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Adaptive	Learning	for	Collective	Impact	
	
Adaptive	Learning	for	Collective	Impact	
September	25,	2016	
Adaptive	Learning	
Pivotal	Skills	for	Collective	Impact	
Craig	Weber	and	Chris	Soderquist	
	
Communities	around	the	globe	face	an	expanding	range	of	tough,	interconnected,	
complex	problems:	poverty,	racism,	violence,	police	and	community	tensions,	
environment	degradation,	access	to	education,	obesity,	mental	illness,	climate	
change,	and	health	inequity,	just	to	name	a	few.	These	problems—and	many	others	
like	them—are	what	we	refer	to	as	adaptive	challenges.	What	do	we	mean	by	that?		
Here’s	a	brief	description:	
All	our	difficulties	fall	somewhere	on	a	spectrum;	at	one	end	of	this	spectrum	
we	find	routine	problems,	and,	at	the	other	end,	adaptive	challenges.	A	
routine	problem	isn’t	considered	routine	because	it	happens	regularly,	but	
because	we	have	a	routine	for	dealing	with	it—a	protocol,	a	process,	or	
expert	on	which	we	can	depend	for	a	reliable	fix.	A	routine	problem	may	be	
irksome	and	expensive,	but	at	least	we’re	in	familiar	territory	and	know	what	
to	do	about	it.	
When	we’re	facing	an	adaptive	challenge,	on	the	other	hand,	we’re	off	the	
familiar	trail	in	uncharted	territory	where	there	are	no	proven	routines,	
protocols,	solutions,	or	experts.	To	successfully	negotiate	an	adaptive	
challenge	we	must	work	and	learn	with	others	to	navigate	the	alien	terrain.	
All	the	problems	we	face	in	life	fall	somewhere	between	these	two	distinct	
poles.	
	
	.	.	it’s	more	important	than	ever	to	recognize	the	distinction	between	routine	
and	adaptive	issues	because	they	each	require	a	profoundly	different
Adaptive	Learning	for	Collective	Impact	
	
Adaptive	Learning	for	Collective	Impact	
September	25,	2016	
problem	solving	approach.	For	a	routine	problem	a	bias	for	action	is	
appropriate.	We	have	a	routine,	we	know	what	to	do,	so	as	Nike	suggests,	we	
should	“just	do	it.”	But	for	an	adaptive	challenge—where	there	is	no	clear	
routine,	no	proven	process,	and	no	ready	expert	who	can	save	the	day—a	
bias	for	learning	is	essential.	Why?	To	navigate	our	way	over	unfamiliar	
ground	we	must	roll	up	our	cognitive	sleeves	and	work	with	others	to	figure	
out	the	best	way	forward.	We	must	orchestrate,	in	other	words,	a	process	of	
adaptive	learning.	1	
If	they’re	to	effectively	resolve	adaptive	challenges,	communities	must	do	just	that—
orchestrate	a	process	of	learning—and	success	hinges	on	how	well	they	can	
encourage	a	diverse	set	of	interest	groups	to	honestly	share	and	learn	from	their	
contrasting	and	sometimes	competing	perspectives.	This	work	can	get	messy.	
Collective	Impact	is	a	process	that	has	been	developed	to	help	guide	communities	
and	networks	through	such	“messy,”	adaptive	learning	processes.		In	their	article,	
Collective	Impact,	Kania	and	Kramer	make	this	point:	“Reforming	public	education,	
restoring	wetland	environments,	and	improving	community	health	are	all	adaptive	
problems.	In	these	cases,	reaching	an	effective	solution	requires	learning	by	the	
stakeholders	involved	in	the	problem,	who	must	then	change	their	own	behavior	in	
order	to	create	a	solution.”2	
If	implemented	effectively,	Collective	Impact	has	the	potential	to	produce	an	agile	
process	of	learning.	But	in	far	too	many	cases	it	fails	to	live	up	to	this	potential	
because	the	process	bogs	down	and	loses	momentum.	Many	of	its	once	passionate	
leaders	become	disillusioned	and	drop	out	of	the	process.	These	are	almost	
universally	smart,	passionate,	committed	people,	so	what’s	going	on	here.	Why	does	
this	happen?		
It	happens	because	simply	understanding	these	challenges	isn’t	enough.	Collective	
Impact	requires	powerful	new	mindsets	and	skills	to	be	effective,	once	the	laborious	
task	of	choosing	a	path	forward	has	been	accomplished.		
Here’s	a	way	to	think	about	the	need	for	
specific	skills	that	support	a	strategy.	
Running	a	Collective	Impact	process	can	be	
compared	to	running	a	complex	play	in	
basketball.	A	team	may	have	a	strategy	for	
how	to	execute	a	perfect	triangle	offense,	
for	example,	but	their	strategy	is	useless	if	
the	players	don’t	know	how	to	pass,	
dribble,	and	shoot.		Their	strategy	is	
nothing	more	than	a	pipedream	if	they	lack	
the	basic	skills	necessary	for	playing	the	
																																																								
1	http://www.weberconsultinggroup.net/leaning-into-difference-the-key-to-solving-tough-
problems/	
2	Kania,	J.	&	Kramer,	M.,	Collective	Impact,	Social	Innovation	Review	(2011)	
“Just as there are
fundamental skills needed
to run complex plays in
basketball, there is a set of
adaptive learning skills
needed to run an effective
Collective Impact process.”
Adaptive	Learning	for	Collective	Impact	
	
Adaptive	Learning	for	Collective	Impact	
September	25,	2016	
game.		
We	think	the	same	thing	often	happens	in	Collective	
Impact	efforts.	Communities	have	a	process	and	a	
strategy,	and	they	have	smart,	passionate	people,	but	
they’re	lacking	basic	skills	to	put	their	smarts,	passion,	
and	strategy	into	useful	play.	Just	as	there	are	
fundamental	skills	needed	to	run	complex	plays	in	
basketball,	there	is	a	set	of	adaptive	learning	skills	
needed	to	run	an	effective	Collective	Impact	process.		
So	what	are	these	skills?	We	think	there	are	three	
essential	and	interrelated	competencies	for	adaptive	
leadership	and	learning:	systems	THINKING,	Conversational	Capacity,	and	
Improvisational	Learning.	These	three	enabling	competencies	help	you	find	the	
leverage	needed	for	fundamental	improvement,	by	accelerating	a	process	of	
learning	in	which	community	members	engage	in	rigorous	and	balanced	
conversations	about	highly	emotional	topics.	Put	differently,	adaptive	learning	skills	
help	people	and	communities	learn	faster,	smarter,	and	together.	
	
1. Systems	THINKING	
Systems	THINKING	is	essential	for	identifying	high	
leverage	places	to	intervene.	With	limited	time	and	
resources,	it	helps	communities	identify	changes	
that	provoke	the	most	profound	and	sustainable	
improvements.	Low	leverage	occurs	when	you	fight	
the	“physics”	of	the	system,	when	the	more	you	push	
it	to	change,	the	more	it	pushes	back.	High	leverage	
occurs	when	you	work	with	the	laws	of	physics.	Low	
leverage	also	occurs	when	today’s	problems	come	from	yesterday’s	solutions	
because	you	failed	to	predict	unintended	consequences.		High	leverage	occurs	
when	you	identify	the	fulcrum	of	a	problem	and	design	your	intervention	
around	it.	Low	leverage	activities,	on	the	other	hand	can	even	hinder	you	when	
performance	has	been	improved—when	your	improvements	are	limited	
relative	to	the	amount	of	effort	applied	to	the	problem.	Identifying	and	
exploiting	places	of	high	leverage	fundamentally	improves	the	way	the	system	
behaves,	generating	the	optimal	behavior	you	desire.	
This	high	leverage	competency	is	referred	to	as	systems	THINKING.	Thinking	is	
capitalized	because	this	type	of	systems	thinking	emphasizes	how	we	think	
about	systemic	issues	instead	of	adopting	the	overly	simplistic	(and	mostly	
unhelpful)	perspective	that	“it’s	all	complex	and	connected.”	At	its	core,	systems	
THINKING	is	based	on	a	foundational	principle:	Behavior	is	generated	by	
structure.		How	we’ve	“structured”	our	resources,	organizations,	and	
communities	is	generating	the	behaviors	we	like	and	those	we	don’t.		If	we’re	to	
create	the	future	we’ve	envisioned,	we’ll	need	to	understand	how	we’ve
Adaptive	Learning	for	Collective	Impact	
	
Adaptive	Learning	for	Collective	Impact	
September	25,	2016	
structured	things	and	how	we’ll	have	to	change	that	structure	to	produce	the	
behaviors	we	want.	
The	mindset	required	for	systems	THINKING	is	an	unwavering	commitment	to	
understanding	the	whole	set	of	relationships	(structure)	that	drive	important	
“real	world”	behaviors.	We	assume	we’ve	been	using	boundaries	that	are	too	
narrow	to	understand	the	problem,	focusing	on	our	little	part	of	the	system—
our	silo	(e.g.	education,	health,	public	safety,	etc.)—as	if	it’s	the	most	important.	
It	also	assumes	we’ve	not	been	thinking	hard	enough	about	how	the	world	
“really	works”,	by	overlooking	time	delays,	vicious	cycles	(and	other	feedback	
loop	behavior),	and	unintended	consequences.	
The	skills	of	systems	THINKING	provide	a	rigorous	way	to	frame	issues,	
broaden	and	deepen	your	understanding,	map	out	assumptions	about	cause	
and	effect,	and	focus	on	the	issues	that	really	matter	--	making	sense	of	the	
system,	in	effect,	so	you	can	actually	see	it.	This	is	critical.	If	you	can’t	see	the	
system	you’re	trying	to	improve	there	is	no	way	to	identify	the	best	ways	to	
make	constructive	change.	Systems	THINKING	makes	you	stronger	and	smarter.	
It	takes	you	from	a	place	of	being	stuck	as	a	reactive,	“woe	is	me,”	victim	of	
circumstance,	to	a	place	where	you	have	the	wisdom	and	confidence	to	
intervene	in	ways	that	make	a	profound	difference.3	
	 	
																																																								
3	For	more	information	about	Systems	THINKING,	visit	http://findinghighleverage.com/	
The	resources	page	includes	a	link	to	the	following	video:	https://vimeo.com/122034667
Adaptive	Learning	for	Collective	Impact	
	
Adaptive	Learning	for	Collective	Impact	
September	25,	2016	
2. Conversational	Capacity4	
In	our	world	of	mounting	complexity	and	change,	
building	organizations,	teams,	and	projects	that	
work	well	under	pressure	is	more	important	than	
ever.	But	while	it’s	easy	to	put	together	a	team	that	
works	when	facing	simple	problems,	building	a	team	
that	performs	when	things	get	tough	remains	an	
elusive	and	frustrating	task.	The	reason,	according	
to	Craig	Weber,	is	that	traditional	team	building	
overlooks	the	most	important	piece	of	the	puzzle.			
	
That	missing	piece	is	conversational	capacity—a	team’s	ability	to	have	open,	
balanced,	learning-focused	dialogue	about	difficult	subjects,	in	challenging	
circumstances,	and	across	tough	boundaries.	A	group	with	high	conversational	
capacity	can	perform	well,	remaining	on	track	even	when	dealing	with	their	
most	troublesome	issues.	A	group	lacking	that	capacity,	by	contrast,	can	see	
their	performance	derail	over	a	minor	difference	of	opinion.	In	this	sense,	
conversational	capacity	isn’t	just	another	aspect	of	effective	teamwork—it	
defines	it.		A	team	that	cannot	talk	about	its	most	pressing	issues	isn’t	really	a	
team	at	all—it’s	just	a	group	of	people	that	can’t	work	together	effectively	when	
it	counts.		
	
This	is	a	critical	competence	for	a	successful	Collective	Impact	process	that	
requires	people	to	communicate	and	collaborate	about	tough	issues	and	across	
challenging	boundaries.		
	
Sounds	simple,	right?		All	a	team	has	to	do	is	boost	its	conversational	capacity	
and	all	will	be	well.		Unfortunately,	it’s	not	that	easy.		In	the	quest	to	build	
capacity	we	face	a	formidable	obstacle:	human	nature.	It	turns	out	that	reliably	
effective	teams	are	hard	to	build	because	primal	aspects	of	our	nature,	rooted	in	
the	powerful	fight-flight	response,	actually	work	against	teamwork.			
	
Fortunately,	there’s	hope.	There’s	a	proven	discipline—a	veritable	
conversational	martial	art—that	allows	people	and	their	teams	to	remain	open,	
balanced,	and	learning-focused	as	they	tackle	their	most	troublesome	issues.	
Armed	with	this	discipline,	communities,	organizations,	and	teams	can	respond	
to	tough	challenges	with	greater	agility	and	skill,	performing	brilliantly	in	
circumstances	that	incapacitate	less	disciplined	teams.		
	
	
	 	
																																																								
4	Weber,	Craig.	Conversational	Capacity,	McGraw-Hill,	2013
Adaptive	Learning	for	Collective	Impact	
	
Adaptive	Learning	for	Collective	Impact	
September	25,	2016	
3. 	“Yes	To	The	Mess”	Learning	(aka	Agile	
Learning)		
Agile	learning—which	is	often	associated	with	
software	development—can	most	easily	be	
understood	as	the	skill	of	improvisation.	Two	key	
aspects	of	the	improvisational	mindset	are	
particularly	useful	for	Collective	Impact	work:	an	
affirmative	bias,	and	a	“learn	as	you	go”	approach.	
Our	friend	and	colleague	Frank	Barrett,	author	of	
the	wonderful	book	Yes	To	The	Mess,	explains	this	
better	than	anyone:		
Managers	frequently	find	themselves	in	the	middle	of	messes	not	of	their	
own	making,	in	over	their	heads,	having	to	take	action	even	though	there	is	
no	guarantee	of	a	good	outcome,	and	relying	on	imperfect	information.	Jazz	
players	face	the	same	issues,	but	what	makes	it	possible	to	improvise,	to	
adjust	and	fall	upon	a	working	strategy	is	an	affirmative	move,	an	implicit	
‘yes’	that	allows	them	to	move	forward	even	in	the	midst	of	uncertainty.	
Problem	solving	by	itself	will	not	generate	novel	solutions.	What’s	needed	is	
an	affirmative	belief	that	a	solution	exists	and	that	something	positive	will	
emerge.	5			
The	improvisational	mindset	assumes	that	no	matter	how	messy,	how	difficult,	
or	how	confusing	the	current	predicament,	there	is	always	a	creative	and	
constructive	path	forward.	At	its	core,	the	improvisational	process	stems	from	
an	affirmative	mindset.		
But	in	addition	to	an	affirmative	bias,	other	essential	skills	of	improvisation	are	
rapid	experimentation	and	embracing	errors.	This	approach	reflects	the	
observation	of	Kurt	Lewin	who	noted	that	the	best	way	to	learn	about	any	
system	is	to	try	and	change	it.		Rather	than	sitting	back	and	waiting	to	intervene	
until	all	the	necessary	information	is	available,	you	get	to	work	with	the	best	
information	available	and	then	learn	as	you	go.		
	
An	Über	Competency	
Without	these	three	competencies	a	group	will	
almost	always	underperform,	especially	when	it’s	
facing	an	adaptive	challenge.	They	combine	to	form	
an	über	competence—a	meta-skill—that	
turbocharges	the	effectiveness	of	a	person,	team,	
organization,	or	community.	Systems	THINKING	
can	help	a	group	identify	the	high	leverage	actions	
that	will	spark	the	most	constructive	change,	
																																																								
5	Barrett,	Frank.	Yes	to	the	Mess:	Surprising	Leadership	Lessons	from	Jazz,	Harvard	Business	
Press	Books,	2012
Adaptive	Learning	for	Collective	Impact	
	
Adaptive	Learning	for	Collective	Impact	
September	25,	2016	
Conversational	Capacity	enables	a	group	of	smart	people	to	work	smart	by	
balancing	candor	and	courage	and	curiosity	and	humility	under	pressure,	and	Agile	
Learning	helps	people	work	in	more	open,	flexible,	experimental	ways	in	situations	
where	rapid	learning	is	the	key	to	progress.	Together	these	competencies	empower	
people	and	groups	to	come	together	to	tackle	their	most	pressing	issues	in	a	more	
focused	and	cogent	way.	
	
We’ve	compared	these	competencies	to	
the	skills	needed	to	play	music,	a	sport,	or	
other	similar	endeavors.	But	they’re	more	
than	that.	They’re	the	skills	needed	to	
excel	at	these	activities.	What	
distinguished	basketball	players	like	
Larry	Bird	and	Magic	Johnson	from	their	
peers	wasn’t	just	their	skills	at	dribbling,	
passing	and	shooting—it	was	their	über	ability	to	see	the	full	court	and	imagine	how	
things	were	playing	out,	their	ability	to	selflessly	pass	the	ball	and	to	work	with	all	
players	on	the	team,	and	their	ability	to	turn	a	broken	play	into	a	basket.	
The	same	thing	is	true	of	jazz.	“The	model	of	jazz	musicians	improvising	collectively	
offers	a	clear	and	powerful	example	of	how	people	and	teams	can	coordinate,	be	
productive,	and	create	amazing	innovations	without	so	many	of	the	control	levers	
that	managers	relied	on	in	the	industrial	age,”	says	Barrett.	“An	improvisation	model	
of	organizing	creates	a	kind	of	openness,	an	invitation	to	possibility,	rather	than	
leaning	toward	a	narrowness	of	control.”6		
This	is	why	the	interrelated	skills	of	Systems	THINKING,	Conversational	Capacity,	and	
Improvisational	Learning	are	so	important	to	Collective	Impact	endeavors.	Ensuring	
the	process	performs	at	its	potential	requires	building	and	using	the	adaptive-
learning	skills	we’ve	just	described.	They’ll	not	only	help	you	make	the	constructive	
changes	you’re	seeking,	they’ll	also	help	you	build	an	even	more	connected,	resilient,	
and	learning-focused	community.	
	
	
	
	 	
																																																								
6	Barrett,	Frank.	Yes	to	the	Mess:	Surprising	Leadership	Lessons	from	Jazz,	Harvard	Business	
Press	Books,	2012.	Pgs.	xiv-xv	
“These competencies
empower people and
groups to come together to
tackle their most pressing
issues in a more focused
and cogent way.”
Adaptive	Learning	for	Collective	Impact	
	
Adaptive	Learning	for	Collective	Impact	
September	25,	2016	
CONTACT	INFORMATION	
	
	
	
Chris	Soderquist	
Pontifex	Consulting	
chris@findinghighleverage.com	
findinghighleverage.com	
	
Craig	Weber	
The	Weber	Consulting	Group	
weberconsulting@earthlink.net	
weberconsultinggroup.net
Applied Systems THINKING
Behavior Over Time Graphs – Types and Tips
Behavior Over Time Graphs (aka Trend Graphs)
Purpose
Developing Behavior Over Time Graphs (BOTGs) expands the field of vision being
applied to an issue. The activity of expanding the field of vision facilitates the causal
thinking (why is this behavior happening?) required to take a systems view. The
systems view creates an opportunity to find leverage for improvement.
• A BOTG is a graph over time that captures the essence of a problem or issue of
interest.
• BOTGs often contain a historical (“as is”) component as well as a projected (“to
be”) component.
• In creating a BOTG, it is often helpful to normalize (e.g. average, %, outcome/
patient) the variable.
• The unit of time (day, month, quarter, year, etc.) for the BOTG helps to set a
temporal boundary for what to include in your analysis
1 © 2017 Pontifex Consulting
Graduation rates
months years
“As Is”
“To Be”
Now% population
requiring
Medicaid
Applied Systems THINKING
Behavior Over Time Graphs – Types and Tips
BOTGs – Historical Narrative Graphs
Purpose
The purpose of Historical Narrative Graphs is to communicate the history / story of
issue(s) in visually, compelling and causally-based way. This can be used to help an
audience shift from narrow temporal boundaries (event thinking) to broader temporal
boundaries…and to shift from reactionary activities to proactive strategies. It facilitates
the development of an operational (causal) mental model of the issue.
How to…
• Select 1 (or more) variable(s) that captures the issue you wish to describe
• Normalize if possible (e.g. %s, averages, $/person, output/$)
• Draw the trend line(s)
• Highlight stories/events…
✴ Times when something happened to cause the issue to get better
✴ External events
✴ Places where interventions were tried
✴ Other
2 © 2017 Pontifex Consulting
http://healthblog.ncpa.org/obamacares-effect-on-uninsured-is-trivial/
Applied Systems THINKING
Behavior Over Time Graphs – Types and Tips
BOTGs – Stakeholder Interest Diagram
Purpose
The purpose of Stakeholder Interest Diagrams is to understand and communicate the
landscape of issues / interests from – and across – a broad constituency.
How to…
• Map the stakeholder landscape
• Determine 1-2 trend over time graphs that “speak to” each group
• Speaking to can be…
✴ The pain if the issue continues
✴ The benefit of implementing a proposed solution
✴ Other
3 © 2017 Pontifex Consulting
The Big
Kahuna
Issue
Stakeholder
Group A
Stakeholder
Group B
Stakeholder
Group C
Stakeholder
Group D
Applied Systems THINKING
Behavior Over Time Graphs – Types and Tips
BOTGs – Projecting Goals & Initiative Impacts Graph
Purpose
The purpose of Projecting Goals & Initiative Impacts Graphs is to visualize the different
goals and trajectories propose for future interventions
How to…
• Select 1 (or more) variable(s) that captures the issue you wish to describe
• Draw the trend line(s)
• Highlight stories/events…
✴ Describe how the intervention is causing the hypothesized future curve
✴ Seriously consider worse before better as one potential future! (or better
before worse!)
4 © 2017 Pontifex Consulting
1.Persons A-C all believe
the initiative can achieve
about a 75% participation
rate. However, they
disagree dramatically on
what will happen to get
there. A thinks it will
happen quickly and level
off, B thinks it’s a steady
increase, and C thinks
there might be a “worse
before better” dynamic
2.Person D thinks it’s
impossible to achieve
more than 50% and thinks
it will happen after about 2
years and level off
Applied Systems THINKING
Behavior Over Time Graphs – Types and Tips
BOTGs – Leading / Lagging Indicators Graph
Purpose
The purpose of Leading / Lagging Indicators Graphs is to visualize the trajectories of
variables in a way to tell a more “causal story” and identify leading indicators
How to…
• Select 2 (or more) variables that capture the issue you wish to describe
• Draw the trend line(s)
• See if you can identify variables that move first, that indicate they are “leading
indicators”
5 © 2017 Pontifex Consulting
An initial influx of
grant funding (budget
available) allows the
stakeholders to get
engaged, the main
leading indicator.
This then drives
ability to attract local
“sustaining”
funding…the next
leading indicator.
And ultimately,
system performance
improves… the
lagging indicator.
Applied Systems THINKING
The Systems THINKING Questions
Overview
You can apply the Systems THINKING Mindset to your most important issues. The Mindset
improves any process (e.g. strategic planning, process improvement, lean/agile development,
and collective impact). It’s not an add-on, something additional to do. It doesn’t require a1
different process than one you’re following; it is an enabling competency to make your chosen
process achieve better results. It is particularly helpful in dealing with wicked, complex problems
– problems referred to as adaptive challenges.2
Adopting the Systems THINKING Mindset improves your ability (in any activity) to achieve
higher leverage impact. Achieving high leverage means:
• Fundamentally improving system performance with the minimum investment of
resources (time, money, effort)
• Avoiding negative unintended consequences
• And where possible, simultaneously solving several issues
There are four goals (and inquiry behaviors) to the Systems THINKING Mindset
• Expand Your Field of Vision
• Focus on the Physics
• Search for Leverage
• Build a Shared, Useful Picture
Build a Shared, Useful Picture
This element means to move away from making rigid
decisions in a vacuum and instead develop understanding
through collaborative learning. And to understand that we’ll
never have the full, complete truth – it is statistically,
scientifically impossible – but will need to constantly adjust
our thinking as we learn more about the world. The purpose is
to build collective understanding, seeing the same thing. The
fundamental question is: How can we learn together – and
improve that learning – as rapidly as possible?
Expanding Your Field of Vision
This element of the ST Mindset moves the focus away from a
short term, “what’s in front of us” perspective by recognizing
that we’re not getting the full picture, that we may be missing
something. Instead, we analyze over expanded ranges of
It seems since the beginning of time, organizations become enamored with the process du jour. We’ve seen TQM,1
reengineering, lean engineering, six sigma, and Kotter’s leading change process. In the public sector we have
collective impact and emergent strategy. The reason many of these fail to achieve desired improvement isn’t because
the process / approach is ineffective, but that those implementing lack a systemic approach to following them. In our
experience the missing ingredient is a set of enabling capacities for adaptive learning; one of these capacities
includes a Systems THINKING mindset. This document focuses on the application of the Systems THINKING
mindset.
Adaptive challenges were first described by Ron Heifetz as problems without a clear diagnosis (are messy,2
complex), don’t have a routine or agreed-upon solution, and lack an obvious expert. Refer to Leadership without Easy
Answers, Heifetz, R.
1 © 2017
Applied Systems THINKING
The Systems THINKING Questions
time (longer temporal dimension), and space (broader spatial
dimension…e.g. beyond our department, organization, or
discipline). Doing so improves our ability to see how this issue
relates to issues others may be experiencing. The
fundamental question is: What am I missing?
Focusing on the Physics
This element moves the analysis away from correlational,
complex, abstract thinking and toward developing a rigorous,
comprehensive, causal theory about the issue. The
fundamental question is: How does this work?
Search for Leverage
Often there is a place in a system where with a little exertion or
intervention, performance will begin to improve. Usually we are
pulling the wrong levers while thinking they are high leverage.
Sometimes we may be pulling the right ones but in the wrong
way. Searching for leverage is an unreserved, determined3
search for the place where there’s a chance to fundamentally
improve performance. The fundamental question is: Where
can I intervene to create maximum improvement?
The Mindset & Inquiry Behaviors
In conclusion, the mindset results in a particular form of analysis – a specific type of inquiry –
that manifests through four major areas of questioning.
Purpose Mindset Inquiry Behaviors
Learn Build a Shared, Useful Picture How can we learn together – and improve that
learning – as rapidly as possible?
Frame the Issue Expand Your Field of Vision What am I missing?
Develop Insight Focus on the Physics How does this work?
Have Impact Search for Leverage Where can I intervene to create maximum
improvement?
Frame the Issue Expand Your Field of Vision What am I missing?
A classic example is developing demand for a product or service. In business that might occur when using price for3
business growth. Often organizations feeling a cash crunch will reduce price to increase demand. But if capacity is an
issue, this can sometimes create so much demand that can’t be filled the organization will eventually frustrate
customers by lower quality or longer fulfillment times. Raising price is counterintuitive! But raising price can increase
revenue, while simultaneously slowing demand to a manageable pace. This gives time to increase capacity so that
eventually lowering price could increase demand and sales…and the organization would have the capacity to meet
the demand. This is a far more sustainable strategy. But it requires pulling the right lever in an unconventional way.
2 © 2017
Applied Systems THINKING
The Systems THINKING Questions
The ST Questions
There are many tools to help apply the ST Mindset. These tools include simple and complex
graphs, causal loop maps, stock and flow maps, and simulation models (including learning
labs). Many of the tools require some training (e.g. graphs and maps). Some require years of4
skill building (e.g. simulation models).
For many it seems daunting – or even a waste of time – trying to apply Systems THINKING
because of an unfortunate high level of difficulty in learning and using the tools,. However, we
have found anyone can immediately use a wide range of Systems THINKING questions (ST
Questions) to leverage the power of the mindset…without the tools.
On the following pages are sets of questions you can use to better frame the issue you are
trying to address, determine how to address, and to build a process of collaborative learning.
You can quickly see there are too many questions to use all at once! However, based on your
needs – your current context, including where you are in the process of analysis or strategy
development – you can pick those that are most applicable. We recommend perusing all to
choose the most useful.
Graphs can be simple trend graphs that include how one variable has changed (or will/should)4
change over time). Sometimes they include multiple variables to describe how the variables
relate. Causal maps will show cause and effects between variables, providing a visual
description of the relationships in the system., or they may include several variables.
3 © 2017
Applied Systems THINKING
The Systems THINKING Questions
To better learn…
Build a Useful, Shared Picture: How can we
learn together – and improve that learning – as
rapidly as possible?
Strategic planning processes (most processes actually) are
usually thought of as short term, build the strategy with the
executive team, create the 5 section binder, and go implement it. It’s assumed that execution
will happen and the strategy will lead to the promised land. Few teams reach that land. Why?
Because the real world and strategy isn’t a static, easy to understand place. There are
dynamics unfolding. Things change. And our strategies are usually incomplete and inaccurate.
So, rather than rigidly hold to the strategy or any process, what’s needed is a strategy as
learning process. How can we develop understanding of the world in a way that brings together
diverse perspectives in a useful way? How can we test that understanding before and during
implementation? And how can we modify the strategy when it needs to be…before it’s too late?
These are a few of the questions to address when employing this element of the Systems
THINKING Mindset.
How do we get on the same page?
• What can we do to build same page understanding, to create a shared picture of the issue
and potential solutions?
• Is our understanding clear and unambiguous? What’s needed to make it more so?
• Is it rigorous? Does it contain essential elements of reality? What’s needed to make it more
rigorous/realistic?
How do we build confidence in understanding/insight and strategy?
• How do we build confidence in our theory of how it (the business, the community, the
system) works?
• Are we able to mentally simulate how it works? Can we create a credible story of how
different actions will trace out through the system…and into the future?
• If there appears to be important feedback loops (e.g. vicious cycles or system “push back”),
would we learn more by developing causal loop maps?
• Would we understand more by developing stock and flow maps?
• Should we build a computer simulation model…and would that add enough value to
warrant the effort?
How do we make insight useful?
• How do we keep the shared picture (mental model/explanatory theory) as simple as
possible, but no simpler?
• If we believe we need multiple measures to track, what would be the most important
handful?
• Are there elements of the theory that are part of the reality, but not necessarily a major
factor in explaining the issue or potential solutions? Are there unnecessary complexities in
the theory or strategy that you can remove?

4 © 2017
Applied Systems THINKING
The Systems THINKING Questions
How do we learn as we go?
• How do we develop a plan to evaluate the effectiveness of the strategy?
• What are some leading indicators that will help us evaluate the strategy (changes we would
see soon that indicate longer term improvement will occur…that the strategy is on track)?
• How can we create measures that can be updated regularly? How regularly (in most cases
there’s benefit to greater frequency)?
• How do we determine if the strategy is off track?
• How do we evaluate the reasons for being off track?
• Where is our shared picture inaccurate or incomplete in ways that limit effectiveness?
• How do we adjust our thinking about the issue/strategy? How do we improve it?
5 © 2017
Applied Systems THINKING
The Systems THINKING Questions
To better frame the issue…
Expand the Field of Vision: What are we
missing?
It’s important to make sure we choose the right
issues and skillfully frame the problem of inquiry
before following the typical tendency of knee-jerk problem solving and/or reacting. The
following questions will help make sure you choose the right issues, not overlook places you
should focus, and include all the perspectives needed to build understanding and generate
insight. If this step is skipped over, or even done ineffectively, your efforts will suffer later by
failing to improve performance or creating more (worse?) problems.
Where are we? Where have we been? (Current Reality)
• What are the most significant/troublesome trends (patterns of important system
performance measures)? They can be tangible or intangible, quantitative or qualitative.
• What’s been the trend for each over the past several years?
• How broad a time horizon is useful in order to really understand each? (1 year, 5 years, 10
years, decades?)
• Where are the trends going (especially if left unaddressed)?
• What will be the future price paid if left to continue as expected?
Where do we want to go? (Vision)
• How do we want the future to play out? What’s our desired future trend – dynamic vision?
• What is the long-term goal or outcome change of interest? What system performance do
we want to see?
• If we were to pick one measure to improve in the future, what would it be? And what would
the improvement look like?
• How far into the future do we need to look to see the change we want?
• If we were gathering in the future (5 years? 10 years?) to celebrate achieving “beyond our
wildest dreams” success, what we see that indicates we’ve succeeded?
• What are the more routine aspects of the issue and our vision? More importantly, what are
the more adaptive elements?
How do we see further, expand our view of the issue?
• What other perspectives/stakeholders are concerned about this issue or something related
to it?
• What other trends or system behaviors would these others see as related – perhaps even
more important – to the issue?
• How does this impact more than just our area of interest?
• Think about expanding the area of focus. If we make a change to the issue as we wish,
where else will there be an impact?
• Would this (these) be a positive or negative unintended consequence(s)/impact(s)?
6 © 2017
Applied Systems THINKING
The Systems THINKING Questions
To better develop insight…
Focus on the Physics: How does this work?
Often we employ correlational thinking, comparison thinking or
factors thinking to building understanding and taking action.
What are the major factors associated with this issue? What
seems to correlate with the trends we are seeing? How does
our situation compare to another situation?
Those adopting the Systems THINKING Mindset will instead focus on understanding how
something works. If all the causal connections were drawn, can I understand how this systems
fits together to create the behavior I wish to improve. When modifying or tuning a car to run
more efficiently, it is important to shift focus from the dashboard and look at how the different
sub-systems (engine, drive train, cooling system, etc…) work together. It’s only when you see
where the most leverage in that system of system lies that you are then able to optimize
performance.
How do we create a broad perspective on metrics?
• If we could stop time right now and look at the system – counting or measuring something
– what would we focus on to assess system health?
• What are the important metrics of performance? (think broadly…economic, physical,
social)
How do we identify important conditions and rates of change?
• What’s accumulating? What are the key conditions?
• In what direction are the important accumulations going? Increasing? Decreasing? How
fast?
• Do there appear to be any time delays in the system (places where something happens a
long time after what seems to be a significant cause)?
How do we identify important Reinforcing Loops?
• Is there an obvious virtuous cycle (where things continue to get better and better)?
• Is there a vicious cycle (where things continue to get worse and worse…maybe
accelerating!)?
How do we identify important Balancing Loops?
• Is there a “push back” in the system? How has resistance occurred in the face of attempts
to improve?
• Does the system appear to be trying to stay in equilibrium? Why do you think it does?
7 © 2017
Applied Systems THINKING
The Systems THINKING Questions
To better achieve impact…
Search for Leverage: Where can we
intervene to create maximum
improvement?
In searching for leverage, we are looking for ways to
maximize impact. We aren’t looking to tweak performance marginally in a better direction. We
want to fundamentally improve it. Leverage is a big deal, and yet we rarely talk about it. We get
lost in 5 point plans, and 7 step processes. But the goal should be finding leverage when
dealing with big, hairy, adaptive issues. Here are some questions that help take our
understanding of the physics and convert that into high leverage interventions.
How do we identify previous ineffective interventions?
• Where have there been efforts to improve performance (the system)?
• Often past efforts were applied to the easiest place(s) to influence…or easiest to see…not
necessarily the highest leverage. How do any of the past efforts appear to fit the “easy to
do” or “easy to see” definition?
How do we identify potential high leverage interventions?
• Based on understanding the physics better, where might there be places of leverage you
should consider?
• Can you influence feedback loops to achieve leverage?
• If there is already a major influencing factor contributing, do you need to support it to
improve likelihood of success, dismantle it (having a negative influence), or modify it?
• Previous efforts may have focused on building up a condition or asset (e.g. customers,
supplies, morale), while ignoring what causes losses (e.g. churn, spoilage, morale loss).
What interventions might be effective by focusing on the loss/erosion of a condition/asset?
• Previous efforts may have focused on stemming the loss/erosion of a condition or asset
(e.g. expenses, morbidity/deaths, quitting/attrition), while ignoring what causes build up
(e.g. revenue from developing a superior product, developing chronic disease/incidence,
relative attractiveness of the organization). What interventions might be effective by
focusing on building a condition/asset?
How do we predict how interventions will work?
• It often takes a long time – perhaps years – before the metric you want to influence starts
to improve. What other metrics might you see change in the near term (i.e. leading
indicators)? In the intermediate term (i.e. secondary leading indicators)?
• Have you thought through the various time delays in the system? Which ones are longer
and may require earlier phasing?
8 © 2017
Applied Systems THINKING
The Systems THINKING Questions
• How might the transformation from lower performing to higher performing have different
phases? Which parts of the strategy should you emphasize initially? Later?5
Often strategies only focus on key success factors, assuming they can be implemented with equal emphasis and all5
at once. Instead, strategies are often more effective when timed: Emphasize parts of the strategy now, and different
parts later. It is helpful to evolve the strategy as it unfolds! This is called systemic orchestration. And systemic
orchestration is another important systems competency that is rarely discussed or achieved.
9 © 2017
Chris Soderquist
Pontifex Consulting
PO Box 64
Hanover, NH 03755
(603) 276-0203
chris@findinghighleverage.com
findinghighleverage.com

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