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Page 1: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Quantitative methods

Page 2: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Bike with no hands - Helena Nelson

One look at you and I knewyou’d be able to ride a bike with no hands I tried it, of course, but could never do it.It was written all over your face that you would have practiced, bare legs, bloody knees,in the summer evenings, hours at a timewhen no-one was watching the mishaps, until

casually, coolly, at infinite ease,you’d ride, no handed, surveying the streets,as if you’d been born on a circus bike. I wish - but then, we are what we are.I drive with two hands, walk with both feetfirmly planted on sensible ground. AndI’ve got you. You can ride with no hands.

Page 3: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

What’s up?• Feedback• Quick Climate Update• Intro to quantitative methods – psychometric

tests, questionnaires, surveys, observations• Looking at the MPHS stakeholder

questionnaire • Setting up a Kwiksurvey questionnaire• Presentations• Observing some violent videos• Tutorials

Page 4: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Why sustainability matters

• Community incidents in the UK, most notably flooding – Hull, Tewkesbury

• The impact of climate change - effects on health, fractured communities, the movement of populations

• The role of social work in emergency planning • Human services - working with communities

Page 5: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Why sustainability matters

• Recognise the dissonance in people’s aspirations for higher standard of living rather than quality of life

• Connecting with the relationship between food production and community

• Recognise the way consumerism locks us all into particular groups and options

Page 6: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,
Page 7: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

The place of social work in sustainable development

Ecological questions are seldom seen to concern the social dimension, and, accordingly, to be of direct concern to mainstream social work practice. However, the current ‘socialecological crisis’ demands a major social transition to a sustainable society that touches all dimensions of our lives. So, social work cannot escape this process. This article argues that social work can engage in this transition starting from its social mission and tradition, provided it includes the ecological environment as an important element of practice and develops an ecosocial practice centred on empowerment, social capital formation and resilience building as both a contribution to and part of a process of social-political change.

Page 8: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

IPCC report2013

- increasing carbon

dioxide in the air and

in the oceans and increasing

in the oceans

Page 9: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

IPCC report 2013

Change in average sea level (1986-2005 to 2081-2100)

Page 10: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Modernism• Positivism, empiricism - a stable singular

observable reality• Strong faith in science and that behaviour is

reducible to physics and chemistry• Technological solutions to problems,

industrialisation, victory over nature• Destruction of religious/cultural/class

dogma /power• Humanistic moral force• Research as defined, structured, quantifiable

process – surveys, experiments, observations

Page 11: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Quantitative Methods measuring, theory confirmation, defining

• Experiments• Questionnaires and surveys• Psychometric Scaling and Tests• Quantitative analysis of

documents, video, observation, etc• Analysis of existing data, audits

What are they?

Page 12: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

General Health Questionnaire-12

1. Able to concentrate2. Lost much sleep3. Playing a useful role4. Capable of making decisions5. Constantly under strain6. Could not overcome difficulties7. Enjoy normal activities8. Can face up to problems9. Feeling unhappy and depressed10. Losing confidence11. Thinking of self as worthless12. Feeling reasonably happy

INSTRUCTIONS

We want to know about present and recent complaints, not those you had in the past.

We should like to know if you have any medical complaints, and how your health has been in general, over the past few weeks have you been …..

The world’s most used psychometric tests

Page 13: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Principles of Psychometric Tests• Three important concepts:

– reliability, validity and standardisation are essential criteria for a good psychometric test

• Test standardisation – ensures that the conditions are as similar as possible for all individuals who are given the test.

• Standardisation also ensures that no matter who gives the test and scores it, the results should be the same – i.e. the test is reliable.

• Used for testing skills, attitudes, beliefs, traits • Can you remember doing a psychometric test?

Page 14: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Test Reliability

• Test Reliability – a test must measure the same thing in the same way every time someone takes it

• There are two types of test reliability– Internal consistency reliability – all the parts of

your test questionnaire are reliable throughout (Split half tests using Cronbach’s alpha ())

– Test–retest reliability – the test remains reliable over time (e.g. gives the same result under the same conditions). This is tested by correlation (r)

• A test can be reliable, but not valid

Page 15: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Test Validity• There are four types of test validity:

– Face validity: does your test appear to measure what it purports to measure. Would experts agree that people who score above 3 on the GHQ would will have MI signs

– Concurrent validity: does the GHQ correlate with existing standardised tests of MI?

– Predictive validity: do the results of your test predict future behaviour – good and poor MH outcomes

– Construct validity: if all our hypotheses about the test variables (constructs) are supported then we have a high degree of construct validity

Page 16: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Questionnaires and Surveys1) Surveys are Structured interviews. Face to

face, or telephone/video/internet. A prescribed set of questions, mostly tick-box/numerical, some open ended questions, some opportunity for asking additional questions – Deaf Epidemiological Survey

2) Questionnaires. Mail out, internet or drop offs, or groups of people. Often anonymous. Tick/ numerical, some open questions – Carbon Footprint Questionnaire

3) Audits: These are the analysis of data already in the system. No new questions are created

Page 17: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Question Issues• What types of

questions can be asked and how?

• Demographic vs topic

• How complex will the questions be?

• How long will the questionnaire/ survey be?

Page 18: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Demographic questionsThe big three:

age, gender (including intersex and transgender)culture/ethnicity.

Socio-economic status:• Income (tax brackets/income support levels), • Occupation

1=factory, unskilled;2=clerical, fishing, farming, trades; 3=administrator, professional, technician

Page 19: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Demographic questions - 2Socio-economic status (continued):• Employment (full-time, part-time, student,

not working, on the benefit),• Education (SC, UE/bursary, tertiary cert,

diploma, degree)• Family: partners, dependants, responsibilities• Health: disabling conditionsBeliefs: religion, political affiliation, sexual

orientationWhy is it important to collect demographic

data?

Page 20: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Developing your questions - 1 Managing bias. • The researchers – how easy is it to disprove

your hypothesis, theory, bias?• The participants – will the subject and the

questions put off the participant?Opening questions.• Simple • Key open ended questions to get

uninfluenced “off the top of my head” answers.

Page 21: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Developing your questions - 2Response option lists. (forced choice)

MPHS BBQ questionnaire

1) How did you find out about the BBQ today?

Yes Noread the leaflet    neighbour told me    friend or relative told me    saw that something was happening and came along    

Page 22: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Developing your questions - 3Rating questions (likert scales)Did your mental health change because of the

help you got from the hospital or the service(s)? 1=much better; 2=better; 3=didn’t change/not

sure; 4=worse; 5=much worse• What to do about don’t know/not sure/did not

answer responses• Rating option lists – putting in an “other”

option space• Question Matrices

Page 23: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Developing your questions - 3The matrix

Page 24: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Developing your questions - 4

• Putting it all together on Kwiksurvey here

The comment question

5) What would make your street or neighbourhood a better place to live? 

            

Page 25: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

3 Community health 3c. Where did the mental 3e. Did your mental health professionals/services health consultation(s) mainly improve because of the (other than overnight take place? help you got?services). place =

clinicsurgery,office, orrooms

1 GP or Doctor If>0 If>02 Visiting nurse (Community, District, Plunket) If>0 If>03 Community mental health service If>04 Community drug and alcohol (D&A) service If>05 Psychiatrist* If>06 Psychologist* If>07 Counsellor (include psychotherapists)* If>08 Social worker If>0 If>09 Deaf Association Service Coordinator If>0 If>010 Employment or occupational service (eg. If>0 If>0

work experience, Workbridge, NZES)11 Accommodation or housing service (eg. If>0 If>0

Housing New Zealand, rest homes) 12 Maori health service (eg. marae health If>0 If>0

service, Tohunga, spiritual healer)13 Alternative health service (eg. use of herbal If>0 If>0

and natural medicines, acupuncturist, chiropractor, spiritual healer)

14 Interpreter or communicator on their own for If>0 If>0

advice or discussion of problems (do not include social or friendship meetings)

15 Other health professional (eg. audiologist If>0 If>0

physiotherapist, optician, obstetrician,ear, nose and throat specialist)

(please circle which professionals you have been to or write their professions down if they are not in the list____________________________________________)

*Differences between a psychiatrist, a psychologist and a counsellor are 1) psychiatrists prescribe medication for mental health problems, the others do not; 2) Sessions with psychologists and counsellors are

usually longer than with psychiatrists (one hour compared with less than half an hour). 3) Psychologists use more cognitive and behavioural techniques to help you control your thoughts and behaviours

occasio

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ime

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ays

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If you have seen a mental health or D&A professional while using a community mental health or D&A service, do not count them again under their specific profession (eg nurse, social worker, psychiatrist).

never

3d. Was there an interpreter or communicator present?

3b. When you saw a health professional, were there times when you were feeling these things? (Show illness list) How many times?

3a. Over the past 12 months how many times have you consulted with the following people or services about your health?

At

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ir p

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At

an

oth

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pe

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Huge Matrix question

Page 26: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Developing your questions - 4• “Why” questions sparingly used after key

options questions – comment questions • Mopping up questions. Solutions, answers,

ideas, “anything else you want to say”• Reliability checks.

• Check response patterns for rigidity• Vary direction of rating responses• Set up correlating questions• Set up some very unlikely options

Page 27: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Strengths of Questionnaires• Good for measuring attitudes and eliciting other content

from research participants • Inexpensive (especially mail questionnaires and group-

administered questionnaires) • Can be administered to large probability samples • Quick turnaround from data collection to report• Can be administered to groups • Perceived anonymity by respondents is high • Moderately high measurement validity for well-

constructed and well-tested questionnaires • Low dross rate for closed-ended questionnaires • Ease of data analysis for closed-ended items

Page 28: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,
Page 29: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

• May need validation and may have poor reliability • Must be kept short • Often has missing data, particularly to open ended

questions • Possible reactive effects (e.g. response sets, social

desirability, dislike of questionnaires) • Failure to reach certain groups – low SES, low literacy• Response rates generally low for mail questionnaires • Open-ended answers are vague or reflect differences in

verbal ability, obscuring the issues of interest • Data analysis sometimes time-consuming for open-

ended items

Weaknesses of Questionnaires

Page 30: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,
Page 31: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

METHODS OF OBSERVATION

Page 32: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Observational dimensions• Perspective (Degree of training) - unless we

prepare we won’t observe• System level - macro to micro. System -

interaction - behaviour - physiological event• Aspect - presence/absence, quantitative

(duration, frequency, intensity), qualitative (beauty, likeability, skilfulness), meaning.

• Analysis level - one small feature/moment of time through to ongoing total picture

• Context in time - antecedents, behaviours, consequences

Page 34: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Violent Movies

Page 35: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Methods of observation• Narrative recording - record everything - text

record, tape, video tape. “I just wanted to talk about the transition through

this hump [in the development of groups] here, which happens at around about the one year period. To work out what these groups are doing over here which is more about service and being there for people who might come and go. Umm, which resonates for me because um ……”

Page 36: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Methods of observation• Event recording - record all instances of a

particular behaviour or eventWord category CountI (or) {me, my, myself, own, mine. . . } 133group (or) {groups, member. . . teams} 113man (or) {men/s, guy, he, male. . .} 96people (or) {person, anyone, both.. . } 61children (or) {boy, family, divorce, schools} 18friend (or) {buddy, gunners, mate. . .} 13women (or) {she, girls, postnatal} 6

Page 37: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Methods of observation• Interval recording. Count of specified

events/ interval over a a set number of intervals

Page 38: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

counsellor/client interaction

0

10

20

30

40

50

60

1 11 21 31 41 51

minutes

culm

ula

tive

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als

w

he

n t

alk

ing

ob

serv

ed

client

counsellor

Page 39: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Methods of Observation • Time sampling - Instead of recording over

the whole period of interest observation is done over one or more short periods

Counsellor/client interaction

012345

beginning middle end

5 min time sample interval

min

ute

s ta

lkin

g

pre

sen

t

client

counsellor

Page 40: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Methods of Observation

• Sequential act coding - Behaviours are defined and behavioural sequences are recorded.

Counsellor: l=listening, r=reflecting, o=offering options, i=interrupting, f=affirming

client: d=describing, q=questioning, p=repeating, t=tearful,

Possible sequence: dlqrdrtfqlprpiqo…… t f 80%, q o 25%, p i 15%

Page 41: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Methods of observation

• 1st level: counts presence or absence of an event

• 2nd level quantitative recording – focus measurable aspect such as duration or intensity.~ Counsellor talks for 13/55 minutes~ Client talks for 40/55 minutes~ 2/55 minutes silence

• 2nd level qualitative - degree of engagement

Page 42: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Methods of observation• Environmental mapping - measuring an aspect

of environment as a predictor of behavioural patterns.

Page 43: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

% of programmes with moderate to extreme pain

0%

20%

40%

60%

80%

TV1TV2

TV3TV4

Prime

Sky1

Sky M

ovies

Nickelo

deon

Total

Channels

%

of

pro

gram

mes

adult viewing time

children's viewing time

Moderate to extreme pain

Page 44: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Environmental mapping

Page 45: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Key surveys into the impact of TV

• Infant TV watching and ADHD• Infant watching and Autism• TV watching in children and obesity and

diabetes• TV watching in children and educational

achievement.• TV watching and criminal convictions for

violent behaviour

Page 46: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Strengths of Observational Data

• Allow one to directly see what people do without having to rely on what they say they do

• Allow relatively objective measurement of behavior • Can be used with participants with weak verbal skills • Good for description • Can give access to contextual factors operating in

natural social settings • Moderate degree of realism (when done outside of

the laboratory)

Page 47: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

• Reasons for behavior possibly unclear • Possible reactive and investigator effects when

respondents know they are being observed • Possibility of observer being biased (e.g.,

selective perception) • Possibility of observer "going native" (i.e., over

identifying with the group being studied) • Interpretive validity possibly low

Weaknesses of Observational Data-1

Page 48: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Weaknesses of Observational Data-2• Cannot observe large populations • Unable to observe some content of interest

Dross rate possibly moderately high • More expensive to conduct than

questionnaires and tests • Data analysis sometimes time-consuming

Page 49: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Television Effects

Page 50: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

NZ2003 TV Violence study

0

2

4

6

8

10

12

14

16

Channel

Inci

den

ts/h

our

Page 51: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

NZ2003 TV Violence study

Page 52: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

NZ2003 TV Violence study

0%

20%

40%

60%

80%

Channels

% o

f pr

ogra

mm

es

adult viewing time

children's viewing timeDeath

Page 53: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,
Page 54: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

NZ2003 TV Violence study

0%

20%

40%

60%

80%

Channels

%

of

pro

gram

mes

adult viewing time

children's viewing time

Moderate to extreme pain

Page 55: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

NZ2003 TV Violence study

0%

20%

40%

60%

80%

100%

Channels

% o

f pr

ogra

mm

es

adult viewing time

children's viewing time

Moderate to extreme harm

Page 56: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

NZ2003 TV Violence study

0%

20%

40%

60%

80%

100%

Channels

% o

f pr

ogra

mm

es

adult viewing time

children's viewing timeModerate to extreme likely harm

Page 57: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Graphicness of the violence• Presence of blood; Close-up of injuries • Close-up of action; • Slow motion used with fighting• Drawn out fight sequences.• Drawn out aftermath; Replays of violence • Sounds of injury occurring • Powerful presentations of pain • Threatening, frightening music • Threatening, frightening visual environment • Accompanying narration that describes pain,

injury, fear, etc

Page 58: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

NZ2003 TV Violence study

0%

10%

20%

30%

40%

Channels

% o

f p

rogr

amm

es

adult viewing time

children's viewing timeAt least 10 instances of graphicness

Page 59: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

NZ2003 TV Violence study

0

3

6

9

12

15

NTVS (US)1997

NTVS (US)simulation

BSC (UK)2001

BSC (UK)simulation

CMPA (US) 2002

CMPA (US)simulation

NZ2003

International Content Analyses

Inci

den

ts/h

our

Page 60: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

NZ2003 TV Violence study

0

2

4

6

8

10

12

Massey drama1991

Massey dramasimulation

2003

Media Watch1990

Media Watch1992

Media Watch1995

Media watchsimulation

2003

New Zealand Drama Content Analyses

Inci

dent

s/ho

ur

Page 61: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

Episodes of violence per hour

0

2

4

6

8

10

1 2 3 4 5 6 7 8 9 10 11 1982 1983 1984 1986 1988 1989 1990 1992 1995 2003

Page 62: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,
Page 63: Quantitative methods. Bike with no hands - Helena Nelson One look at you and I knew you’d be able to ride a bike with no hands I tried it, of course,

The importance of enhancing whānaungatanga (the feeling of close connection as between kin)

between students at Unitec Waitakere