Kāinga/Rangi/Could MBTI be coupled with Spiral Dynamics?

Could MBTI be coupled with Spiral Dynamics?

We received this question after the publication of articles Simple SDTEST^® Gives Great Possibilities and Mathematical Psychology. The Myers-Briggs Type Indicator (MBTI) and Spiral Dynamics are two systems that categorize personality traits and motivational values, respectively. This article is dedicated to answering this question. It will show with a real example how to use the SDTEST^® V.U.C.A. poll designer.

Brief Overviews of the Systems

MBTI categorizes personality into 16 types based on preferences across four dichotomies: Extraversion/Introversion, Sensing/Intuition, Thinking/Feeling, and Judging/Perceiving. It has been extensively validated and applied in career development, leadership, and team-building.

Spiral Dynamics maps the evolution of motivational value systems in a spectrum of colors or levels, from basic survivalist Beige to holistic-minded Turquoise. It builds on Clare Graves' theory of levels of human existence and has been used extensively in organizational development and coaching. SDTEST^®has 83901 results from 170 countries, results clustered into 7931 unique motivational patterns.

While both systems group people into "types", MBTI reflects non-hierarchical preferences while Spiral Dynamics depicts hierarchical development.

Possible Connections Between the Systems

Some relationships could potentially be theorized between MBTI types and Spiral levels based on apparent similarities in focus:

Intuitive types (N) may gravitate toward the holistic Yellow and Turquoise levels.
Sensing types (S) match the practical Red and Blue levels.
Thinking types (T) resonate with the objective, logical Orange level.
Feeling types (F) align with the harmonic Green level.

So Intuitive, Feeling types like INFJ could speculatively be associated with later Green and Yellow Spiral levels, while Sensing, Thinking types such as ISTJ fit earlier Blue and Orange levels.

Studying the correlation between Spiral Dynamics developmental stages and MBTI personality types could potentially yield some useful insights, but it also has limitations:

Potential benefits:

Seeing relationships between motivational values and personality preferences - e.g., Achiever Orange correlated with Thinking preference
Understanding interactions between developmental level and type - e.g., how INFJs may express differently at different Spiral levels
Explaining tensions within types via value differences - e.g., INTJs driven by power versus achievement
Mapping types/functions to transitional stages - e.g., Intuition in late Orange, Feeling in early Green

Limitations:

Differences in goals and validation of the two systems
Individuals express both multiple values and multifaceted personalities
Correlations may reinforce stereotypes about both frameworks

Intriguing connections may emerge, directly linking MBTI types to Spiral Dynamics levels.

The SDTEST^® V.U.C.A. poll designer

The SDTEST^® V.U.C.A. poll designer is as simple as Google Forms. Watch this two-minute video to get acquainted and compare. The main difference of the SDTEST® V.U.C.A. poll designer is the presence of an independent multilingual UI for changing the site language and poll form. If, for example, your primary site language is English, and you do the poll in 6 international UN languages, then you only need to use the language change window for the poll form. If you are doing this work together with colleagues whose primary language is Arabic, Chinese, Spanish, German, French, or other languages, then for their convenience, they can change the language of the site.

Create and share your Poll (MBTI)

Now you know the functionality of the Designer, and you can create your own, for example, MBTI.

We invite you to look “under the hood” of the poll Psychological Wellbeing (by Carol D. Ryff) we have already created. Developed by psychologist Carol D. Ryff, the 42-item Psychological Wellbeing (PWB) Scale. Source: Ryff, Carol D., Psychological Well-Being Revisited: Advances in Science and Practice, NIH Public Access, Psychother Psychosom, Vol.83, No.1, Pp.31, (2014). Watch the next two-minute video.

Now you need to share the link to your survey, and survey participants choose the language in which they are comfortable answering the questions. Watch the next one-minute video.

Poll results and their analysis

We do not have the results of the MBTI poll, so for example, we will use the poll “Psychological Wellbeing (by Carol D. Ryff)“ we used above.

Below you can read an abridged version of the results of our VUCA poll “Psychological Wellbeing (by Carol D. Ryff)“. The full version of the results is available for free in the FAQ section after login or registration.

Te oranga hinengaro

Ngā tūtohi Ine

VUCA

uara Critical o te whakarea te faatanoraa

Tohatoha noa, na William Sealy Gospes (akonga) r = 0.05

Ko te tohatoha noa, na te taote r = 0.002

Whakaatuhia anake nga hua > r = 0.05

Whakaratonga	Kore noa	Tonu	Kore noa	Tonu	Tonu	Tonu	Tonu	Tonu
Nga paatai katoa Nga paatai katoa 1) Motuhake (pehea te whakaae ki a koe, kaore ranei?) 2) Te Taiao Taiao (He pehea te whakaae ki a koe, kaore ranei?) 3) Te tipu whaiaro (e hia tau e whakaae ana, e whakaae ana ranei?) 4) Whanaungatanga pai ki etahi atu (he aha te whakaae ki a koe, kaore ranei?) 5) Te kaupapa i roto i te koiora (pehea te whakaae ki a koe, kaore ranei?) 6) Te whakaaetanga whaiaro (pehea te whakaae ki a koe, kaore ranei?)
1) Motuhake (pehea te whakaae ki a koe, kaore ranei?)
Answer 1	-	Negative ngoikore -0.0687	Pai ngoikore 0.0639	Negative ngoikore -0.0459	Pai ngoikore 0.0437	Negative ngoikore -0.0356	Negative ngoikore -0.0132	Pai ngoikore 0.0431
Answer 2	-	Negative ngoikore -0.0169	Negative ngoikore -0.0331	Pai ngoikore 0.0245	Pai ngoikore 0.0303	Negative ngoikore -0.0071	Negative ngoikore -0.0315	Pai ngoikore 0.0153
Answer 3	-	Pai ngoikore 0.0468	Negative ngoikore -0.0264	Pai ngoikore 0.0121	Negative ngoikore -0.0415	Pai ngoikore 0.0037	Pai ngoikore 0.0569	Negative ngoikore -0.0353
Answer 4	-	Pai ngoikore 0.0496	Negative ngoikore -0.0115	Pai ngoikore 0.0249	Negative ngoikore -0.0003	Negative ngoikore -0.0132	Negative ngoikore -0.0526	Pai ngoikore 0.0141
Answer 5	-	Negative ngoikore -0.0055	Negative ngoikore -0.0100	Negative ngoikore -0.0119	Negative ngoikore -0.0155	Pai ngoikore 0.0706	Pai ngoikore 0.0492	Negative ngoikore -0.0737
Answer 6	-	Pai ngoikore 0.0620	Negative ngoikore -0.0277	Pai ngoikore 0.0461	Negative ngoikore -0.0339	Pai ngoikore 0.0089	Negative ngoikore -0.0224	Negative ngoikore -0.0188
Answer 7	-	Pai ngoikore 0.0184	Pai ngoikore 0.0318	Negative ngoikore -0.0328	Negative ngoikore -0.0602	Pai ngoikore 0.0157	Pai ngoikore 0.0241	Pai ngoikore 0.0231
Motuhake (pehea te whakaae ki a koe, kaore ranei?)
Answer 8	-	Pai ngoikore 0.0049	Pai ngoikore 0.0281	Pai ngoikore 0.0235	Negative ngoikore -0.0214	Negative ngoikore -0.0283	Negative ngoikore -0.0874	Pai ngoikore 0.0789
Answer 9	-	Negative ngoikore -0.0605	Negative ngoikore -0.0082	Pai ngoikore 0.0174	Pai ngoikore 0.0438	Negative ngoikore -0.0074	Pai ngoikore 0.0129	Negative ngoikore -0.0158
Answer 10	-	Negative ngoikore -0.0404	Negative ngoikore -0.0406	Negative ngoikore -0.0520	Negative ngoikore -0.0050	Pai ngoikore 0.0119	Pai ngoikore 0.0611	Pai ngoikore 0.0373
Answer 11	-	Pai ngoikore 0.0353	Pai ngoikore 0.0314	Pai ngoikore 0.0123	Negative ngoikore -0.0001	Negative ngoikore -0.0314	Pai ngoikore 0.0217	Negative ngoikore -0.0431
Answer 12	-	Pai ngoikore 0.0361	Pai ngoikore 0.0079	Negative ngoikore -0.0414	Pai ngoikore 0.0246	Pai ngoikore 0.0409	Pai ngoikore 0.0152	Negative ngoikore -0.0683
Answer 13	-	Pai ngoikore 0.0555	Negative ngoikore -0.0324	Pai ngoikore 0.0474	Negative ngoikore -0.0622	Pai ngoikore 0.0237	Negative ngoikore -0.0090	Negative ngoikore -0.0107
Answer 14	-	Pai ngoikore 0.0608	Pai ngoikore 0.0332	Negative ngoikore -0.0080	Negative ngoikore -0.0131	Pai ngoikore 0.0110	Negative ngoikore -0.0020	Negative ngoikore -0.0435
Motuhake (pehea te whakaae ki a koe, kaore ranei?)
Answer 15	-	Pai ngoikore 0.0697	Pai ngoikore 0.0195	Pai ngoikore 0.0334	Negative ngoikore -0.0579	Pai ngoikore 0.0459	Negative ngoikore -0.0255	Negative ngoikore -0.0540
Answer 16	-	Pai ngoikore 0.0569	Pai ngoikore 0.0217	Pai ngoikore 0.0311	Pai ngoikore 0.0262	Negative ngoikore -0.0173	Negative ngoikore -0.0305	Negative ngoikore -0.0591
Answer 17	-	Negative ngoikore -0.0199	Negative ngoikore -0.0145	Negative ngoikore -0.0320	Pai ngoikore 0.0714	Pai ngoikore 0.0116	Pai ngoikore 0.0186	Negative ngoikore -0.0485
Answer 18	-	Negative ngoikore -0.0145	Pai ngoikore 0.0095	Negative ngoikore -0.0322	Negative ngoikore -0.0148	Pai ngoikore 0.0038	Negative ngoikore -0.0080	Pai ngoikore 0.0511
Answer 19	-	Pai ngoikore 0.0134	Pai ngoikore 0.0376	Negative ngoikore -0.0215	Negative ngoikore -0.0196	Negative ngoikore -0.0244	Pai ngoikore 0.0554	Negative ngoikore -0.0150
Answer 20	-	Negative ngoikore -0.0419	Negative ngoikore -0.0400	Pai ngoikore 0.0151	Pai ngoikore 0.0061	Negative ngoikore -0.0603	Pai ngoikore 0.0341	Pai ngoikore 0.0598
Answer 21	-	Negative ngoikore -0.0453	Negative ngoikore -0.0212	Pai ngoikore 0.0136	Negative ngoikore -0.0541	Pai ngoikore 0.0532	Negative ngoikore -0.0429	Pai ngoikore 0.0683
Motuhake (pehea te whakaae ki a koe, kaore ranei?)
Answer 22	-	Negative ngoikore -0.0335	Pai ngoikore 0.0325	Pai ngoikore 0.0076	Negative ngoikore -0.0525	Negative ngoikore -0.0128	Negative ngoikore -0.0315	Pai ngoikore 0.0836
Answer 23	-	Negative ngoikore -0.0509	Negative ngoikore -0.0147	Pai ngoikore 0.0072	Pai ngoikore 0.0078	Negative ngoikore -0.0073	Pai ngoikore 0.0031	Pai ngoikore 0.0322
Answer 24	-	Pai ngoikore 0.0497	Negative ngoikore -0.0533	Negative ngoikore -0.0093	Pai ngoikore 0.0633	Negative ngoikore -0.0291	Pai ngoikore 0.0581	Negative ngoikore -0.0743
Answer 25	-	Pai ngoikore 0.0169	Pai ngoikore 0.0187	Pai ngoikore 0.0029	Negative ngoikore -0.0142	Negative ngoikore -0.0167	Negative ngoikore -0.0151	Pai ngoikore 0.0169
Answer 26	-	Negative ngoikore -0.0010	Negative ngoikore -0.0144	Negative ngoikore -0.0122	Negative ngoikore -0.0109	Pai ngoikore 0.0652	Negative ngoikore -0.0173	Negative ngoikore -0.0149
Answer 27	-	Pai ngoikore 0.0538	Pai ngoikore 0.0150	Negative ngoikore -0.0019	Pai ngoikore 0.0157	Pai ngoikore 0.0683	Negative ngoikore -0.0090	Negative ngoikore -0.1152
Answer 28	-	Pai ngoikore 0.0462	Pai ngoikore 0.0533	Negative ngoikore -0.0097	Negative ngoikore -0.0010	Negative ngoikore -0.0234	Pai ngoikore 0.0075	Negative ngoikore -0.0329
Motuhake (pehea te whakaae ki a koe, kaore ranei?)
Answer 29	-	Pai ngoikore 0.0961	Pai ngoikore 0.0373	Negative ngoikore -0.0111	Negative ngoikore -0.0277	Pai ngoikore 0.0303	Negative ngoikore -0.0289	Negative ngoikore -0.0546
Answer 30	-	Pai ngoikore 0.0206	Negative ngoikore -0.0268	Pai ngoikore 0.0364	Negative ngoikore -0.0546	Pai ngoikore 0.0305	Pai ngoikore 0.0043	Negative ngoikore -0.0098
Answer 31	-	Negative ngoikore -0.0246	Negative ngoikore -0.0388	Negative ngoikore -0.0081	Negative ngoikore -0.0270	Pai ngoikore 0.0383	Pai ngoikore 0.0057	Pai ngoikore 0.0352
Answer 32	-	Pai ngoikore 0.0377	Pai ngoikore 0.0380	Pai ngoikore 0.0330	Pai ngoikore 0.0040	Negative ngoikore -0.0276	Negative ngoikore -0.0208	Negative ngoikore -0.0338
Answer 33	-	Negative ngoikore -0.0090	Pai ngoikore 0.0110	Negative ngoikore -0.0160	Pai ngoikore 0.0232	Pai ngoikore 0.0290	Negative ngoikore -0.0362	Negative ngoikore -0.0054
Answer 34	-	Pai ngoikore 0.0082	Negative ngoikore -0.0329	Negative ngoikore -0.0385	Pai ngoikore 0.0073	Negative ngoikore -0.0132	Pai ngoikore 0.0555	Pai ngoikore 0.0055
Answer 35	-	Negative ngoikore -0.0807	Pai ngoikore 0.0316	Pai ngoikore 0.0038	Pai ngoikore 0.0627	Negative ngoikore -0.0697	Negative ngoikore -0.0003	Pai ngoikore 0.0332
Motuhake (pehea te whakaae ki a koe, kaore ranei?)
Answer 36	-	Pai ngoikore 0.0848	Pai ngoikore 0.0372	Negative ngoikore -0.0099	Negative ngoikore -0.0620	Pai ngoikore 0.0600	Pai ngoikore 0.0004	Negative ngoikore -0.0694
Answer 37	-	Pai ngoikore 0.0565	Pai ngoikore 0.0234	Pai ngoikore 0.0116	Negative ngoikore -0.0057	Pai ngoikore 0.0097	Negative ngoikore -0.0115	Negative ngoikore -0.0519
Answer 38	-	Negative ngoikore -0.0533	Negative ngoikore -0.0430	Negative ngoikore -0.0148	Pai ngoikore 0.0281	Pai ngoikore 0.0642	Negative ngoikore -0.0014	Negative ngoikore -0.0125
Answer 39	-	Pai ngoikore 0.0271	Negative ngoikore -0.0240	Pai ngoikore 0.0025	Negative ngoikore -0.0152	Negative ngoikore -0.0671	Pai ngoikore 0.0285	Pai ngoikore 0.0519
Answer 40	-	Negative ngoikore -0.0385	Negative ngoikore -0.0261	Negative ngoikore -0.0017	Pai ngoikore 0.0249	Negative ngoikore -0.0242	Pai ngoikore 0.0334	Pai ngoikore 0.0112
Answer 41	-	Negative ngoikore -0.0448	Negative ngoikore -0.0244	Negative ngoikore -0.0113	Pai ngoikore 0.0422	Negative ngoikore -0.0663	Pai ngoikore 0.0113	Pai ngoikore 0.0618
Answer 42	-	Negative ngoikore -0.0256	Pai ngoikore 0.0595	Pai ngoikore 0.0241	Negative ngoikore -0.0204	Pai ngoikore 0.0062	Negative ngoikore -0.0516	Pai ngoikore 0.0185
Motuhake (pehea te whakaae ki a koe, kaore ranei?)
Answer 43	-	Negative ngoikore -0.0539	Pai ngoikore 0.0305	Pai ngoikore 0.0466	Pai ngoikore 0.0168	Negative ngoikore -0.0634	Negative ngoikore -0.0672	Pai ngoikore 0.0740
Answer 44	-	Negative ngoikore -0.0037	Negative ngoikore -0.0438	Negative ngoikore -0.0204	Pai ngoikore 0.0066	Pai ngoikore 0.0204	Pai ngoikore 0.0598	Negative ngoikore -0.0292
Answer 45	-	Negative ngoikore -0.0067	Pai ngoikore 0.0139	Negative ngoikore -0.0280	Negative ngoikore -0.0196	Pai ngoikore 0.0434	Pai ngoikore 0.0319	Negative ngoikore -0.0256
Answer 46	-	Pai ngoikore 0.0485	Negative ngoikore -0.0145	Pai ngoikore 0.0062	Negative ngoikore -0.0172	Pai ngoikore 0.0131	Pai ngoikore 0.0103	Negative ngoikore -0.0345
Answer 47	-	Pai ngoikore 0.0322	Negative ngoikore -0.0096	Negative ngoikore -0.0152	Pai ngoikore 0.0266	Negative ngoikore -0.0021	Pai ngoikore 0.0105	Negative ngoikore -0.0343
Answer 48	-	Pai ngoikore 0.0298	Pai ngoikore 0.0228	Pai ngoikore 0.0011	Pai ngoikore 0.0010	Pai ngoikore 0.0067	Negative ngoikore -0.0430	Negative ngoikore -0.0024
Answer 49	-	Pai ngoikore 0.0451	Pai ngoikore 0.0125	Negative ngoikore -0.0233	Negative ngoikore -0.0323	Pai ngoikore 0.0216	Negative ngoikore -0.0152	Pai ngoikore 0.0077
2) Te Taiao Taiao (He pehea te whakaae ki a koe, kaore ranei?)
Answer 50	-	Negative ngoikore -0.0484	Negative ngoikore -0.0124	Pai ngoikore 0.0115	Pai ngoikore 0.0642	Negative ngoikore -0.0359	Negative ngoikore -0.1000	Pai ngoikore 0.0857
Answer 51	-	Negative ngoikore -0.0093	Negative ngoikore -0.0157	Negative ngoikore -0.0002	Negative ngoikore -0.0174	Pai ngoikore 0.0039	Pai ngoikore 0.0304	Negative ngoikore -0.0003
Answer 52	-	Pai ngoikore 0.0265	Negative ngoikore -0.0474	Negative ngoikore -0.0051	Negative ngoikore -0.0213	Negative ngoikore -0.0034	Pai ngoikore 0.0867	Negative ngoikore -0.0336
Answer 53	-	Pai ngoikore 0.0114	Negative ngoikore -0.0010	Negative ngoikore -0.0118	Negative ngoikore -0.0098	Negative ngoikore -4.57E-5	Negative ngoikore -0.0123	Pai ngoikore 0.0293
Answer 54	-	Pai ngoikore 0.0136	Pai ngoikore 0.0401	Pai ngoikore 0.0116	Negative ngoikore -0.0098	Pai ngoikore 0.0154	Negative ngoikore -0.0003	Negative ngoikore -0.0479
Answer 55	-	Pai ngoikore 0.0427	Pai ngoikore 0.0105	Negative ngoikore -0.0121	Negative ngoikore -0.0091	Pai ngoikore 0.0638	Pai ngoikore 0.0039	Negative ngoikore -0.0797
Answer 56	-	Pai ngoikore 0.0089	Pai ngoikore 0.1191	Negative ngoikore -0.0005	Negative ngoikore -0.0382	Negative ngoikore -0.0098	Pai ngoikore 0.0118	Negative ngoikore -0.0390
Te Taiao Taiao (He pehea te whakaae ki a koe, kaore ranei?)
Answer 57	-	Pai ngoikore 0.0723	Pai ngoikore 0.0951	Pai ngoikore 0.0514	Negative ngoikore -0.0877	Pai ngoikore 0.0049	Negative ngoikore -0.0408	Negative ngoikore -0.0315
Answer 58	-	Pai ngoikore 0.0671	Pai ngoikore 0.0355	Negative ngoikore -0.0388	Negative ngoikore -0.0224	Pai ngoikore 0.0096	Pai ngoikore 0.0738	Negative ngoikore -0.0783
Answer 59	-	Negative ngoikore -0.0136	Negative ngoikore -0.0298	Pai ngoikore 0.0189	Negative ngoikore -0.0016	Negative ngoikore -0.0027	Pai ngoikore 0.0181	Negative ngoikore -0.0028
Answer 60	-	Pai ngoikore 0.0048	Negative ngoikore -0.0297	Negative ngoikore -0.0010	Negative ngoikore -0.0005	Pai ngoikore 0.0078	Pai ngoikore 0.0040	Pai ngoikore 0.0063
Answer 61	-	Negative ngoikore -0.0057	Pai ngoikore 0.0215	Pai ngoikore 0.0026	Pai ngoikore 0.0176	Negative ngoikore -0.0117	Negative ngoikore -0.0200	Negative ngoikore -0.0019
Answer 62	-	Negative ngoikore -0.0518	Negative ngoikore -0.0811	Pai ngoikore 0.0084	Pai ngoikore 0.0036	Pai ngoikore 0.0046	Pai ngoikore 0.0113	Pai ngoikore 0.0570
Answer 63	-	Negative ngoikore -0.0550	Pai ngoikore 0.0082	Negative ngoikore -0.0278	Pai ngoikore 0.0717	Negative ngoikore -0.0111	Negative ngoikore -0.0608	Pai ngoikore 0.0461
Te Taiao Taiao (He pehea te whakaae ki a koe, kaore ranei?)
Answer 64	-	Pai ngoikore 0.0664	Pai ngoikore 0.1082	Pai ngoikore 0.0270	Negative ngoikore -0.0836	Pai ngoikore 0.0104	Negative ngoikore -0.0383	Negative ngoikore -0.0264
Answer 65	-	Pai ngoikore 0.0140	Pai ngoikore 0.0662	Negative ngoikore -0.0064	Negative ngoikore -0.0418	Pai ngoikore 0.0215	Pai ngoikore 0.0189	Negative ngoikore -0.0378
Answer 66	-	Pai ngoikore 0.0543	Negative ngoikore -0.0421	Pai ngoikore 0.0002	Negative ngoikore -0.0175	Pai ngoikore 0.0096	Pai ngoikore 0.0187	Negative ngoikore -0.0179
Answer 67	-	Pai ngoikore 0.0099	Pai ngoikore 0.0383	Negative ngoikore -0.0093	Negative ngoikore -0.0164	Negative ngoikore -0.0370	Pai ngoikore 0.0380	Negative ngoikore -0.0022
Answer 68	-	Negative ngoikore -0.0556	Negative ngoikore -0.0355	Negative ngoikore -0.0100	Pai ngoikore 0.0639	Pai ngoikore 0.0015	Pai ngoikore 0.0214	Negative ngoikore -0.0153
Answer 69	-	Negative ngoikore -0.0388	Negative ngoikore -0.0613	Pai ngoikore 0.0441	Pai ngoikore 0.0073	Negative ngoikore -0.0217	Negative ngoikore -0.0139	Pai ngoikore 0.0477
Answer 70	-	Negative ngoikore -0.0467	Negative ngoikore -0.0403	Negative ngoikore -0.0416	Pai ngoikore 0.0754	Pai ngoikore 0.0147	Negative ngoikore -0.0499	Pai ngoikore 0.0439
Te Taiao Taiao (He pehea te whakaae ki a koe, kaore ranei?)
Answer 71	-	Pai ngoikore 0.0156	Negative ngoikore -0.0493	Pai ngoikore 0.0011	Negative ngoikore -0.0177	Pai ngoikore 0.0206	Negative ngoikore -0.0446	Pai ngoikore 0.0574
Answer 72	-	Negative ngoikore -0.0364	Negative ngoikore -0.0653	Pai ngoikore 0.0141	Pai ngoikore 0.0524	Negative ngoikore -0.0065	Negative ngoikore -0.0448	Pai ngoikore 0.0385
Answer 73	-	Pai ngoikore 0.0050	Pai ngoikore 0.0162	Negative ngoikore -0.0073	Negative ngoikore -0.0109	Pai ngoikore 0.0083	Pai ngoikore 0.0242	Negative ngoikore -0.0251
Answer 74	-	Pai ngoikore 0.0403	Pai ngoikore 0.0451	Negative ngoikore -0.0170	Negative ngoikore -0.0233	Negative ngoikore -0.0340	Pai ngoikore 0.0327	Negative ngoikore -0.0087
Answer 75	-	Negative ngoikore -0.0249	Pai ngoikore 0.0226	Negative ngoikore -0.0147	Pai ngoikore 0.0068	Pai ngoikore 0.0059	Pai ngoikore 0.0560	Negative ngoikore -0.0429
Answer 76	-	Pai ngoikore 0.0092	Pai ngoikore 0.0658	Negative ngoikore -0.0056	Negative ngoikore -0.0072	Negative ngoikore -0.0045	Pai ngoikore 0.0268	Negative ngoikore -0.0523
Answer 77	-	Pai ngoikore 0.0133	Pai ngoikore 0.0483	Pai ngoikore 0.0327	Negative ngoikore -0.0369	Pai ngoikore 0.0015	Negative ngoikore -0.0113	Negative ngoikore -0.0200
Te Taiao Taiao (He pehea te whakaae ki a koe, kaore ranei?)
Answer 78	-	Pai ngoikore 0.0415	Pai ngoikore 0.0469	Pai ngoikore 0.0483	Negative ngoikore -0.0791	Negative ngoikore -0.0622	Negative ngoikore -0.0214	Pai ngoikore 0.0607
Answer 79	-	Pai ngoikore 0.0104	Pai ngoikore 0.0574	Pai ngoikore 0.0048	Negative ngoikore -0.0473	Negative ngoikore -0.0292	Pai ngoikore 0.0242	Pai ngoikore 0.0105
Answer 80	-	Pai ngoikore 0.0223	Negative ngoikore -0.0327	Pai ngoikore 0.0164	Negative ngoikore -0.0796	Pai ngoikore 0.0252	Negative ngoikore -0.0002	Pai ngoikore 0.0433
Answer 81	-	Negative ngoikore -0.0177	Pai ngoikore 0.0054	Pai ngoikore 0.0055	Negative ngoikore -0.0370	Negative ngoikore -0.0086	Pai ngoikore 0.0391	Pai ngoikore 0.0157
Answer 82	-	Negative ngoikore -0.0327	Negative ngoikore -0.0137	Pai ngoikore 0.0152	Negative ngoikore -0.0080	Pai ngoikore 0.0043	Pai ngoikore 0.0146	Pai ngoikore 0.0031
Answer 83	-	Negative ngoikore -0.0173	Negative ngoikore -0.0602	Negative ngoikore -0.0582	Pai ngoikore 0.0434	Pai ngoikore 0.0368	Pai ngoikore 0.0658	Negative ngoikore -0.0350
Answer 84	-	Negative ngoikore -0.0011	Pai ngoikore 0.0100	Negative ngoikore -0.0112	Pai ngoikore 0.1519	Pai ngoikore 0.0143	Negative ngoikore -0.1077	Negative ngoikore -0.0669
Te Taiao Taiao (He pehea te whakaae ki a koe, kaore ranei?)
Answer 85	-	Negative ngoikore -0.0346	Pai ngoikore 0.0067	Pai ngoikore 0.0033	Pai ngoikore 0.1090	Pai ngoikore 0.0037	Negative ngoikore -0.1214	Pai ngoikore 0.0073
Answer 86	-	Negative ngoikore -0.0281	Negative ngoikore -0.0611	Pai ngoikore 0.0293	Negative ngoikore -0.0121	Negative ngoikore -0.0270	Pai ngoikore 0.0666	Pai ngoikore 0.0108
Answer 87	-	Negative ngoikore -0.0007	Negative ngoikore -0.0015	Negative ngoikore -0.0322	Negative ngoikore -0.0480	Pai ngoikore 0.0171	Pai ngoikore 0.0602	Pai ngoikore 0.0089
Answer 88	-	Pai ngoikore 0.0517	Pai ngoikore 0.0124	Negative ngoikore -0.0273	Negative ngoikore -0.0658	Pai ngoikore 0.0109	Pai ngoikore 0.0185	Pai ngoikore 0.0219
Answer 89	-	Pai ngoikore 0.0501	Pai ngoikore 0.0230	Pai ngoikore 0.0376	Pai ngoikore 0.0074	Negative ngoikore -0.0386	Negative ngoikore -0.0097	Negative ngoikore -0.0424
Answer 90	-	Pai ngoikore 0.0474	Pai ngoikore 0.0402	Negative ngoikore -0.0221	Negative ngoikore -0.0311	Pai ngoikore 0.0279	Negative ngoikore -0.0005	Negative ngoikore -0.0290
Answer 91	-	Negative ngoikore -0.0343	Pai ngoikore 0.0570	Negative ngoikore -0.0072	Negative ngoikore -0.0423	Pai ngoikore 0.0326	Pai ngoikore 0.0114	Negative ngoikore -0.0061
Te Taiao Taiao (He pehea te whakaae ki a koe, kaore ranei?)
Answer 92	-	Pai ngoikore 0.0567	Pai ngoikore 0.0640	Pai ngoikore 0.0111	Negative ngoikore -0.0974	Pai ngoikore 0.0235	Pai ngoikore 0.0320	Negative ngoikore -0.0376
Answer 93	-	Pai ngoikore 0.0103	Pai ngoikore 0.0499	Pai ngoikore 0.0080	Negative ngoikore -0.0399	Negative ngoikore -0.0178	Pai ngoikore 0.0004	Pai ngoikore 0.0123
Answer 94	-	Pai ngoikore 0.0346	Negative ngoikore -0.0195	Negative ngoikore -0.0092	Negative ngoikore -0.0283	Pai ngoikore 0.0049	Pai ngoikore 0.0429	Negative ngoikore -0.0143
Answer 95	-	Negative ngoikore -0.0186	Negative ngoikore -0.0185	Pai ngoikore 0.0262	Pai ngoikore 0.0096	Negative ngoikore -0.0139	Pai ngoikore 0.0175	Negative ngoikore -0.0088
Answer 96	-	Negative ngoikore -0.0054	Negative ngoikore -0.0303	Negative ngoikore -0.0081	Pai ngoikore 0.0019	Negative ngoikore -0.0113	Pai ngoikore 0.0373	Pai ngoikore 0.0038
Answer 97	-	Negative ngoikore -0.0436	Negative ngoikore -0.0336	Negative ngoikore -0.0050	Pai ngoikore 0.0418	Pai ngoikore 0.0031	Negative ngoikore -0.0234	Pai ngoikore 0.0267
Answer 98	-	Negative ngoikore -0.0296	Negative ngoikore -0.0054	Negative ngoikore -0.0165	Pai ngoikore 0.0945	Pai ngoikore 0.0107	Negative ngoikore -0.0925	Pai ngoikore 0.0113
3) Te tipu whaiaro (e hia tau e whakaae ana, e whakaae ana ranei?)
Answer 99	-	Negative ngoikore -0.0445	Negative ngoikore -0.1262	Negative ngoikore -0.0003	Negative ngoikore -0.0046	Negative ngoikore -0.0385	Negative ngoikore -0.0187	Pai ngoikore 0.1673
Answer 100	-	Negative ngoikore -0.0275	Pai ngoikore 0.0636	Negative ngoikore -0.0009	Pai ngoikore 0.0454	Pai ngoikore 0.0317	Pai ngoikore 0.0242	Negative ngoikore -0.1186
Answer 101	-	Pai ngoikore 0.0822	Pai ngoikore 0.0475	Negative ngoikore -0.0145	Negative ngoikore -0.0134	Pai ngoikore 0.0397	Pai ngoikore 0.0101	Negative ngoikore -0.1046
Answer 102	-	Pai ngoikore 0.0488	Pai ngoikore 0.0649	Negative ngoikore -0.0094	Negative ngoikore -0.0384	Negative ngoikore -0.0009	Negative ngoikore -0.0073	Negative ngoikore -0.0176
Answer 103	-	Pai ngoikore 0.0057	Pai ngoikore 0.0676	Pai ngoikore 0.0220	Negative ngoikore -0.0126	Negative ngoikore -0.0195	Pai ngoikore 0.0133	Negative ngoikore -0.0450
Answer 104	-	Pai ngoikore 0.0210	Pai ngoikore 0.0128	Negative ngoikore -0.0041	Negative ngoikore -0.0123	Pai ngoikore 0.0176	Pai ngoikore 0.0147	Negative ngoikore -0.0328
Answer 105	-	Pai ngoikore 0.0253	Pai ngoikore 0.0447	Pai ngoikore 0.0326	Negative ngoikore -0.0383	Negative ngoikore -0.0230	Negative ngoikore -0.0351	Pai ngoikore 0.0141
Te tipu whaiaro (e hia tau e whakaae ana, e whakaae ana ranei?)
Answer 106	-	Negative ngoikore -0.0026	Pai ngoikore 0.0014	Pai ngoikore 0.0118	Pai ngoikore 0.0201	Negative ngoikore -0.0145	Negative ngoikore -0.0154	Negative ngoikore -0.0012
Answer 107	-	Pai ngoikore 0.0209	Pai ngoikore 0.0342	Negative ngoikore -0.0029	Pai ngoikore 0.0160	Pai ngoikore 0.0258	Negative ngoikore -0.0391	Negative ngoikore -0.0396
Answer 108	-	Pai ngoikore 0.0275	Pai ngoikore 0.1158	Negative ngoikore -0.0265	Negative ngoikore -0.0283	Pai ngoikore 0.0143	Negative ngoikore -0.0043	Negative ngoikore -0.0476
Answer 109	-	Pai ngoikore 0.1154	Pai ngoikore 0.0260	Negative ngoikore -0.0524	Negative ngoikore -0.0214	Pai ngoikore 0.0013	Negative ngoikore -0.0003	Negative ngoikore -0.0258
Answer 110	-	Pai ngoikore 0.0384	Pai ngoikore 0.0817	Negative ngoikore -0.0017	Pai ngoikore 0.0213	Negative ngoikore -0.0029	Pai ngoikore 0.0280	Negative ngoikore -0.1170
Answer 111	-	Negative ngoikore -0.0110	Pai ngoikore 0.0424	Negative ngoikore -0.0181	Pai ngoikore 0.0150	Pai ngoikore 0.0198	Pai ngoikore 0.0926	Negative ngoikore -0.1156
Answer 112	-	Negative ngoikore -0.0735	Negative ngoikore -0.1304	Pai ngoikore 0.0385	Negative ngoikore -0.0197	Negative ngoikore -0.0200	Negative ngoikore -0.0528	Pai ngoikore 0.1779
Te tipu whaiaro (e hia tau e whakaae ana, e whakaae ana ranei?)
Answer 113	-	Pai ngoikore 0.0610	Pai ngoikore 0.0594	Pai ngoikore 0.0262	Negative ngoikore -0.0393	Negative ngoikore -0.0097	Negative ngoikore -0.0326	Negative ngoikore -0.0217
Answer 114	-	Pai ngoikore 0.0297	Pai ngoikore 0.0619	Pai ngoikore 0.0318	Negative ngoikore -0.0450	Negative ngoikore -0.0211	Negative ngoikore -0.0264	Pai ngoikore 0.0027
Answer 115	-	Pai ngoikore 0.0160	Pai ngoikore 0.0947	Negative ngoikore -0.0007	Negative ngoikore -0.0277	Pai ngoikore 0.0147	Pai ngoikore 0.0256	Negative ngoikore -0.0798
Answer 116	-	Pai ngoikore 0.1033	Pai ngoikore 0.0274	Negative ngoikore -0.0149	Negative ngoikore -0.0157	Pai ngoikore 0.0172	Negative ngoikore -0.0396	Negative ngoikore -0.0370
Answer 117	-	Pai ngoikore 0.0829	Pai ngoikore 0.0577	Negative ngoikore -0.0303	Negative ngoikore -0.0200	Pai ngoikore 0.0241	Pai ngoikore 0.0148	Negative ngoikore -0.0774
Answer 118	-	Negative ngoikore -0.0066	Negative ngoikore -0.0299	Negative ngoikore -0.0212	Negative ngoikore -0.0604	Pai ngoikore 0.0313	Pai ngoikore 0.0735	Pai ngoikore 0.0089
Answer 119	-	Negative ngoikore -0.1248	Negative ngoikore -0.1053	Pai ngoikore 0.0168	Pai ngoikore 0.1038	Negative ngoikore -0.0382	Negative ngoikore -0.0317	Pai ngoikore 0.0912
Te tipu whaiaro (e hia tau e whakaae ana, e whakaae ana ranei?)
Answer 120	-	Negative ngoikore -0.0534	Negative ngoikore -0.0659	Negative ngoikore -0.0216	Negative ngoikore -0.0260	Negative ngoikore -0.0119	Negative ngoikore -0.0098	Pai ngoikore 0.1381
Answer 121	-	Negative ngoikore -0.0189	Pai ngoikore 0.0183	Negative ngoikore -0.0155	Pai ngoikore 0.0543	Pai ngoikore 0.0006	Pai ngoikore 0.0229	Negative ngoikore -0.0591
Answer 122	-	Pai ngoikore 0.0291	Pai ngoikore 0.0163	Negative ngoikore -0.0118	Pai ngoikore 0.0055	Pai ngoikore 0.0729	Pai ngoikore 0.0198	Negative ngoikore -0.1111
Answer 123	-	Pai ngoikore 0.0662	Pai ngoikore 0.0515	Negative ngoikore -0.0008	Pai ngoikore 0.0006	Negative ngoikore -0.0252	Negative ngoikore -0.0262	Negative ngoikore -0.0263
Answer 124	-	Pai ngoikore 0.0335	Pai ngoikore 0.0364	Pai ngoikore 0.0441	Negative ngoikore -0.0368	Negative ngoikore -0.0026	Negative ngoikore -0.0136	Negative ngoikore -0.0320
Answer 125	-	Pai ngoikore 0.0131	Pai ngoikore 0.0628	Pai ngoikore 0.0715	Negative ngoikore -0.0163	Negative ngoikore -0.0655	Pai ngoikore 0.0391	Negative ngoikore -0.0622
Answer 126	-	Pai ngoikore 0.0757	Negative ngoikore -0.0031	Pai ngoikore 0.0647	Negative ngoikore -0.0525	Negative ngoikore -0.0061	Negative ngoikore -0.0660	Pai ngoikore 0.0123
Te tipu whaiaro (e hia tau e whakaae ana, e whakaae ana ranei?)
Answer 127	-	Pai ngoikore 0.0539	Pai ngoikore 0.1084	Pai ngoikore 0.0524	Negative ngoikore -0.0453	Negative ngoikore -0.0206	Negative ngoikore -0.0193	Negative ngoikore -0.0651
Answer 128	-	Pai ngoikore 0.0181	Pai ngoikore 0.0222	Pai ngoikore 0.0330	Pai ngoikore 0.0090	Negative ngoikore -0.0150	Negative ngoikore -0.0342	Negative ngoikore -0.0162
Answer 129	-	Pai ngoikore 0.0518	Pai ngoikore 0.0606	Pai ngoikore 0.0018	Pai ngoikore 0.0247	Pai ngoikore 0.0370	Pai ngoikore 0.0235	Negative ngoikore -0.1505
Answer 130	-	Pai ngoikore 0.0199	Pai ngoikore 0.0173	Negative ngoikore -0.0187	Negative ngoikore -0.0469	Pai ngoikore 0.0112	Pai ngoikore 0.0352	Negative ngoikore -0.0069
Answer 131	-	Pai ngoikore 0.0573	Pai ngoikore 0.0092	Negative ngoikore -0.0527	Negative ngoikore -0.0025	Pai ngoikore 0.0059	Pai ngoikore 0.0525	Negative ngoikore -0.0451
Answer 132	-	Negative ngoikore -0.0438	Negative ngoikore -0.0750	Pai ngoikore 0.0168	Negative ngoikore -0.0031	Pai ngoikore 0.0163	Pai ngoikore 0.0095	Pai ngoikore 0.0427
Answer 133	-	Negative ngoikore -0.0933	Negative ngoikore -0.0701	Negative ngoikore -0.0199	Pai ngoikore 0.0360	Negative ngoikore -0.0347	Negative ngoikore -0.0530	Pai ngoikore 0.1598
Te tipu whaiaro (e hia tau e whakaae ana, e whakaae ana ranei?)
Answer 134	-	Pai ngoikore 0.0238	Pai ngoikore 0.0311	Pai ngoikore 0.0052	Negative ngoikore -0.0280	Negative ngoikore -0.0043	Negative ngoikore -0.0053	Negative ngoikore -0.0063
Answer 135	-	Pai ngoikore 0.0521	Pai ngoikore 0.0916	Pai ngoikore 0.0030	Negative ngoikore -0.0150	Pai ngoikore 0.0183	Negative ngoikore -0.0285	Negative ngoikore -0.0672
Answer 136	-	Pai ngoikore 0.0238	Pai ngoikore 0.0431	Pai ngoikore 0.0013	Pai ngoikore 0.0197	Negative ngoikore -0.0179	Pai ngoikore 0.0225	Negative ngoikore -0.0639
Answer 137	-	Pai ngoikore 0.0644	Pai ngoikore 0.0457	Negative ngoikore -0.0169	Negative ngoikore -0.0241	Negative ngoikore -0.0120	Negative ngoikore -0.0053	Negative ngoikore -0.0132
Answer 138	-	Pai ngoikore 0.0328	Pai ngoikore 0.0098	Pai ngoikore 0.0127	Negative ngoikore -0.0097	Negative ngoikore -0.0471	Pai ngoikore 0.0380	Negative ngoikore -0.0176
Answer 139	-	Negative ngoikore -0.0636	Negative ngoikore -0.0322	Negative ngoikore -0.0587	Pai ngoikore 0.0296	Pai ngoikore 0.0692	Pai ngoikore 0.0989	Negative ngoikore -0.0681
Answer 140	-	Negative ngoikore -0.0449	Negative ngoikore -0.0773	Pai ngoikore 0.0401	Pai ngoikore 0.0067	Negative ngoikore -0.0203	Negative ngoikore -0.0837	Pai ngoikore 0.1257
Te tipu whaiaro (e hia tau e whakaae ana, e whakaae ana ranei?)
Answer 141	-	Negative ngoikore -0.0731	Negative ngoikore -0.0803	Pai ngoikore 0.0439	Negative ngoikore -0.0368	Negative ngoikore -0.0263	Negative ngoikore -0.0431	Pai ngoikore 0.1586
Answer 142	-	Pai ngoikore 0.0035	Negative ngoikore -0.0093	Negative ngoikore -0.0103	Pai ngoikore 0.0132	Pai ngoikore 0.0192	Pai ngoikore 0.0222	Negative ngoikore -0.0377
Answer 143	-	Pai ngoikore 0.0393	Pai ngoikore 0.0638	Negative ngoikore -0.0445	Pai ngoikore 0.0645	Negative ngoikore -0.0126	Pai ngoikore 0.0458	Negative ngoikore -0.1188
Answer 144	-	Pai ngoikore 0.0508	Pai ngoikore 0.0339	Negative ngoikore -0.0140	Pai ngoikore 0.0008	Negative ngoikore -0.0007	Pai ngoikore 0.0018	Negative ngoikore -0.0432
Answer 145	-	Pai ngoikore 0.0275	Pai ngoikore 0.0156	Pai ngoikore 0.0146	Pai ngoikore 0.0288	Pai ngoikore 0.0134	Pai ngoikore 0.0097	Negative ngoikore -0.0899
Answer 146	-	Pai ngoikore 0.0145	Pai ngoikore 0.0724	Negative ngoikore -0.0321	Negative ngoikore -0.0450	Pai ngoikore 0.0579	Negative ngoikore -0.0019	Negative ngoikore -0.0393
Answer 147	-	Pai ngoikore 0.0565	Pai ngoikore 0.0457	Pai ngoikore 0.0066	Negative ngoikore -0.0216	Negative ngoikore -0.0144	Negative ngoikore -0.0184	Negative ngoikore -0.0180
4) Whanaungatanga pai ki etahi atu (he aha te whakaae ki a koe, kaore ranei?)
Answer 148	-	Pai ngoikore 0.0269	Negative ngoikore -0.0833	Negative ngoikore -0.0089	Pai ngoikore 0.0001	Pai ngoikore 0.0281	Negative ngoikore -0.0653	Pai ngoikore 0.0719
Answer 149	-	Negative ngoikore -0.0740	Negative ngoikore -0.0734	Negative ngoikore -0.0267	Negative ngoikore -0.0093	Pai ngoikore 0.0673	Pai ngoikore 0.0297	Pai ngoikore 0.0350
Answer 150	-	Negative ngoikore -0.0367	Pai ngoikore 0.0641	Negative ngoikore -0.0067	Pai ngoikore 0.0257	Negative ngoikore -0.0033	Pai ngoikore 0.0410	Negative ngoikore -0.0692
Answer 151	-	Pai ngoikore 0.0871	Pai ngoikore 0.0686	Negative ngoikore -0.0324	Pai ngoikore 0.0027	Negative ngoikore -0.0583	Pai ngoikore 0.0196	Negative ngoikore -0.0308
Answer 152	-	Pai ngoikore 0.0205	Pai ngoikore 0.0815	Pai ngoikore 0.0660	Negative ngoikore -0.0161	Negative ngoikore -0.0605	Pai ngoikore 0.0217	Negative ngoikore -0.0685
Answer 153	-	Pai ngoikore 0.0514	Pai ngoikore 0.0523	Pai ngoikore 0.0765	Negative ngoikore -0.0195	Negative ngoikore -0.0915	Negative ngoikore -0.0176	Negative ngoikore -0.0112
Answer 154	-	Pai ngoikore 0.0122	Pai ngoikore 0.1095	Pai ngoikore 0.0418	Pai ngoikore 0.0037	Negative ngoikore -0.0459	Negative ngoikore -0.0286	Negative ngoikore -0.0454
Whanaungatanga pai ki etahi atu (he aha te whakaae ki a koe, kaore ranei?)
Answer 155	-	Pai ngoikore 0.0247	Negative ngoikore -0.0428	Pai ngoikore 0.0438	Pai ngoikore 0.0084	Pai ngoikore 0.0346	Negative ngoikore -0.1027	Pai ngoikore 0.0157
Answer 156	-	Negative ngoikore -0.0292	Negative ngoikore -0.0566	Negative ngoikore -0.0464	Pai ngoikore 0.0017	Pai ngoikore 0.0477	Pai ngoikore 0.0191	Pai ngoikore 0.0361
Answer 157	-	Pai ngoikore 0.0170	Negative ngoikore -0.0247	Negative ngoikore -0.0423	Negative ngoikore -0.0071	Pai ngoikore 0.0184	Pai ngoikore 0.0567	Negative ngoikore -0.0185
Answer 158	-	Negative ngoikore -0.0035	Pai ngoikore 0.0444	Pai ngoikore 0.0086	Negative ngoikore -0.0151	Negative ngoikore -0.0545	Pai ngoikore 0.0347	Pai ngoikore 0.0038
Answer 159	-	Pai ngoikore 0.0187	Pai ngoikore 0.0674	Pai ngoikore 0.0203	Negative ngoikore -0.0069	Negative ngoikore -0.0267	Pai ngoikore 0.0241	Negative ngoikore -0.0621
Answer 160	-	Negative ngoikore -0.0155	Pai ngoikore 0.1000	Pai ngoikore 0.0377	Pai ngoikore 0.0233	Negative ngoikore -0.0946	Negative ngoikore -0.0037	Negative ngoikore -0.0155
Answer 161	-	Negative ngoikore -0.0310	Pai ngoikore 0.0547	Pai ngoikore 0.0289	Negative ngoikore -0.0014	Negative ngoikore -0.0317	Pai ngoikore 0.0009	Negative ngoikore -0.0079
Whanaungatanga pai ki etahi atu (he aha te whakaae ki a koe, kaore ranei?)
Answer 162	-	Pai ngoikore 0.0453	Pai ngoikore 0.0837	Pai ngoikore 0.0314	Negative ngoikore -0.0047	Negative ngoikore -0.0456	Negative ngoikore -0.0441	Negative ngoikore -0.0194
Answer 163	-	Pai ngoikore 0.0172	Pai ngoikore 0.1091	Pai ngoikore 0.0259	Pai ngoikore 0.0105	Negative ngoikore -0.0581	Negative ngoikore -0.0056	Negative ngoikore -0.0488
Answer 164	-	Negative ngoikore -0.0126	Pai ngoikore 0.0119	Negative ngoikore -0.0004	Pai ngoikore 0.0199	Pai ngoikore 0.0273	Pai ngoikore 0.0131	Negative ngoikore -0.0568
Answer 165	-	Pai ngoikore 0.0364	Negative ngoikore -0.0077	Pai ngoikore 0.0116	Negative ngoikore -0.0518	Negative ngoikore -0.0049	Pai ngoikore 0.0004	Pai ngoikore 0.0243
Answer 166	-	Negative ngoikore -0.0069	Pai ngoikore 0.0034	Negative ngoikore -0.0208	Negative ngoikore -0.0087	Pai ngoikore 0.0227	Pai ngoikore 0.0511	Negative ngoikore -0.0382
Answer 167	-	Pai ngoikore 0.0025	Negative ngoikore -0.0571	Pai ngoikore 0.0080	Negative ngoikore -0.0390	Pai ngoikore 0.0180	Pai ngoikore 0.0271	Pai ngoikore 0.0245
Answer 168	-	Negative ngoikore -0.0557	Negative ngoikore -0.0977	Negative ngoikore -0.0412	Pai ngoikore 0.0534	Pai ngoikore 0.0275	Negative ngoikore -0.0343	Pai ngoikore 0.0825
Whanaungatanga pai ki etahi atu (he aha te whakaae ki a koe, kaore ranei?)
Answer 169	-	Pai ngoikore 0.0216	Pai ngoikore 0.0981	Pai ngoikore 0.0235	Negative ngoikore -0.0843	Negative ngoikore -0.0056	Negative ngoikore -0.0194	Pai ngoikore 0.0112
Answer 170	-	Pai ngoikore 0.0170	Negative ngoikore -0.0072	Pai ngoikore 0.0148	Negative ngoikore -0.0742	Pai ngoikore 0.0138	Negative ngoikore -0.0050	Pai ngoikore 0.0472
Answer 171	-	Pai ngoikore 0.0400	Pai ngoikore 0.0373	Negative ngoikore -0.0019	Negative ngoikore -0.0830	Pai ngoikore 0.0192	Pai ngoikore 0.0409	Negative ngoikore -0.0165
Answer 172	-	Pai ngoikore 0.0703	Negative ngoikore -0.0086	Pai ngoikore 0.0104	Negative ngoikore -0.0592	Negative ngoikore -0.0009	Negative ngoikore -0.0022	Pai ngoikore 0.0087
Answer 173	-	Negative ngoikore -0.0037	Negative ngoikore -0.0243	Negative ngoikore -0.0304	Pai ngoikore 0.0235	Pai ngoikore 0.0163	Pai ngoikore 0.0239	Negative ngoikore -0.0164
Answer 174	-	Pai ngoikore 0.0136	Negative ngoikore -0.0265	Negative ngoikore -0.0077	Pai ngoikore 0.0059	Negative ngoikore -0.0219	Pai ngoikore 0.0510	Negative ngoikore -0.0150
Answer 175	-	Negative ngoikore -0.1020	Negative ngoikore -0.0303	Negative ngoikore -0.0030	Pai ngoikore 0.1649	Negative ngoikore -0.0090	Negative ngoikore -0.0677	Negative ngoikore -0.0087
Whanaungatanga pai ki etahi atu (he aha te whakaae ki a koe, kaore ranei?)
Answer 176	-	Negative ngoikore -0.0117	Negative ngoikore -0.0595	Negative ngoikore -0.0104	Pai ngoikore 0.0299	Pai ngoikore 0.0552	Negative ngoikore -0.0352	Pai ngoikore 0.0015
Answer 177	-	Negative ngoikore -0.0097	Negative ngoikore -0.0355	Pai ngoikore 0.0095	Pai ngoikore 0.0099	Negative ngoikore -0.0044	Pai ngoikore 0.0225	Negative ngoikore -0.0053
Answer 178	-	Negative ngoikore -0.0051	Pai ngoikore 0.0378	Negative ngoikore -0.0099	Negative ngoikore -0.0270	Negative ngoikore -0.0311	Pai ngoikore 0.0612	Negative ngoikore -0.0101
Answer 179	-	Pai ngoikore 0.0352	Pai ngoikore 0.0490	Pai ngoikore 0.0024	Negative ngoikore -0.0062	Negative ngoikore -0.0491	Negative ngoikore -0.0138	Pai ngoikore 0.0069
Answer 180	-	Pai ngoikore 0.0216	Negative ngoikore -0.0013	Negative ngoikore -0.0248	Negative ngoikore -0.0362	Pai ngoikore 0.0279	Pai ngoikore 0.0046	Pai ngoikore 0.0192
Answer 181	-	Negative ngoikore -0.0194	Pai ngoikore 0.1075	Pai ngoikore 0.0124	Pai ngoikore 0.0317	Pai ngoikore 0.0046	Negative ngoikore -0.0556	Negative ngoikore -0.0492
Answer 182	-	Pai ngoikore 0.0165	Pai ngoikore 0.0323	Pai ngoikore 0.0351	Negative ngoikore -0.0599	Negative ngoikore -0.0606	Pai ngoikore 0.0055	Pai ngoikore 0.0512
Whanaungatanga pai ki etahi atu (he aha te whakaae ki a koe, kaore ranei?)
Answer 183	-	Pai ngoikore 0.0604	Pai ngoikore 0.0813	Pai ngoikore 0.0086	Negative ngoikore -0.0349	Pai ngoikore 0.0338	Negative ngoikore -0.0483	Negative ngoikore -0.0522
Answer 184	-	Pai ngoikore 0.0110	Pai ngoikore 0.0106	Pai ngoikore 0.0228	Negative ngoikore -0.0545	Negative ngoikore -0.0041	Pai ngoikore 0.0536	Negative ngoikore -0.0213
Answer 185	-	Pai ngoikore 0.0246	Negative ngoikore -0.0307	Negative ngoikore -0.0517	Pai ngoikore 0.0123	Negative ngoikore -0.0287	Pai ngoikore 0.0712	Negative ngoikore -0.0013
Answer 186	-	Pai ngoikore 0.0136	Pai ngoikore 0.0358	Pai ngoikore 0.0016	Negative ngoikore -0.0257	Negative ngoikore -0.0389	Pai ngoikore 0.0087	Pai ngoikore 0.0244
Answer 187	-	Pai ngoikore 0.0075	Negative ngoikore -0.0097	Pai ngoikore 0.0120	Negative ngoikore -0.0292	Pai ngoikore 0.0079	Pai ngoikore 0.0692	Negative ngoikore -0.0436
Answer 188	-	Negative ngoikore -0.0039	Negative ngoikore -0.0274	Pai ngoikore 0.0122	Pai ngoikore 0.0038	Pai ngoikore 0.0395	Negative ngoikore -0.0286	Negative ngoikore -0.0075
Answer 189	-	Negative ngoikore -0.0801	Negative ngoikore -0.0413	Negative ngoikore -0.0027	Pai ngoikore 0.0861	Negative ngoikore -0.0115	Negative ngoikore -0.0754	Pai ngoikore 0.0686
Whanaungatanga pai ki etahi atu (he aha te whakaae ki a koe, kaore ranei?)
Answer 190	-	Pai ngoikore 0.0111	Negative ngoikore -0.0521	Negative ngoikore -0.0356	Pai ngoikore 0.0258	Pai ngoikore 0.0693	Negative ngoikore -0.0587	Pai ngoikore 0.0161
Answer 191	-	Negative ngoikore -0.0403	Negative ngoikore -0.0341	Pai ngoikore 0.0078	Pai ngoikore 3.46E-5	Negative ngoikore -0.0056	Pai ngoikore 0.0692	Negative ngoikore -0.0164
Answer 192	-	Negative ngoikore -0.0251	Pai ngoikore 0.0241	Pai ngoikore 0.0339	Negative ngoikore -0.0010	Negative ngoikore -0.0441	Pai ngoikore 0.0307	Negative ngoikore -0.0105
Answer 193	-	Pai ngoikore 0.0638	Pai ngoikore 0.0820	Pai ngoikore 0.0021	Negative ngoikore -0.0211	Negative ngoikore -0.0563	Negative ngoikore -0.0078	Negative ngoikore -0.0101
Answer 194	-	Pai ngoikore 0.0093	Pai ngoikore 0.0394	Negative ngoikore -0.0270	Negative ngoikore -0.0185	Negative ngoikore -0.0098	Pai ngoikore 0.0384	Negative ngoikore -0.0125
Answer 195	-	Pai ngoikore 0.0092	Pai ngoikore 0.0372	Pai ngoikore 0.0169	Pai ngoikore 0.0094	Negative ngoikore -0.0208	Negative ngoikore -0.0587	Pai ngoikore 0.0163
Answer 196	-	Pai ngoikore 0.0101	Pai ngoikore 0.0226	Pai ngoikore 0.0493	Negative ngoikore -0.0510	Negative ngoikore -0.0169	Negative ngoikore -0.0324	Pai ngoikore 0.0299
5) Te kaupapa i roto i te koiora (pehea te whakaae ki a koe, kaore ranei?)
Answer 197	-	Negative ngoikore -0.0447	Negative ngoikore -0.0334	Pai ngoikore 0.0263	Pai ngoikore 0.1756	Negative ngoikore -0.0515	Negative ngoikore -0.1265	Pai ngoikore 0.0082
Answer 198	-	Negative ngoikore -0.0087	Negative ngoikore -0.0105	Negative ngoikore -0.0262	Negative ngoikore -0.0377	Pai ngoikore 0.0108	Pai ngoikore 0.0645	Pai ngoikore 0.0054
Answer 199	-	Pai ngoikore 0.0132	Negative ngoikore -0.0310	Pai ngoikore 0.0091	Negative ngoikore -0.1100	Pai ngoikore 0.0817	Pai ngoikore 0.0554	Negative ngoikore -0.0123
Answer 200	-	Pai ngoikore 0.0702	Pai ngoikore 0.0689	Negative ngoikore -0.0300	Negative ngoikore -0.0858	Negative ngoikore -0.0170	Pai ngoikore 0.0313	Pai ngoikore 0.0161
Answer 201	-	Pai ngoikore 0.0169	Pai ngoikore 0.0018	Pai ngoikore 0.0163	Negative ngoikore -0.0459	Negative ngoikore -0.0192	Pai ngoikore 0.0436	Pai ngoikore 0.0025
Answer 202	-	Negative ngoikore -0.0075	Pai ngoikore 0.0156	Negative ngoikore -0.0162	Negative ngoikore -0.0138	Pai ngoikore 0.0299	Pai ngoikore 0.0138	Negative ngoikore -0.0198
Answer 203	-	Pai ngoikore 0.0345	Pai ngoikore 0.1206	Pai ngoikore 0.0162	Negative ngoikore -0.0554	Negative ngoikore -0.0195	Pai ngoikore 0.0030	Negative ngoikore -0.0380
Te kaupapa i roto i te koiora (pehea te whakaae ki a koe, kaore ranei?)
Answer 204	-	Pai ngoikore 0.0827	Pai ngoikore 0.0615	Negative ngoikore -0.0222	Negative ngoikore -0.1218	Pai ngoikore 0.0231	Negative ngoikore -0.0002	Pai ngoikore 0.0251
Answer 205	-	Pai ngoikore 0.0567	Pai ngoikore 0.0460	Negative ngoikore -0.0202	Negative ngoikore -0.1516	Pai ngoikore 0.0143	Pai ngoikore 0.0004	Pai ngoikore 0.0896
Answer 206	-	Negative ngoikore -0.0071	Negative ngoikore -0.0339	Pai ngoikore 0.0044	Negative ngoikore -0.0685	Pai ngoikore 0.0357	Pai ngoikore 0.0349	Pai ngoikore 0.0249
Answer 207	-	Pai ngoikore 0.0164	Pai ngoikore 0.0168	Negative ngoikore -0.0212	Negative ngoikore -0.0322	Negative ngoikore -0.0170	Pai ngoikore 0.0155	Pai ngoikore 0.0332
Answer 208	-	Negative ngoikore -6.29E-5	Negative ngoikore -0.0057	Negative ngoikore -0.0127	Pai ngoikore 0.0150	Pai ngoikore 0.0091	Pai ngoikore 0.0456	Negative ngoikore -0.0486
Answer 209	-	Negative ngoikore -0.0406	Negative ngoikore -0.0778	Pai ngoikore 0.0045	Pai ngoikore 0.0423	Pai ngoikore 0.0041	Pai ngoikore 0.0363	Negative ngoikore -0.0058
Answer 210	-	Negative ngoikore -0.0475	Pai ngoikore 0.0240	Pai ngoikore 0.0394	Pai ngoikore 0.1771	Negative ngoikore -0.0447	Negative ngoikore -0.0984	Negative ngoikore -0.0671
Te kaupapa i roto i te koiora (pehea te whakaae ki a koe, kaore ranei?)
Answer 211	-	Negative ngoikore -0.0346	Negative ngoikore -0.0458	Pai ngoikore 0.0730	Pai ngoikore 0.0975	Negative ngoikore -0.0458	Negative ngoikore -0.1291	Pai ngoikore 0.0451
Answer 212	-	Negative ngoikore -0.0465	Negative ngoikore -0.0233	Negative ngoikore -0.0098	Pai ngoikore 0.0198	Negative ngoikore -0.0174	Pai ngoikore 0.0428	Pai ngoikore 0.0109
Answer 213	-	Pai ngoikore 0.0258	Negative ngoikore -0.0019	Negative ngoikore -0.0319	Negative ngoikore -0.0804	Pai ngoikore 0.0472	Pai ngoikore 0.0448	Pai ngoikore 0.0085
Answer 214	-	Pai ngoikore 0.0410	Pai ngoikore 0.0715	Negative ngoikore -0.0682	Negative ngoikore -0.0178	Pai ngoikore 0.0059	Negative ngoikore -0.0012	Pai ngoikore 0.0029
Answer 215	-	Pai ngoikore 0.0480	Pai ngoikore 0.0337	Negative ngoikore -0.0031	Negative ngoikore -0.0404	Pai ngoikore 0.0247	Pai ngoikore 0.0479	Negative ngoikore -0.0729
Answer 216	-	Pai ngoikore 0.0152	Pai ngoikore 0.0142	Negative ngoikore -0.0045	Negative ngoikore -0.0128	Pai ngoikore 0.0164	Pai ngoikore 0.0478	Negative ngoikore -0.0573
Answer 217	-	Pai ngoikore 0.0283	Pai ngoikore 0.0284	Negative ngoikore -0.0076	Negative ngoikore -0.0725	Pai ngoikore 0.0222	Pai ngoikore 0.0520	Negative ngoikore -0.0227
Te kaupapa i roto i te koiora (pehea te whakaae ki a koe, kaore ranei?)
Answer 218	-	Negative ngoikore -0.0621	Negative ngoikore -0.0506	Pai ngoikore 0.0825	Pai ngoikore 0.1204	Negative ngoikore -0.0427	Negative ngoikore -0.0757	Negative ngoikore -0.0166
Answer 219	-	Negative ngoikore -0.0238	Pai ngoikore 0.0205	Negative ngoikore -0.0343	Negative ngoikore -0.0183	Negative ngoikore -0.0126	Pai ngoikore 0.0236	Pai ngoikore 0.0432
Answer 220	-	Negative ngoikore -0.0099	Pai ngoikore 0.0010	Negative ngoikore -0.0080	Pai ngoikore 0.0109	Pai ngoikore 0.0012	Pai ngoikore 0.0308	Negative ngoikore -0.0283
Answer 221	-	Pai ngoikore 0.0635	Pai ngoikore 0.0336	Negative ngoikore -0.0381	Negative ngoikore -0.0747	Pai ngoikore 0.0380	Negative ngoikore -0.0013	Pai ngoikore 0.0127
Answer 222	-	Pai ngoikore 0.0439	Pai ngoikore 0.0045	Pai ngoikore 0.0093	Negative ngoikore -0.0983	Pai ngoikore 0.0343	Pai ngoikore 0.0619	Negative ngoikore -0.0263
Answer 223	-	Pai ngoikore 0.0177	Negative ngoikore -0.0253	Negative ngoikore -0.0344	Pai ngoikore 0.0036	Pai ngoikore 0.0289	Pai ngoikore 0.0137	Negative ngoikore -0.0072
Answer 224	-	Pai ngoikore 0.0385	Pai ngoikore 0.0468	Negative ngoikore -0.0280	Negative ngoikore -0.0313	Negative ngoikore -0.0089	Negative ngoikore -0.0055	Pai ngoikore 0.0164
Te kaupapa i roto i te koiora (pehea te whakaae ki a koe, kaore ranei?)
Answer 225	-	Pai ngoikore 0.0521	Pai ngoikore 0.0893	Pai ngoikore 0.0178	Negative ngoikore -0.0663	Negative ngoikore -0.0004	Negative ngoikore -0.0095	Negative ngoikore -0.0291
Answer 226	-	Pai ngoikore 0.0865	Pai ngoikore 0.0392	Negative ngoikore -0.0126	Negative ngoikore -0.0485	Pai ngoikore 0.0377	Pai ngoikore 0.0018	Negative ngoikore -0.0577
Answer 227	-	Negative ngoikore -0.0295	Negative ngoikore -0.0009	Negative ngoikore -0.0413	Negative ngoikore -0.0219	Pai ngoikore 0.0437	Pai ngoikore 0.0521	Negative ngoikore -0.0113
Answer 228	-	Negative ngoikore -0.0040	Pai ngoikore 0.0323	Negative ngoikore -0.0038	Pai ngoikore 0.0024	Negative ngoikore -0.0229	Pai ngoikore 0.0402	Negative ngoikore -0.0266
Answer 229	-	Negative ngoikore -0.0034	Negative ngoikore -0.0149	Negative ngoikore -0.0025	Negative ngoikore -0.0129	Negative ngoikore -0.0554	Pai ngoikore 0.0293	Pai ngoikore 0.0543
Answer 230	-	Negative ngoikore -0.0208	Negative ngoikore -0.0608	Pai ngoikore 0.0008	Pai ngoikore 0.0348	Pai ngoikore 0.0260	Pai ngoikore 0.0183	Negative ngoikore -0.0267
Answer 231	-	Negative ngoikore -0.0487	Negative ngoikore -0.0384	Pai ngoikore 0.0312	Pai ngoikore 0.0659	Negative ngoikore -0.0311	Negative ngoikore -0.0917	Pai ngoikore 0.0715
Te kaupapa i roto i te koiora (pehea te whakaae ki a koe, kaore ranei?)
Answer 232	-	Pai ngoikore 0.0178	Pai ngoikore 0.0347	Pai ngoikore 0.0107	Negative ngoikore -0.0267	Negative ngoikore -0.0129	Negative ngoikore -0.0063	Pai ngoikore 0.0002
Answer 233	-	Negative ngoikore -0.0087	Pai ngoikore 0.0369	Pai ngoikore 0.0049	Negative ngoikore -0.0024	Negative ngoikore -0.0348	Negative ngoikore -0.0050	Pai ngoikore 0.0231
Answer 234	-	Pai ngoikore 0.0133	Negative ngoikore -0.0483	Pai ngoikore 0.0061	Negative ngoikore -0.0340	Negative ngoikore -0.0099	Negative ngoikore -0.0047	Pai ngoikore 0.0628
Answer 235	-	Pai ngoikore 0.0274	Pai ngoikore 0.0812	Pai ngoikore 0.0254	Negative ngoikore -0.0019	Negative ngoikore -0.0160	Negative ngoikore -0.0276	Negative ngoikore -0.0496
Answer 236	-	Negative ngoikore -0.0043	Pai ngoikore 0.0429	Negative ngoikore -0.0467	Negative ngoikore -0.0146	Pai ngoikore 0.0164	Pai ngoikore 0.0569	Negative ngoikore -0.0357
Answer 237	-	Negative ngoikore -0.0523	Negative ngoikore -0.0365	Negative ngoikore -0.0394	Pai ngoikore 0.0307	Pai ngoikore 0.0526	Pai ngoikore 0.0244	Negative ngoikore -0.0128
Answer 238	-	Pai ngoikore 0.0148	Negative ngoikore -0.0538	Pai ngoikore 0.0282	Pai ngoikore 0.0159	Negative ngoikore -0.0092	Negative ngoikore -0.0236	Pai ngoikore 0.0141
Te kaupapa i roto i te koiora (pehea te whakaae ki a koe, kaore ranei?)
Answer 239	-	Negative ngoikore -0.0061	Pai ngoikore 0.0833	Pai ngoikore 0.0352	Negative ngoikore -0.0116	Pai ngoikore 0.0031	Negative ngoikore -0.0111	Negative ngoikore -0.0604
Answer 240	-	Pai ngoikore 0.0837	Negative ngoikore -0.0090	Pai ngoikore 0.0235	Negative ngoikore -0.0171	Negative ngoikore -0.0314	Pai ngoikore 0.0250	Negative ngoikore -0.0427
Answer 241	-	Negative ngoikore -0.0106	Pai ngoikore 0.0254	Negative ngoikore -0.0224	Pai ngoikore 0.0089	Pai ngoikore 0.0506	Pai ngoikore 0.0413	Negative ngoikore -0.0826
Answer 242	-	Pai ngoikore 0.0339	Pai ngoikore 0.0378	Negative ngoikore -0.0408	Negative ngoikore -0.0364	Negative ngoikore -0.0494	Pai ngoikore 0.0295	Pai ngoikore 0.0497
Answer 243	-	Negative ngoikore -0.0398	Negative ngoikore -0.0126	Negative ngoikore -0.0444	Pai ngoikore 0.0324	Pai ngoikore 0.0319	Pai ngoikore 0.0174	Negative ngoikore -0.0080
Answer 244	-	Negative ngoikore -0.0399	Negative ngoikore -0.0713	Pai ngoikore 0.0223	Negative ngoikore -0.0229	Pai ngoikore 0.0110	Negative ngoikore -0.0029	Pai ngoikore 0.0657
Answer 245	-	Negative ngoikore -0.0189	Negative ngoikore -0.0252	Pai ngoikore 0.0213	Pai ngoikore 0.0375	Negative ngoikore -0.0149	Negative ngoikore -0.0819	Pai ngoikore 0.0570
6) Te whakaaetanga whaiaro (pehea te whakaae ki a koe, kaore ranei?)
Answer 246	-	Pai ngoikore 0.0283	Pai ngoikore 0.1122	Negative ngoikore -0.0016	Negative ngoikore -0.0414	Pai ngoikore 0.0207	Negative ngoikore -0.0202	Negative ngoikore -0.0460
Answer 247	-	Pai ngoikore 0.0254	Pai ngoikore 0.0581	Pai ngoikore 0.0282	Pai ngoikore 0.0063	Negative ngoikore -0.0724	Pai ngoikore 0.0777	Negative ngoikore -0.0797
Answer 248	-	Pai ngoikore 0.0307	Negative ngoikore -0.0143	Negative ngoikore -0.0143	Pai ngoikore 0.0288	Pai ngoikore 0.0622	Negative ngoikore -0.0118	Negative ngoikore -0.0772
Answer 249	-	Negative ngoikore -0.0037	Negative ngoikore -0.0029	Negative ngoikore -0.0411	Negative ngoikore -0.0157	Negative ngoikore -0.0231	Negative ngoikore -0.0011	Pai ngoikore 0.0789
Answer 250	-	Negative ngoikore -0.0310	Pai ngoikore 0.0038	Negative ngoikore -0.0010	Pai ngoikore 0.0071	Negative ngoikore -0.0255	Pai ngoikore 0.0366	Pai ngoikore 0.0016
Answer 251	-	Negative ngoikore -0.0123	Negative ngoikore -0.0642	Negative ngoikore -0.0016	Pai ngoikore 0.0065	Pai ngoikore 0.0057	Pai ngoikore 0.0363	Pai ngoikore 0.0056
Answer 252	-	Negative ngoikore -0.0314	Negative ngoikore -0.0534	Pai ngoikore 0.0198	Negative ngoikore -0.0023	Pai ngoikore 0.0210	Negative ngoikore -0.0958	Pai ngoikore 0.1015
Te whakaaetanga whaiaro (pehea te whakaae ki a koe, kaore ranei?)
Answer 253	-	Negative ngoikore -0.0504	Negative ngoikore -0.0504	Pai ngoikore 0.0541	Pai ngoikore 0.0226	Pai ngoikore 0.0036	Negative ngoikore -0.1063	Pai ngoikore 0.0829
Answer 254	-	Negative ngoikore -0.0304	Negative ngoikore -0.0556	Negative ngoikore -0.0193	Pai ngoikore 0.0108	Pai ngoikore 0.0154	Pai ngoikore 0.0408	Pai ngoikore 0.0095
Answer 255	-	Pai ngoikore 0.0127	Negative ngoikore -0.0166	Negative ngoikore -0.0590	Negative ngoikore -0.0470	Pai ngoikore 0.0329	Pai ngoikore 0.0774	Pai ngoikore 0.0004
Answer 256	-	Pai ngoikore 0.0281	Pai ngoikore 0.0329	Negative ngoikore -0.0336	Negative ngoikore -0.0264	Negative ngoikore -0.0120	Pai ngoikore 0.0453	Negative ngoikore -0.0089
Answer 257	-	Pai ngoikore 0.0646	Pai ngoikore 0.0516	Negative ngoikore -0.0070	Pai ngoikore 0.0272	Pai ngoikore 0.0021	Negative ngoikore -0.0208	Negative ngoikore -0.0770
Answer 258	-	Negative ngoikore -0.0008	Pai ngoikore 0.0536	Pai ngoikore 0.0422	Pai ngoikore 0.0433	Negative ngoikore -0.0804	Pai ngoikore 0.0015	Negative ngoikore -0.0364
Answer 259	-	Pai ngoikore 0.0425	Pai ngoikore 0.0952	Pai ngoikore 0.0272	Negative ngoikore -0.0556	Pai ngoikore 0.0193	Negative ngoikore -0.0291	Negative ngoikore -0.0502
Te whakaaetanga whaiaro (pehea te whakaae ki a koe, kaore ranei?)
Answer 260	-	Pai ngoikore 0.0626	Pai ngoikore 0.0928	Pai ngoikore 0.0166	Negative ngoikore -0.0652	Pai ngoikore 0.0194	Negative ngoikore -0.0128	Negative ngoikore -0.0560
Answer 261	-	Negative ngoikore -0.0174	Pai ngoikore 0.0587	Negative ngoikore -0.0260	Pai ngoikore 0.0029	Negative ngoikore -0.0069	Pai ngoikore 0.0497	Negative ngoikore -0.0406
Answer 262	-	Pai ngoikore 0.0584	Pai ngoikore 0.0050	Negative ngoikore -0.0285	Pai ngoikore 0.0091	Pai ngoikore 0.0642	Negative ngoikore -0.0186	Negative ngoikore -0.0667
Answer 263	-	Negative ngoikore -0.0019	Negative ngoikore -0.0131	Negative ngoikore -0.0264	Pai ngoikore 0.0014	Negative ngoikore -0.0247	Pai ngoikore 0.0097	Pai ngoikore 0.0450
Answer 264	-	Pai ngoikore 0.0023	Negative ngoikore -0.0130	Pai ngoikore 0.0015	Negative ngoikore -0.0015	Negative ngoikore -0.0606	Pai ngoikore 0.0535	Pai ngoikore 0.0193
Answer 265	-	Negative ngoikore -0.0292	Negative ngoikore -0.0707	Pai ngoikore 0.0215	Negative ngoikore -0.0173	Negative ngoikore -0.0107	Pai ngoikore 0.0887	Negative ngoikore -0.0025
Answer 266	-	Negative ngoikore -0.0547	Negative ngoikore -0.0461	Pai ngoikore 0.0350	Pai ngoikore 0.0542	Pai ngoikore 0.0074	Negative ngoikore -0.1408	Pai ngoikore 0.0886
Te whakaaetanga whaiaro (pehea te whakaae ki a koe, kaore ranei?)
Answer 267	-	Negative ngoikore -0.0455	Negative ngoikore -0.0238	Pai ngoikore 0.0481	Pai ngoikore 0.0859	Negative ngoikore -0.0358	Negative ngoikore -0.1268	Pai ngoikore 0.0588
Answer 268	-	Negative ngoikore -0.0271	Negative ngoikore -0.0504	Negative ngoikore -0.0039	Negative ngoikore -0.0167	Negative ngoikore -0.0080	Pai ngoikore 0.0689	Pai ngoikore 0.0176
Answer 269	-	Pai ngoikore 0.0073	Negative ngoikore -0.0126	Negative ngoikore -0.0303	Pai ngoikore 0.0058	Pai ngoikore 0.0285	Negative ngoikore -0.0069	Pai ngoikore 0.0008
Answer 270	-	Pai ngoikore 0.0013	Pai ngoikore 0.0592	Negative ngoikore -0.0447	Negative ngoikore -0.0432	Pai ngoikore 0.0151	Pai ngoikore 0.0496	Negative ngoikore -0.0142
Answer 271	-	Pai ngoikore 0.0612	Negative ngoikore -0.0079	Negative ngoikore -0.0193	Negative ngoikore -0.0362	Pai ngoikore 0.0173	Pai ngoikore 0.0620	Negative ngoikore -0.0482
Answer 272	-	Pai ngoikore 0.0511	Pai ngoikore 0.0674	Pai ngoikore 0.0122	Negative ngoikore -0.0377	Negative ngoikore -0.0203	Pai ngoikore 0.0528	Negative ngoikore -0.0723
Answer 273	-	Pai ngoikore 0.0402	Pai ngoikore 0.0857	Pai ngoikore 0.0201	Negative ngoikore -0.0534	Pai ngoikore 0.0465	Negative ngoikore -0.0517	Negative ngoikore -0.0420
Te whakaaetanga whaiaro (pehea te whakaae ki a koe, kaore ranei?)
Answer 274	-	Negative ngoikore -0.0038	Pai ngoikore 0.0051	Pai ngoikore 0.0446	Pai ngoikore 0.0644	Negative ngoikore -0.0535	Negative ngoikore -0.1136	Pai ngoikore 0.0431
Answer 275	-	Negative ngoikore -0.0070	Negative ngoikore -0.0291	Pai ngoikore 0.0221	Negative ngoikore -0.0036	Negative ngoikore -0.0204	Pai ngoikore 0.0346	Negative ngoikore -0.0006
Answer 276	-	Negative ngoikore -0.0094	Negative ngoikore -0.0405	Negative ngoikore -0.0028	Pai ngoikore 0.0142	Negative ngoikore -0.0047	Pai ngoikore 0.0089	Pai ngoikore 0.0140
Answer 277	-	Negative ngoikore -0.0141	Negative ngoikore -0.0128	Negative ngoikore -0.0652	Negative ngoikore -0.0367	Pai ngoikore 0.0610	Pai ngoikore 0.0365	Pai ngoikore 0.0200
Answer 278	-	Pai ngoikore 0.0092	Pai ngoikore 0.0220	Negative ngoikore -0.0088	Negative ngoikore -0.0084	Pai ngoikore 0.0201	Pai ngoikore 0.0645	Negative ngoikore -0.0775
Answer 279	-	Pai ngoikore 0.0387	Pai ngoikore 0.0367	Pai ngoikore 0.0058	Negative ngoikore -0.0469	Negative ngoikore -0.0180	Pai ngoikore 0.0296	Negative ngoikore -0.0125
Answer 280	-	Pai ngoikore 0.0107	Pai ngoikore 0.0844	Negative ngoikore -0.0067	Negative ngoikore -0.0173	Pai ngoikore 0.0476	Negative ngoikore -0.0357	Negative ngoikore -0.0499
Te whakaaetanga whaiaro (pehea te whakaae ki a koe, kaore ranei?)
Answer 281	-	Pai ngoikore 0.0503	Pai ngoikore 0.0829	Pai ngoikore 0.0526	Negative ngoikore -0.0408	Negative ngoikore -0.0009	Negative ngoikore -0.0272	Negative ngoikore -0.0670
Answer 282	-	Pai ngoikore 0.1009	Pai ngoikore 0.0362	Negative ngoikore -0.0211	Negative ngoikore -0.0264	Negative ngoikore -0.0103	Pai ngoikore 0.0141	Negative ngoikore -0.0412
Answer 283	-	Pai ngoikore 0.0104	Pai ngoikore 0.0247	Negative ngoikore -0.0097	Pai ngoikore 0.0211	Pai ngoikore 0.0320	Pai ngoikore 0.0249	Negative ngoikore -0.0849
Answer 284	-	Negative ngoikore -0.0038	Pai ngoikore 0.0151	Negative ngoikore -0.0405	Negative ngoikore -0.0148	Pai ngoikore 0.0020	Pai ngoikore 0.0681	Negative ngoikore -0.0184
Answer 285	-	Negative ngoikore -0.0348	Negative ngoikore -0.0366	Pai ngoikore 0.0332	Pai ngoikore 0.0337	Negative ngoikore -0.0648	Negative ngoikore -0.0029	Pai ngoikore 0.0448
Answer 286	-	Negative ngoikore -0.0646	Negative ngoikore -0.0260	Negative ngoikore -0.0448	Pai ngoikore 0.0221	Pai ngoikore 0.0192	Pai ngoikore 0.0390	Pai ngoikore 0.0251
Answer 287	-	Negative ngoikore -0.0462	Negative ngoikore -0.0787	Pai ngoikore 0.0438	Pai ngoikore 0.0056	Pai ngoikore 0.0119	Negative ngoikore -0.1146	Pai ngoikore 0.1198
Te whakaaetanga whaiaro (pehea te whakaae ki a koe, kaore ranei?)
Answer 288	-	Negative ngoikore -0.0346	Pai ngoikore 0.0166	Pai ngoikore 0.0626	Pai ngoikore 0.0384	Negative ngoikore -0.0472	Negative ngoikore -0.1067	Pai ngoikore 0.0536
Answer 289	-	Negative ngoikore -0.0011	Negative ngoikore -0.0884	Negative ngoikore -0.0328	Negative ngoikore -0.0083	Pai ngoikore 0.0262	Pai ngoikore 0.0565	Pai ngoikore 0.0187
Answer 290	-	Negative ngoikore -0.0416	Negative ngoikore -0.0081	Negative ngoikore -0.0138	Negative ngoikore -0.0032	Pai ngoikore 0.0246	Pai ngoikore 0.0471	Negative ngoikore -0.0175
Answer 291	-	Pai ngoikore 0.0864	Pai ngoikore 0.0415	Negative ngoikore -0.0352	Negative ngoikore -0.0383	Negative ngoikore -0.0208	Pai ngoikore 0.0373	Negative ngoikore -0.0194
Answer 292	-	Pai ngoikore 0.0273	Pai ngoikore 0.0305	Negative ngoikore -0.0297	Pai ngoikore 0.0083	Pai ngoikore 0.0463	Pai ngoikore 0.0125	Negative ngoikore -0.0737
Answer 293	-	Pai ngoikore 0.0227	Pai ngoikore 0.0526	Pai ngoikore 0.0133	Pai ngoikore 0.0030	Negative ngoikore -9.93E-5	Negative ngoikore -0.0076	Negative ngoikore -0.0564
Answer 294	-	Pai ngoikore 0.0240	Pai ngoikore 0.1377	Pai ngoikore 0.0111	Negative ngoikore -0.0734	Pai ngoikore 0.0003	Negative ngoikore -0.0037	Negative ngoikore -0.0310

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Ka waatea tenei mahinga i roto i o ake ake pooti VUCA

Exploring correlations between the two systems, MBTI and Spiral Dynamics, could provide additional insights into motivational development and personality.

Some opportunities this could open up include:

Gaining a more multifaceted view of personality by seeing how motivational values at different Spiral levels interact with MBTI preferences. For example, Thinking types may express differently at Blue conformity-focused stages versus Orange achievement-focused stages.
Understanding nuanced developmental pathways for different personalities. For instance, mapping what transitional stages INTJs may pass through as they evolve in consciousness compared to ESFPs.
Diagnosing developmental conflicts and tensions within the same MBTI type driven by differing value systems. An ESTJ at the Red power-driven stage may experience internal tensions with one at the Orange efficiency-focused stage.
Appreciating how different MBTI functions or skill sets come to the fore at different Spiral levels. For example, Intuition was expressed more strongly in late Orange, and Feeling came online in early Green.
Tailoring coaching and development interventions by incorporating personality and motivational level insights. An INFP may need a different approach at Blue versus Green.

However, deriving such integrative insights requires avoiding simplistic stereotyping, acknowledging limitations in current Spiral Dynamics validation, and recognizing that personality and values are multi-faceted within individuals. If these complexities are accounted for, exploring potential connections between the frameworks could yield a more textured perspective on the interplay between personality type, values, and consciousness development over the lifespan. However, this endeavor requires extensive additional research and cautious interpretation.

Conclusion

In summary, while the MBTI personality typology and Spiral Dynamics developmental spectrum offer distinct lenses, exploring their potential connections could yield additional insights. Observing how motivational values interact with personality preferences at different stages may provide a more multifaceted view of individual differences. However, directly coupling the two frameworks oversimplifies their nuances.

Each system has a different purpose and validation base. Individuals express multifaceted personalities and multi-layered values that resist rigid mapping between categories. Stereotyping risks must also be avoided. If these complexities are recognized, judiciously analyzing relationships between the two systems could contribute to a more textured understanding of personality and consciousness development. However, further research and careful interpretation are required to derive meaningful integrative insights from correlations.

An open and nuanced exploration of how motivational development interplays with personality types, without forcing definitive linkages, may offer complementary perspectives that enrich our comprehension of the psychology of individual differences. This endeavor promises intellectual rewards but requires diligence in acknowledging both frameworks' limitations and avoiding oversimplification. With care, synergies between them may help capture a fuller portrait of diversity in personality and values.

2023.10.22

Valerii Kosenko

Kaipupuri Hua Saas Pet Project SDtest®

Ko Valerii te tohu he kaupapa hinengaro-hinengaro-a-iwi i te tau 1993, mai i te mea kua paahitia tona matauranga ki te whakahaere kaupapa.
I whiwhi a Valerii i te tohu a te rangatira me te kaupapa me te Kaiwhakahaere Kaupapa Kaupapa i te tau 2013. I te wa e mohio ana ia ki te kaupapa o tona rangatira (GPM deutsche geselschaft f.
I mau a Valeyii i nga whakamatautau o te shomics spiro me te whakamahi i tona mohiotanga me tana wheako ki te whakariterite i te putanga o te SDtest.
Ko Valeyi te kaituhi o te torotoro i te koretake o te V.U.C.A. Te ariā ma te whakamahi i nga hihiri a te spiro me nga tatauranga pāngarau i roto i te hinengaro hinengaro, neke atu i te 20 nga pooti o te ao.

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