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Is Positive Psychology on a Negative Trajectory?

An ACU Institute for Positive Psychology & Education Brown Bag presentation

Speaker:
Dr Darren Coppin
Venue:
Australian Catholic University, Institute for Positive Psychology & Education (IPPE)
Date:
3 June 2015
Length:
approximately 58 minutes (talk and Q&A)
Introduced by:
Professor Felicia Huppert (University of Cambridge, Coppin's PhD assistant supervisor)
Filmed and edited by:
Mike Noetel (then IPPE PhD student, now Associate Professor at the University of Queensland)
Watch on YouTube:
Watch on YouTube
The argument. Positive psychology, despite its scientific credibility, is losing traction with governments. To reach Martin Seligman's mobilising aim of 51% world flourishing by 2051, the field must engage policymakers in their own language: cost, return on investment, and measurable outcomes. Coppin's own pivot from "applied positive psychology" to "applied behavioural science" produced a 15-fold ROI for government and access to over 100,000 unemployed Australians.

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At a glance

Key insights

The most-quoted findings, statistics, and arguments from the talk — laid out for quick scanning.

It takes a man 5.1 years to return to his previous set point of life satisfaction after being made redundant, even if he gets another job within six months. By comparison, recovery from the death of a life partner takes 4.9 years. (Source: Lucas, Clark, Diener, Georgellis 25,000-German longitudinal study, cited by Coppin in the talk.)

Two-thirds of Australia's most disadvantaged unemployed jobseekers exhibit symptoms consistent with learned helplessness, mirroring Martin Seligman's 1968 animal studies almost exactly. The remaining one-third remain psychologically resilient under the same adversity. The pattern was consistent across the first 7,000 jobseekers Coppin's program assessed.

A 5% reduction in US Army recruit attrition saves the Department of Defense US$572 million per year, an 11-fold return on the US$50 million annual investment in the Comprehensive Soldier Fitness positive psychology program. This calculation, Coppin argues, is why the US Army continues to invest despite mixed academic results.

Coppin's rebrand from "applied positive psychology" to "applied behavioural science" delivered a 15-fold government return on investment. The same program, with the same content, produced a 19% increase in employment outcomes at six months, rising to 54% at nine months for the long-term unemployed.

Self-control is the lowest-ranked character strength globally out of three million participants in the VIA character strengths survey. Aristotle wrote 2,500 years ago that self-regulation is the most important human virtue. The data has only just caught up.

72%

of standard government employment interventions are action-oriented (CV writing, interview practice, vocational training), but only 29% of jobseekers are in the "action" stage of change. This represents a costly mismatch of resources.

The Behavioural Insights Team's success comes from translation, not novelty. They use interventions with roots in positive psychology, but brand them in terms of cost, savings, and outcomes per intervention.

The argument in plain English

In 2011, Martin Seligman set positive psychology a mobilising aim: 51% of the world flourishing by 2051. By 2015, four years into a forty-year project, Coppin's despairing observation was that the field had stalled. Worse, governments that had been engaged with positive psychology between roughly 2008 and 2011 had quietly turned away.

His thesis is direct. Positive psychology can only reach mass scale through governments. Governments touch citizens through five main routes: education, healthcare, armed forces, justice, and welfare. Each route is a potential channel for behavioural intervention at scale. But governments do not buy programs because they reduce depression and increase well-being. They buy programs that demonstrate measurable outcomes within a single ministerial term, ideally with a clear cost-benefit case.

Coppin's own work is the evidence. His applied positive psychology program with unemployed Australians, originally branded WAP (Welfare Applied Positive Psychology), produced impressive results in the early years and attracted government attention under Julia Gillard's administration. When Gillard left office, interest waned. The same program, rebranded as "applied behavioural science" (ABS) and reframed in terms of percentage employment uplift and government return on investment, was suddenly sought after again. Coppin's program reached 100,000 to 250,000 unemployed Australians across four countries.

The deeper argument is about language. Seligman's "flourishing" comes from the Latin meaning "to flower, to bloom", which carries an implicit fragility. Richard Layard's "thriving" comes from Old Norse meaning "to grasp", same root as "thrift", a word that resonates with policymakers managing public budgets. Barbara Frederickson, speaking with Coppin, said that when she meets policymakers in Washington she does not talk about love or joy, she talks about pragmatism. The Behavioural Insights Team in the UK Cabinet Office understood this from inception, branding interventions in terms of cost-per-outcome rather than scientific provenance, and became one of the most in-demand units in Whitehall.

The talk closes with a challenge. Improving lives and delivering financial returns need not be mutually exclusive, but they cannot remain mutually exclusive if positive psychology is to reach 51% flourishing by 2051.

Notable quotes

  • It takes him 5.1 years to return to his previous set point of life satisfaction even if he gets a job within six months of initially being made redundant. To put that in context, it takes 4.9 years to overcome the death of his life partner.

    Coppin, citing Lucas, Clark, Diener and Georgellis 25,000-German longitudinal study

  • You've got two-thirds of the unemployed population not trying to get a job. Does that mean these dole bludgers aren't evil, nasty, manipulative human beings, shirkers, but they're acting in exactly the same way as the entire animal kingdom does? They're actually learned helpless.

    Coppin on the alignment between long-term unemployment patterns and Seligman's 1968 learned helplessness studies

  • If they can reduce the attrition rate, the dropout rate, by just 5%, it saves the American Department of Defense $572 million a year. That's an 11-fold return on investment for that $50 million a year of investment in what is really a positive psychology program.

    Coppin on the economics of Comprehensive Soldier Fitness, drawing on a conversation with Brigadier General Rhonda Cornum

  • I changed the brand of what we were doing from applied positive psychology to applied behavioural science. From APP to ABS. I started marketing not in terms of the things I was measuring (anxiety, stress, depression, well-being) but in terms of percentage uplift in employment outcomes. Suddenly the doors opened.

    Coppin on the strategic rebrand that took his program from 10,000 to over 100,000 jobseekers

  • Improving lives and delivering fiscal financial returns need not be mutually exclusive. But it mustn't be mutually exclusive if we are to achieve that 51% flourishing by 2051.

    Coppin's closing argument

  • Three million people have undertaken the VIA character strength survey across every country on Earth, no matter what the culture is. Self-control is the lowest. Aristotle wrote two and a half thousand years ago that self-regulation is the most important virtue. We've just got the results in the last couple of years.

    Coppin on the empirical confirmation of Aristotelian ethics

Structured transcript

Expand

The full talk is below, organised by section with approximate timestamps. The transcript has been cleaned from the original YouTube auto-captions for readability while preserving Dr Coppin's argument and voice.

Introduction by Professor Felicia Huppert (00:00 to 01:00)

Professor Felicia Huppert of the University of Cambridge introduced Dr Coppin as someone who has uniquely combined psychological research with policy engagement and large-scale delivery, having achieved the equivalent of several PhDs in his applied work before commencing his ACU PhD under her co-supervision with Professor Joseph Ciarrochi.

The 51% flourishing aim, and why it is in danger (01:00 to 03:00)

Coppin opened by referencing Martin Seligman's 2011 American Psychological Association keynote, where Seligman set the mobilising aim of 51% world flourishing by 2051. Four years on, Coppin argued the field was in danger of "floundering" rather than flourishing. Ground-up movements are essential and often more successful at mobilising people, but reaching 51% world flourishing requires government engagement. Without policymakers, the scale is mathematically impossible.

Five government routes to behaviour change at scale (03:00 to 05:00)

Coppin identified five government channels for mass behavioural intervention: (1) Education, where positive education programs are perhaps the most publicised and well-measured large-scale application of positive psychology. (2) Healthcare, with growing opportunities through frameworks like PERMA Plus, where cognitive behavioural therapies have made significant inroads in Britain. (3) Armed Forces, exemplified by the US Army's Comprehensive Soldier Fitness program, the world's largest implementation of positive psychology, drawing directly on the Penn Resiliency Program. (4) Justice, where opportunities exist to intervene with prisoners, probationers, and offenders to reduce recidivism. (5) Welfare, the largest budget item in most Western nations at roughly 30% of total government expenditure, including Coppin's own specialism: helping the unemployed return to work.

The set point of life satisfaction in unemployment (05:00 to 06:30)

Drawing on a major longitudinal study by Lucas, Clark, Diener and Georgellis tracking 25,000 Germans, Coppin shared one of the most striking findings on unemployment and well-being: when a man is made redundant, it takes 5.1 years to return to his previous set point of life satisfaction, even if he secures another job within six months. By comparison, recovery from the death of a life partner takes 4.9 years.

The hunch that became a program (06:30 to 08:30)

Coppin and his colleagues hypothesised that improving the resilience and well-being of the unemployed might increase their likelihood of trying to find work, and ultimately of finding sustainable employment. But they also recognised that delivering psychological interventions to people already actively seeking work would alienate them. They needed a way to identify who was genuinely jobseeking, who was contemplating, and who was effectively disengaged. This led them to the Transtheoretical Model of Change, developed at the University of Rhode Island by Professor James Prochaska, originally validated for smoking cessation.

The unauthentic action discovery (08:30 to 11:00)

Working with Prochaska's team and refining a 96-item survey down to 12 questions, Coppin's team rolled the assessment out to almost 70,000 unemployed Australians, Britons, and Americans over three and a half years. Two findings emerged. First, the assessment accurately predicted who would find work in 6 to 9 months. Second, the assessment uncovered a previously undocumented stage Coppin termed "unauthentic action": jobseekers who score highly on both action (taking all the steps to get a job) and precontemplation (no genuine commitment or confidence). Approximately 20% of the assessed population fell into this category, with a strong bias toward men. Discussion with University of Rhode Island researchers attributed this to coercion (benefits sanctions for not appearing active) and identity attachment (men more strongly equating their job with self-worth and unwilling to admit disengagement).

The two-thirds learned helplessness pattern (11:30 to 13:30)

Coppin highlighted a striking statistical pattern: two-thirds of long-term unemployed Australians sat in stages indicating disengagement (precontemplation, contemplation, or unauthentic action), while one-third remained in proactive stages (action and preparation). This two-thirds to one-third split mirrors the original 1968 learned helplessness studies of Martin Seligman, where two-thirds of test subjects exposed to repeated uncontrollable adversity stopped trying to escape it, while one-third remained psychologically resilient. The pattern held across animal species, from goldfish and cockroaches to dogs and human babies, and now apparently to long-term unemployment. The implication was profound: long-term unemployed people may not be "dole bludgers" by character but exhibiting a textbook learned helplessness response, for which 40 years of behavioural science has developed evidence-based interventions.

The Welfare Applied Positive Psychology (WAP) program (13:30 to 17:00)

Drawing on the Penn Resiliency Program, Robert Biswas-Diener's coaching work, Barbara Frederickson's positivity research, Carol Dweck's mindset work, and the VIA Institute's character strengths research, Coppin built a five-half-day workshop intervention covering Strengths, Positivity, Mental Toughness, Mindset, and Character & Goals. The first pilot of 100 generationally unemployed Bundaberg families produced employment outcomes 50% better than five comparable government family-centred programs in half the time.

Scale-up and recognition (17:00 to 18:00)

Funding scaled the program from 100 to 1,000 to 10,000 participants. Julia Gillard's administration engaged enthusiastically with the work; Marty Seligman and Karen Reivich trained 200-300 government department staff at Geelong Grammar. By early 2013, results across 5,000 participants showed continued strong outcomes.

Why government interest waned (18:00 to 22:00)

Despite continued positive results, Coppin observed government interest in WAP decreasing in 2013. He attributes this to several factors. First, a Google image search for "positive psychology" returns childlike, flowery, and informal imagery; a search for "policy makers" returns suited people in serious meetings. The branding mismatch is profound. Second, the etymology of "flourish" (Latin for "to bloom, to flower") connotes fragility and impermanence; "thrive" (Old Norse for "to grasp", same root as "thrift") connotes seriousness and value, language policymakers respond to. Third, Michael Gove, then UK Secretary of State for Education, reportedly told Marty Seligman "Why would we waste money building character, happiness and meaning when what we want is numeracy and literacy?" Senior ministers serve roughly two-year terms and are judged on measurable, defensible results.

The 2008-2010 government interest pattern (24:00 to 25:00)

Coppin observed a correlation between the Global Financial Crisis and government openness to positive psychology. As US unemployment spiked and GDP fell sharply in 2008-2009, Marty Seligman was being invited into cabinet office meetings; Ed Diener was advising the Obama administration. Once the economy recovered post-2010, intense ministerial interest waned. Coppin's hypothesis is that well-being became a "voting fallback plan" when economic indicators failed, and was set aside when GDP recovered.

Comprehensive Soldier Fitness and the Rhonda Cornum conversation (26:00 to 28:30)

The US Army's Comprehensive Soldier Fitness program is the world's largest applied positive psychology implementation, with 1.1 million soldiers trained at an annual cost of approximately US$50 million (with first-year costs reportedly closer to US$178 million). Academic studies on its effectiveness have been mixed. Yet the Department of Defense continues to invest. Brigadier General Rhonda Cornum, in a conversation with Coppin in October 2014 (and after some of her own Woodford Reserve bourbon), explained the economics: with 13,000 recruits per year and an US$88,000 recruitment cost per soldier, total annual recruitment investment is roughly US$1.15 billion. A 5% reduction in attrition saves US$572 million annually, an 11-fold return on the US$50 million CSF investment. The program is funded not because it reduces PTSD (where evidence is mixed) but because it pays for itself in retention savings.

Behavioural Insights Team and the Nudge approach (28:30 to 32:00)

Coppin contrasted the trajectory of positive psychology with the rise of the UK Cabinet Office's Behavioural Insights Team. The BIT used interventions with roots in positive psychology but branded them in terms of cost-per-outcome. They became so popular within government that Coppin began studying their language and approach. Reading Thaler and Sunstein's "Nudge", he absorbed three core insights about human behaviour that drive policy effectiveness: people do whatever is easiest, people act to impress others (or at least avoid embarrassment), and people have terrible self-control. The 3-million-person VIA character strength survey confirms self-control is the lowest-ranked character strength globally, exactly as Aristotle predicted 2,500 years ago.

The rebrand: from APP to ABS (32:00 to 34:00)

Coppin changed the program's branding from "applied positive psychology" to "applied behavioural science". He stopped marketing in terms of well-being, anxiety, and depression. He started marketing in terms of percentage employment uplift and ROI. The same content, repositioned. The results in this language: 19% increase in employment outcomes at six months (against the 12% benchmark considered "world-leading"), 54% increase at nine months for the long-term unemployed, and a clearly demonstrable 15-fold government return on investment. Queensland's Chief Scientist called the program "profound". Department staff called it "unprecedented". Employment service operators called it "game-changing". The reach grew to a projected 100,000 to 250,000 jobseekers across four countries.

The closing challenge (34:00 to 35:00)

Coppin closed by returning to Seligman's 51% flourishing target and his own concern that without engaging governments through their own language (cost, outcomes, ROI, behavioural science framing), the field will not reach mass scale. Improving lives and delivering financial returns need not be mutually exclusive, but they must not remain mutually exclusive.

Q&A highlights (35:00 onwards)

The Q&A covered language and branding (with audience members debating "thrive" versus "excel" versus "achieve"), the political economy of positive psychology (whether government interest tracks the party in power or specific ministers), the difference between business and government adoption of well-being approaches (business is roughly a decade ahead), how to ensure intervention quality at scale, what the "active ingredients" of the workshops actually are, and the origin story of Seligman's "51% flourishing" aim itself (set in conversation with Felicia Huppert in Philadelphia at a board meeting before the first IPPA conference).

Frequently asked questions

The questions below target real Google searches that this talk authoritatively answers, formatted to be cleanly extractable by AI search engines such as Google AI Overviews, Perplexity, and ChatGPT.

How long does it take to recover psychologically from being made redundant?

According to research by Lucas, Clark, Diener and Georgellis tracking 25,000 Germans, it takes a man approximately 5.1 years to return to his previous set point of life satisfaction after being made redundant, even if he secures new employment within six months. The finding is significant because it exceeds the time required to recover from the death of a life partner (4.9 years in the same dataset). Dr Darren Coppin cited this research in a 2015 ACU presentation as evidence that unemployment causes deeper and longer-lasting psychological damage than commonly assumed, and as justification for embedding well-being and resilience interventions into employment services rather than relying on practical job-search support alone.

What is the return on investment of behavioural science programs in the public sector?

Behavioural science programs implemented by governments have produced documented returns on investment ranging from 11x (US Army Comprehensive Soldier Fitness) to 15x (Dr Darren Coppin's applied behavioural science programs for Australian unemployed jobseekers). The Comprehensive Soldier Fitness ROI is calculated against soldier attrition: a 5% reduction in dropout rates saves the US Department of Defense approximately US$572 million annually against an investment of US$50 million per year. Coppin's Australian welfare-to-work program demonstrated A$15 saved for every A$1 invested, in the form of reduced welfare payments and increased tax revenues from people returning to work. Both examples support the broader argument that behavioural science interventions can deliver fiscal returns substantially above their cost when properly designed and measured.

Why has positive psychology lost favour with governments?

Dr Darren Coppin's 2015 ACU analysis identified four reasons. First, the branding of positive psychology (flowers, smiling faces, casual imagery) does not align with the seriousness expected by ministers and senior civil servants. Second, the etymological roots of "flourishing" (Latin for "to bloom") suggest temporariness, while alternatives like "thriving" (Old Norse for "to grasp", same root as "thrift") resonate more with policymakers managing public budgets. Third, government interest in well-being correlates strongly with economic conditions: when GDP falls and unemployment rises, well-being becomes a useful "voting fallback"; when the economy recovers, interest wanes. Fourth, ministers serve short terms (typically two years) and are judged on measurable outcomes such as exam grades, employment numbers, and cost savings, which positive psychology programs have not always presented compellingly in those terms.

What is the difference between positive psychology and behavioural science?

Positive psychology and behavioural science share substantial overlap in their underlying interventions (both draw on cognitive behavioural therapy, resilience-building, character strengths, and motivational research) but differ significantly in their framing and audience appeal. Positive psychology emphasises well-being, flourishing, meaning, and character; its measurement language centres on psychological constructs. Behavioural science emphasises decision-making, cost-effectiveness, and measurable outcomes; its language centres on percentage uplifts, return on investment, and policy effectiveness. Dr Darren Coppin's 2015 talk argued that the same intervention content can be repositioned from one framing to the other, dramatically affecting government willingness to fund it. His own program, rebranded from "applied positive psychology" (APP) to "applied behavioural science" (ABS), regained government engagement and scaled from approximately 10,000 to over 100,000 participants across four countries.

What is the 51% flourishing by 2051 goal?

The 51% flourishing by 2051 goal is a mobilising aim set by Professor Martin Seligman at the inaugural International Positive Psychology Association World Congress in 2011. The aim proposed that, by 2051, more than half of the world's population should meet the criteria for flourishing on validated well-being measures. As Felicia Huppert recounted in introducing Dr Darren Coppin's 2015 ACU talk, the goal was set the day before the IPPA's first board meeting, after Huppert showed Seligman a poster on European Social Survey flourishing data (with Denmark at the top at approximately 40%). Dr Coppin's 2015 analysis argued that, four years into the forty-year goal, progress had stalled, and that achieving the target would require positive psychology to engage governments using the language of cost, outcomes, and behavioural science framing rather than well-being terminology.

How can well-being interventions help unemployed people return to work?

Research presented by Dr Darren Coppin in his 2015 ACU talk demonstrated that well-being and resilience interventions can substantially improve return-to-work rates for the unemployed, particularly the long-term unemployed who exhibit symptoms of learned helplessness. Coppin's program, which combined evidence-based interventions across five domains (Strengths, Positivity, Mental Toughness, Mindset, and Character & Goals), delivered in five half-day workshops, produced a 19% increase in employment outcomes at six months and 54% at nine months for long-term unemployed Australian participants. Critically, the interventions worked best when stage-matched to each jobseeker's psychological readiness for change, identified using a 12-item Transtheoretical Model assessment. People in the "action" stage (already actively seeking work) showed limited additional benefit from the workshops, while those in earlier stages (precontemplation, contemplation, unauthentic action) showed the largest gains.

What is the Comprehensive Soldier Fitness program?

Comprehensive Soldier Fitness (CSF) is the United States Army's resilience and psychological fitness program, the largest applied positive psychology implementation in history with over 1.1 million soldiers trained. Drawing directly on the University of Pennsylvania's Penn Resiliency Program developed by Karen Reivich and Andrew Shatté, CSF was introduced to reduce post-traumatic stress disorder, improve coping skills, and lower attrition. The program costs approximately US$50 million per year with reported first-year costs of US$178 million. Academic studies on its effectiveness have produced mixed results, but Brigadier General Rhonda Cornum (cited by Dr Darren Coppin in his 2015 ACU talk) explained that the Department of Defense funds the program primarily on attrition economics: a 5% reduction in soldier dropouts saves approximately US$572 million annually, an 11-fold return on investment.

What is "applied behavioural science" and how does it differ from traditional behavioural science?

Applied behavioural science is the practice of using behavioural insights from psychology, economics, and decision research to design real-world interventions that change behaviour at scale, typically in government, healthcare, or commercial settings. It differs from traditional academic behavioural science primarily in its framing and outcome measurement: applied behavioural science measures success in terms of percentage uplift in target behaviours, cost-per-outcome, and return on investment, rather than effect sizes, statistical significance, or psychological mechanism. Dr Darren Coppin's 2015 ACU talk traced his own pivot to applied behavioural science framing, which produced a 15-fold government return on investment and access to over 100,000 unemployed jobseekers across four countries.

Why do some long-term unemployed people stop trying to find work?

Research presented by Dr Darren Coppin in his 2015 ACU talk demonstrated that approximately two-thirds of long-term unemployed Australians sit in psychological stages indicating disengagement from active jobseeking. The pattern mirrors Martin Seligman's classic 1968 studies on learned helplessness, where two-thirds of subjects exposed to repeated uncontrollable adversity stop trying to escape, while one-third remain psychologically resilient. The pattern has been replicated across animal species (goldfish, cockroaches, dogs, human babies) and now appears to apply to long-term unemployment. The implication is that disengagement from jobseeking is not necessarily a character flaw or a "dole bludger" mentality but a textbook learned helplessness response, treatable through evidence-based resilience and well-being interventions.

What is the unauthentic action stage of change in unemployment?

The unauthentic action stage is a previously undocumented psychological state identified by Dr Darren Coppin and his University of Rhode Island collaborators while applying the Transtheoretical Model of Change to general unemployed populations. People in this stage score highly on both action (taking all the practical steps to find work, including attending appointments, sending applications, completing training courses, and turning up to interviews) and precontemplation (no genuine commitment or confidence in actually getting and holding down a job). Approximately 20% of unemployed Australians, Britons and Americans assessed by Coppin's program fell into this category, with a strong bias toward men. The University of Rhode Island team attributed the pattern to two factors: coercion from benefits sanctions (which require demonstrated job-search activity) and identity attachment (men more strongly equating their job with their self-worth and unwilling to admit disengagement).

Why is self-control the most important human virtue?

Self-control is empirically the lowest-ranked character strength globally, according to data from over 3 million participants in the Values in Action (VIA) character strengths survey across all cultures. Aristotle wrote 2,500 years ago that self-regulation is the most important human virtue, more important than bravery, courage, or leadership, on the grounds that self-control underpins the consistent practice of all other virtues. Dr Darren Coppin highlighted this finding in his 2015 ACU talk as an example of how empirical psychology has only recently confirmed ancient philosophical wisdom. The behavioural implication is that policy and programs that rely on individual self-discipline (such as savings, healthy eating, exercise adherence, or sustained job search) will predictably fail without environmental design that reduces the demands on self-control.

Where can I watch the full talk?

The full talk, "Is Positive Psychology on a Negative Trajectory?", was delivered by Dr Darren Coppin at the Australian Catholic University Institute for Positive Psychology & Education Brown Bag Session on 3 June 2015. It is available on YouTube at https://www.youtube.com/watch?v=8nleBiljzNU. The talk runs approximately 58 minutes including question and answer. It was introduced by Professor Felicia Huppert (then of the University of Cambridge, Coppin's PhD assistant supervisor) and filmed by Mike Noetel (then an IPPE PhD student, now Associate Professor at the University of Queensland).

About the speaker

Dr Darren Coppin is the Chief Behavioural Scientist at ethyx and Azurum. At the time of this talk, he was a PhD student at the Australian Catholic University Institute for Positive Psychology & Education, supervised by Professor Joseph Ciarrochi (principal supervisor), Professor Baljinder Sahdra (co-supervisor), and Professor Felicia Huppert of the University of Cambridge (assistant supervisor). His PhD by Publication, "A Psychosocial Stage of Change Approach to Unemployment", was awarded by ACU in 2018. His applied work has informed cloud-based employment service models implemented with over 150,000 Australian jobseekers, students, and apprentices, and his stage-of-change methodology now underpins ethyx's commercial pre-hire retention prediction platform.

Read more about Dr Coppin

Canonical URL: https://www.ethyx.com/research/talks/positive-psychology-negative-trajectory-acu-2015