OverviewThe Linkage Projects scheme supports projects which initiate or develop long term strategic research alliances to apply advanced knowledge to problems, acquire new knowledge and as a basis for securing commercial and other benefits of research.The objectives of the Linkage Projects scheme are to:support the development of long-term strategic research alliances between higher education organisations and industry and other research end-users, in order to apply advanced knowledge to problems;provide opportunities for internationally competitive research projects to be conducted in collaboration with organisations outside the higher education sector; andenhance the scale and focus of research in Australian Government priority areas, particularly the National Manufacturing Priorities. Selection ProcessApplications for Linkage Projects 2022 Assessment Round 2 opened on 2 August 2022 and closed on 13 December 2022. Applications were submitted using a continuous application process; this is the second of the two assessment rounds for this scheme. Applications were submitted through the Australian Research Council (ARC) Research Management System (RMS). This report outlines outcomes from the selection process for that round.These recommendations are based on advice from the ARC Selection Advisory Committee (SAC) which:assigned independent assessors to review the applicationsassessed applications and reviewed assessments made by independent assessorsreviewed applicants’ comments on assessors’ reportsranked each application relative to the others on the basis of the application, the assessors’ reports and applicants’ responses to those assessmentsassessed and recommended budgets;and, advice from the ARC’s National Competitive Grants Program (NCGP) Eligibility Committee which:considered eligibility issues identified by ARC staff, the members of the ARC College of Experts or independent assessorswhere required, sought advice from the ARC’s Medical Research Advisory Groupmade recommendations to the Acting CEO in respect of ineligible applications.This report reflects the outcomes approved by the Minister. Unless otherwise specified, data presented in this report exclude withdrawn applications. Assessment CriteriaAll applications that meet the eligibility criteria for Linkage Projects 2022 (Round 2) were assessed and merit ranked using the following assessment criteria:Investigator(s)/Capability (20%)Describe the quality of the named participants’ Research Opportunity and Performance Evidence (ROPE) including evidence of:potential to engage in collaborative research with end-users;experience in research training, mentoring and supervision; andtime and capacity to undertake and manage the proposed research in collaboration with the Partner Organisation(s).Project quality and innovation (25%)Describe the extent to which the project is significant and innovative including:any new methods or technologies to be developed that address a specific market opportunity;how the anticipated outcomes will advance the knowledge base to address an important problem and/or provide an end-user and/or industry advantage;how the project’s aims and concepts are novel and innovative; andhow the project will significantly enhance links with industry and/or other organisations outside the Australian publicly-funded research and higher education sectors.Describe the research approach and training including:the conceptual framework, design, methods and analyses, demonstrating these are adequately developed, well integrated and appropriate to the aims of the project; andthe intellectual content and scale of the work proposed is appropriate to a higher degree by research student where relevant.Feasibility and commitment (20%)Describe:the extent to which the project represents value for money;the supportive and high-quality environment for this research in the Administering Organisation and the Partner Organisation(s);the availability of the necessary facilities to conduct the research;the commitment of each Partner Organisation to collaboration in the research project and capacity to implement the outcomes of the research; andthe adequacy of the budget, including cash and in-kind contributions pledged by the participating organisations.If the project involves research pertaining to Aboriginal and/or Torres Strait Islander research communities describe:the strategies for enabling collaboration with Australian Aboriginal and/or Torres Strait Islander communities where appropriate (for example, dialogue/collaboration with an Indigenous cultural mentor); andany existing or developing, supportive and high quality research communities ; andany personal affiliations with local Aboriginal and/or Torres Strait Islander communities that can facilitate the proposed research.Benefit (35%)Describe:the new or advanced knowledge resulting from outcomes of the research;the economic, commercial, environmental, social and/or cultural benefits for relevant Australian research end-users (including relevant industry sectors);the potential contribution to Australian Government priority areas such as the National Manufacturing Priorities, the National Science and Research Priorities, the Low Emissions Technology Statement, the National Agricultural Innovation Priorities, and the Defence Science and Technology Strategy 2030;benefits of the research for Partner Organisation(s) and other relevant end-users;the contribution of the research to developing strategic research alliances between the higher education organisation(s) and industry and/or other organisation(s);strategies to encourage dissemination, commercialisation, and if appropriate, the promotion of research outcomes; andwhere relevant, the extent to which the applicants have identified the freedom to operate in the Intellectual Property and patent landscape to enable future benefits to industry and/or end-users. Assessment processThe ARC assessment process for Linkage Projects 2022 (Round 2) involved 16 SAC members as part of one multidisciplinary panel and was managed in RMS. A total of 683 independent assessors’ reports were submitted to the ARC. Funding levels and durationFunding of between $50,000 and $300,000 per annum for up to five years may be awarded for each Linkage Projects application. Summary of outcomesThe ARC received a total of 209 applications for Linkage Projects 2022 (Round 2), one of which was withdrawn.The overall success rate for Linkage Projects for funding applied for in 2022 (Round 2) is 27.4 per cent.Of the unsuccessful applications, 3 were found to not meet eligibility requirements.A comparison of success rates and funding amounts is shown in Table 1.Table 1. Comparison of application numbers, success rates, requested and allocated funds for approved Linkage Projects applications from 2021 (Rounds 1, 2 and 3) and 2022 (Rounds 1 and 2)Scheme RoundApplications consideredApplications approvedSuccess rate (%)Requested funds over project life for all applications considered ($)Requested funds over project life for approved applications ($)Funds allocated over project life for approved applications* ($)Return rate for approved applications (%)2021 (Round 1)1565233.3$79,107,431$27,924,670$24,453,51287.62021 (Round 2)2066833.0$104,442,886$36,666,155$31,795,81386.72021 (Round 3)2076129.5$114,276,759$36,477,703$29,657,24381.32022 (Round 1)1938142.0$100,220,423$43,807,006$40,083,56591.52022 (Round 2)2085727.4$109,986,809$30,981,425$28,045,51890.5*May include indicative funds Outcomes by disciplineA summary of outcome by discipline is shown in Table 2.Table 2. Application numbers, success rates and requested and allocated funds for approved Linkage Projects 2022 (Round 2) applications by disciplineDiscipline*Applications consideredApplications approvedSuccess rate (%)Requested funds over project life for all applications considered ($)Requested funds over project life for approved applications ($)Funds over project life for approved applications ($)ReturnRate for approved applications (%)BSB571119.3$36,053,304$7,456,191$6,559,48388.0%EIC802733.8$42,103,170$13,630,937$12,349,50390.6%HSE551425.5$23,077,355$6,822,099$6,231,39091.3%MPCE16531.3$8,752,980$3,072,198$2,905,14294.6%Total2085727.4$109,986,809$30,981,425$28,045,51890.5%* BSB – Biological Sciences and Biotechnology; EIC – Engineering, Information and Computing Sciences; HSE – Humanities and Creative Arts, Social, Behavioural and Economic Sciences; MPCE – Mathematics, Physics, Chemistry and Earth Sciences Outcomes by Science and Research PrioritiesA summary of outcomes by Science and Research Priorities is shown in Table 3.Table 3. Approved funding and success rate for Linkage Projects 2022 (Round 2) applications by Science and Research PrioritiesScience and Research PrioritiesApplications consideredApplications approvedSuccess rate (%)Approved funds over project life ($)Advanced Manufacturing421331.0%$6,143,424Cybersecurity10550.0%$2,184,921Energy13646.2%$2,857,404Environmental Change491020.4%$5,600,683Food9111.1%$839,271Health24729.2%$3,843,564Resources11545.5%$3,415,899Soil and Water7342.9%$1,226,384Transport7114.3%$406,838None selected36616.7%$1,527,130Total Applications2085727.4%$28,045,518Total Applications within Science and Research Priorities1725129.7%$26,518,388Percentage within Science and Research Priorities (%)82.7%89.5% 94.6%Leverage of ARC FundingOf the 208 applications considered, 57 were approved with a total approved funding of $28 million over the life of these projects. There are 125 unique Partner Organisations involved with these projects, and they have pledged a total (cash and in-kind) of $43.6 million. This represents $1.56 from Partner Organisations for every dollar funded by the ARC. Outcomes by Administering OrganisationA summary of outcomes by Administering Organisation is shown in Table 4.Table 4. Numbers of applications, success rates, ARC approved funding and Partner Organisation contributions for approved Linkage Projects 2022 (Round 2) applications by Administering OrganisationAdministering OrganisationApplications consideredApplicationsapprovedSuccess rate (%)ARC approved funding over project life (approved applications)Partner Organisation contributions (cash & in-kind) over project life (approved applications)Australian Capital Territory400--The Australian National University300--University of Canberra100--New South Wales702738.6$12,247,710$17,376,486Macquarie University9333.3$1,602,326$1,777,413Southern Cross University11100.0$303,617*The University of New South Wales20945.0$3,287,176$5,781,232The University of Newcastle3266.7$656,005$827,571The University of Sydney16743.8$3,921,313$5,513,548University of Technology Sydney6350.0$1,269,864$1,399,032University of Wollongong6116.7$502,439*Western Sydney University9111.1$704,970*Northern Territory2150.0$741,172*Charles Darwin University2150.0$741,172*Queensland42819.0$3,563,914$5,937,150Griffith University7228.6$937,462$1,755,900Queensland University of Technology1100--The University of Queensland19631.6$2,626,452$4,181,250The University of Southern Queensland300--University of the Sunshine Coast200--South Australia15320.0$1,429,090$1,697,003Flinders University600--The University of Adelaide5240.0$1,048,257$1,232,408Torrens University Australia200--University of South Australia2150.0$380,833*Tasmania400--University of Tasmania400--Victoria521528.8$8,213,566$14,235,326Deakin University5120.0$475,770*La Trobe University300--Monash University12541.7$2,950,996$5,721,442RMIT University7228.6$690,014$753,593Swinburne University of Technology5120.0$562,823*The University of Melbourne18527.8$3,180,995$6,044,711Victoria University2150.0$352,968*Western Australia19315.8$1,850,066$2,584,651Curtin University6116.7$476,992*Edith Cowan University100--Murdoch University200--The University of Western Australia10220.0$1,373,074$2,089,651Total2085727.4$28,045,518$43,613,516* For confidentiality reasons, total contributions by Partner Organisations are not shown in instances in which Administering Organisations are associated with one approved application only. The Table 4 total does, however, include the total contributions by Partner Organisations on approved Projects associated with those Administering Organisations.Partner Organisations were identified as Australian, international, government, non-profit, industry or overseas higher education organisations. The Partner Organisation contributions in these categories for Linkage Projects 2022 (Round 2) applications approved for funding are shown below in Table 5.Table 5. Partner Organisation contributions by sector for approved Linkage Projects 2022 (Round 2) applicationsTypeCashIn-KindTotal $%$%$%GovernmentAustralian Federal$302,9632.2$1,484,6425.0$1,787,6054.1Australian state, territory and local$2,465,90918.1$6,338,39421.2$8,804,30320.2Sub-total$2,768,87220.3$7,823,03626.1$10,591,90824.3Industry BodyAustralian$7,924,84658.1$12,428,56941.5$20,353,41546.7International$1,645,83412.1$2,608,9308.7$4,254,7649.8Sub-total$9,570,68070.1$15,037,49950.2$24,608,17956.4Non-profitAustralian$533,8293.9$5,445,04818.2$5,978,87713.7International$99,0000.7$27,3500.1$126,3500.3Sub-total$632,8294.6$5,472,39818.3$6,105,22714.0Higher EducationInternational$00.0$18,9750.1$18,9750.0Sub-total$00.0$18,9750.1$18,9750.0OtherOther$679,0005.0$1,610,2275.4$2,289,2275.2Sub-total$679,0005.0$1,610,2275.4$2,289,2275.2Total$13,651,381100$29,962,135100$43,613,516100Note: All percentages are shown using rounded figures, and as such may not sum to 100%. PartnershipsLinkage Projects applications represent partnerships between researchers, higher education organisations and other organisations, as well as collaborations between Partner Organisations within projects. There are a total of 126 instances of collaboration with Partner Organisations (including multiple collaborations with a number of organisations) in Linkage Projects 2022 (Round 2) applications approved for funding, giving an average of 2.21 Partner Organisations involved in each application. These partnerships form congruent and/or complementary linkages in Fields of Research (FoR). A summary of the FoR categories identified by applicants of approved applications and the total Partner Organisation contributions are shown below in Table 6.Table 6. Application data by Field of Research category for Linkage Projects 2022 (Round 2)Field of Research categoryNumber of applications approved#Partner Organisation contributions (cash & in-kind) over project life (approved applications)Agricultural, Veterinary and Food Sciences1*Biological Sciences6$4,742,037Biomedical and Clinical Sciences2$1,862,002Built Environment and Design2$3,627,685Chemical Sciences2$2,150,000Creative Arts and Writing1*Earth Sciences2$1,749,001Education1*Engineering19$13,022,059Environmental Sciences3$4,927,882Health Sciences2$936,437History, Heritage and Archaeology1*Indigenous Studies1*Information and Computing Sciences6$3,350,426Language, Communication and Culture3$1,143,064Law and Legal Studies1*Physical Sciences1*Psychology3$2,138,964Total57$43,613,516# Based on the primary FoR*For confidentiality reasons, total contributions by Partner Organisations are not shown in instances in which FoR codes are associated with one approved application only. The Table 6 total does, however, include the total contributions by Partner Organisations on approved Projects associated with those FoR codes. Career age and genderOf the 786 Chief Investigators (CIs) in this round, 267 were female, 516 were male, one was indeterminate/intersex and 2 were unspecified. The success rate for female, male, indeterminate/intersex and unspecified CIs in Linkage Projects 2022 (Round 2) is 25.5%, 25.4%, 0% and 50.0% respectively.Success rates of CIs by career age and gender in Linkage Projects 2022 (Round 2) are presented in Figure 1. CIs who selected indeterminate/intersex (0.1%) or did not provide gender information (0.3%) and CIs who did not specify the date of completion of their PhD or who do not hold a PhD (0.6%) are not represented in the figure below.Figure 1. Participation and success rate of Chief Investigators (CIs) in Linkage Projects 2022 (Round 2) by gender and career age* *Career age is calculated as years since PhD (or equivalent). The earliest PhD award date was used where there was more than one PhD. International CollaborationIn the 208 applications considered, applicants foreshadowed 138 instances of collaboration with researchers in 40 overseas locations. Of the applications approved for funding, 23 foreshadowed 36 instances of collaboration with researchers in 16 overseas locations (Figure 2).Figure 2. International collaborations by location on approved Linkage Projects 2022 (Round 2) applications* *The top 6 international collaboration locations are listed in Figure 2 and the remaining locations are grouped in the ‘Other’ category.