00"}
