Hasiera/Bloga/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 87035 results from 171 countries, results clustered into 8031 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.

Ongizate psikologikoa

ChartsKorrelazioa

VUCA

Korrelazio koefizientea balioa kritikoa

Banaketa normala, William Seally Gosset-en (Ikaslea) r = 0.0479

Banaketa normala ez da, Spearman-ek eginda r = 0.002

Erakutsi emaitzak soilik > r = 0.0479

Banaketa	Normala ez	Ohiko	Normala ez	Ohiko	Ohiko	Ohiko	Ohiko	Ohiko
Galdera guztiak Galdera guztiak 1) Autonomia (zenbat ados edo ados zaude?) 2) Ingurumen maisutasuna (zenbat ados edo ados zaude?) 3) Hazkunde pertsonala (zenbat ados edo ados zaude?) 4) Harreman positiboak besteekin (zenbat ados edo ados zaude?) 5) Bizitzan xedea (zenbat ados edo ados zaude?) 6) Auto-onarpena (zenbat ados edo ados zaude?)
1) Autonomia (zenbat ados edo ados zaude?)
Answer 1	-	Negatiboa ahula -0.0529	Positibo ahula 0.0713	Negatiboa ahula -0.0387	Positibo ahula 0.0406	Negatiboa ahula -0.0574	Negatiboa ahula -0.0094	Positibo ahula 0.0427
Answer 2	-	Negatiboa ahula -0.0287	Negatiboa ahula -0.0343	Positibo ahula 0.0192	Positibo ahula 0.0265	Positibo ahula 0.0063	Negatiboa ahula -0.0318	Positibo ahula 0.0190
Answer 3	-	Positibo ahula 0.0396	Negatiboa ahula -0.0258	Positibo ahula 0.0109	Negatiboa ahula -0.0325	Positibo ahula 0.0078	Positibo ahula 0.0490	Negatiboa ahula -0.0353
Answer 4	-	Positibo ahula 0.0471	Negatiboa ahula -0.0152	Positibo ahula 0.0306	Negatiboa ahula -0.0024	Negatiboa ahula -0.0156	Negatiboa ahula -0.0555	Positibo ahula 0.0194
Answer 5	-	Negatiboa ahula -0.0052	Negatiboa ahula -0.0111	Negatiboa ahula -0.0125	Negatiboa ahula -0.0201	Positibo ahula 0.0737	Positibo ahula 0.0446	Negatiboa ahula -0.0671
Answer 2	-	Positibo ahula 0.0540	Negatiboa ahula -0.0341	Positibo ahula 0.0410	Negatiboa ahula -0.0245	Positibo ahula 0.0109	Negatiboa ahula -0.0086	Negatiboa ahula -0.0275
Answer 6	-	Positibo ahula 0.0357	Positibo ahula 0.0246	Negatiboa ahula -0.0344	Negatiboa ahula -0.0608	Positibo ahula 0.0277	Positibo ahula 0.0229	Positibo ahula 0.0072
Autonomia (zenbat ados edo ados zaude?)
Answer 7	-	Positibo ahula 0.0016	Positibo ahula 0.0348	Positibo ahula 0.0258	Negatiboa ahula -0.0191	Negatiboa ahula -0.0419	Negatiboa ahula -0.0841	Positibo ahula 0.0825
Answer 8	-	Negatiboa ahula -0.0573	Negatiboa ahula -0.0029	Positibo ahula 0.0122	Positibo ahula 0.0448	Negatiboa ahula -0.0115	Positibo ahula 0.0099	Negatiboa ahula -0.0115
Answer 9	-	Negatiboa ahula -0.0468	Negatiboa ahula -0.0421	Negatiboa ahula -0.0479	Positibo ahula 0.0039	Positibo ahula 0.0124	Positibo ahula 0.0629	Positibo ahula 0.0282
Answer 10	-	Positibo ahula 0.0389	Positibo ahula 0.0265	Positibo ahula 0.0180	Negatiboa ahula -0.0055	Negatiboa ahula -0.0280	Positibo ahula 0.0106	Negatiboa ahula -0.0350
Answer 11	-	Positibo ahula 0.0421	Positibo ahula 0.0035	Negatiboa ahula -0.0329	Positibo ahula 0.0093	Positibo ahula 0.0516	Positibo ahula 0.0198	Negatiboa ahula -0.0752
Answer 8	-	Positibo ahula 0.0612	Negatiboa ahula -0.0362	Positibo ahula 0.0321	Negatiboa ahula -0.0556	Positibo ahula 0.0334	Negatiboa ahula -0.0049	Negatiboa ahula -0.0180
Answer 12	-	Positibo ahula 0.0477	Positibo ahula 0.0245	Negatiboa ahula -0.0123	Negatiboa ahula -0.0159	Positibo ahula 0.0194	Positibo ahula 8.59E-5	Negatiboa ahula -0.0340
Autonomia (zenbat ados edo ados zaude?)
Answer 13	-	Positibo ahula 0.0673	Positibo ahula 0.0178	Positibo ahula 0.0369	Negatiboa ahula -0.0535	Positibo ahula 0.0425	Negatiboa ahula -0.0236	Negatiboa ahula -0.0561
Answer 14	-	Positibo ahula 0.0595	Positibo ahula 0.0205	Positibo ahula 0.0383	Positibo ahula 0.0213	Negatiboa ahula -0.0187	Negatiboa ahula -0.0277	Negatiboa ahula -0.0632
Answer 15	-	Negatiboa ahula -0.0124	Negatiboa ahula -0.0176	Negatiboa ahula -0.0316	Positibo ahula 0.0775	Positibo ahula 0.0074	Positibo ahula 0.0175	Negatiboa ahula -0.0518
Answer 16	-	Negatiboa ahula -0.0173	Positibo ahula 0.0165	Negatiboa ahula -0.0368	Negatiboa ahula -0.0192	Positibo ahula 0.0037	Negatiboa ahula -0.0031	Positibo ahula 0.0517
Answer 17	-	Positibo ahula 0.0148	Positibo ahula 0.0422	Negatiboa ahula -0.0252	Negatiboa ahula -0.0235	Negatiboa ahula -0.0124	Positibo ahula 0.0409	Negatiboa ahula -0.0107
Answer 14	-	Negatiboa ahula -0.0432	Negatiboa ahula -0.0319	Positibo ahula 0.0074	Positibo ahula 0.0118	Negatiboa ahula -0.0476	Positibo ahula 0.0325	Positibo ahula 0.0460
Answer 18	-	Negatiboa ahula -0.0515	Negatiboa ahula -0.0338	Positibo ahula 0.0182	Negatiboa ahula -0.0560	Positibo ahula 0.0394	Negatiboa ahula -0.0371	Positibo ahula 0.0858
Autonomia (zenbat ados edo ados zaude?)
Answer 19	-	Negatiboa ahula -0.0246	Positibo ahula 0.0358	Positibo ahula 0.0092	Negatiboa ahula -0.0464	Negatiboa ahula -0.0243	Negatiboa ahula -0.0352	Positibo ahula 0.0822
Answer 20	-	Negatiboa ahula -0.0550	Negatiboa ahula -0.0228	Negatiboa ahula -0.0049	Positibo ahula 0.0095	Negatiboa ahula -0.0063	Positibo ahula 0.0107	Positibo ahula 0.0416
Answer 21	-	Positibo ahula 0.0457	Negatiboa ahula -0.0414	Negatiboa ahula -0.0069	Positibo ahula 0.0607	Negatiboa ahula -0.0230	Positibo ahula 0.0495	Negatiboa ahula -0.0767
Answer 22	-	Positibo ahula 0.0137	Positibo ahula 0.0080	Positibo ahula 0.0182	Negatiboa ahula -0.0104	Negatiboa ahula -0.0136	Negatiboa ahula -0.0183	Positibo ahula 0.0083
Answer 23	-	Negatiboa ahula -0.0041	Negatiboa ahula -0.0197	Negatiboa ahula -0.0179	Negatiboa ahula -0.0170	Positibo ahula 0.0748	Negatiboa ahula -0.0055	Negatiboa ahula -0.0185
Answer 20	-	Positibo ahula 0.0612	Positibo ahula 0.0302	Positibo ahula 0.0019	Positibo ahula 0.0020	Positibo ahula 0.0681	Negatiboa ahula -0.0073	Negatiboa ahula -0.1197
Answer 24	-	Positibo ahula 0.0435	Positibo ahula 0.0462	Negatiboa ahula -0.0054	Positibo ahula 0.0028	Negatiboa ahula -0.0284	Positibo ahula 0.0022	Negatiboa ahula -0.0260
Autonomia (zenbat ados edo ados zaude?)
Answer 25	-	Positibo ahula 0.0835	Positibo ahula 0.0310	Negatiboa ahula -0.0142	Negatiboa ahula -0.0301	Positibo ahula 0.0429	Negatiboa ahula -0.0260	Negatiboa ahula -0.0526
Answer 26	-	Positibo ahula 0.0304	Negatiboa ahula -0.0144	Positibo ahula 0.0278	Negatiboa ahula -0.0593	Positibo ahula 0.0236	Positibo ahula 0.0107	Negatiboa ahula -0.0101
Answer 27	-	Negatiboa ahula -0.0188	Negatiboa ahula -0.0328	Positibo ahula 0.0008	Negatiboa ahula -0.0204	Positibo ahula 0.0354	Positibo ahula 0.0038	Positibo ahula 0.0179
Answer 28	-	Positibo ahula 0.0351	Positibo ahula 0.0383	Positibo ahula 0.0322	Positibo ahula 0.0072	Negatiboa ahula -0.0274	Negatiboa ahula -0.0226	Negatiboa ahula -0.0337
Answer 29	-	Negatiboa ahula -0.0124	Negatiboa ahula -0.0006	Negatiboa ahula -0.0257	Positibo ahula 0.0225	Positibo ahula 0.0396	Negatiboa ahula -0.0344	Positibo ahula 0.0006
Answer 26	-	Negatiboa ahula -0.0065	Negatiboa ahula -0.0331	Negatiboa ahula -0.0242	Negatiboa ahula -0.0001	Negatiboa ahula -0.0071	Positibo ahula 0.0522	Positibo ahula 0.0073
Answer 30	-	Negatiboa ahula -0.0687	Positibo ahula 0.0277	Positibo ahula 0.0004	Positibo ahula 0.0673	Negatiboa ahula -0.0816	Negatiboa ahula -0.0034	Positibo ahula 0.0405
Autonomia (zenbat ados edo ados zaude?)
Answer 31	-	Positibo ahula 0.0937	Positibo ahula 0.0312	Negatiboa ahula -0.0114	Negatiboa ahula -0.0590	Positibo ahula 0.0553	Positibo ahula 0.0088	Negatiboa ahula -0.0753
Answer 32	-	Positibo ahula 0.0592	Positibo ahula 0.0246	Positibo ahula 0.0155	Negatiboa ahula -0.0092	Positibo ahula 0.0097	Negatiboa ahula -0.0068	Negatiboa ahula -0.0585
Answer 33	-	Negatiboa ahula -0.0561	Negatiboa ahula -0.0421	Negatiboa ahula -0.0049	Positibo ahula 0.0333	Positibo ahula 0.0486	Negatiboa ahula -0.0066	Negatiboa ahula -0.0057
Answer 34	-	Positibo ahula 0.0216	Negatiboa ahula -0.0104	Positibo ahula 0.0033	Negatiboa ahula -0.0236	Negatiboa ahula -0.0618	Positibo ahula 0.0270	Positibo ahula 0.0508
Answer 35	-	Negatiboa ahula -0.0444	Negatiboa ahula -0.0285	Negatiboa ahula -0.0116	Positibo ahula 0.0258	Negatiboa ahula -0.0148	Positibo ahula 0.0284	Positibo ahula 0.0194
Answer 32	-	Negatiboa ahula -0.0450	Negatiboa ahula -0.0236	Negatiboa ahula -0.0177	Positibo ahula 0.0455	Negatiboa ahula -0.0541	Positibo ahula 0.0154	Positibo ahula 0.0495
Answer 36	-	Negatiboa ahula -0.0224	Positibo ahula 0.0507	Positibo ahula 0.0230	Negatiboa ahula -0.0216	Positibo ahula 0.0052	Negatiboa ahula -0.0568	Positibo ahula 0.0287
Autonomia (zenbat ados edo ados zaude?)
Answer 37	-	Negatiboa ahula -0.0527	Positibo ahula 0.0321	Positibo ahula 0.0562	Positibo ahula 0.0215	Negatiboa ahula -0.0689	Negatiboa ahula -0.0753	Positibo ahula 0.0715
Answer 38	-	Negatiboa ahula -0.0095	Negatiboa ahula -0.0389	Negatiboa ahula -0.0325	Positibo ahula 0.0092	Positibo ahula 0.0107	Positibo ahula 0.0743	Negatiboa ahula -0.0229
Answer 39	-	Negatiboa ahula -0.0046	Positibo ahula 0.0125	Negatiboa ahula -0.0286	Negatiboa ahula -0.0194	Positibo ahula 0.0501	Positibo ahula 0.0182	Negatiboa ahula -0.0222
Answer 40	-	Positibo ahula 0.0503	Negatiboa ahula -0.0182	Positibo ahula 0.0098	Negatiboa ahula -0.0211	Positibo ahula 0.0132	Positibo ahula 0.0141	Negatiboa ahula -0.0347
Answer 41	-	Positibo ahula 0.0310	Negatiboa ahula -0.0033	Negatiboa ahula -0.0238	Positibo ahula 0.0313	Positibo ahula 0.0060	Positibo ahula 0.0151	Negatiboa ahula -0.0475
Answer 38	-	Positibo ahula 0.0376	Positibo ahula 0.0119	Positibo ahula 0.0096	Negatiboa ahula -0.0173	Positibo ahula 0.0205	Negatiboa ahula -0.0409	Negatiboa ahula -0.0049
Answer 42	-	Positibo ahula 0.0437	Positibo ahula 0.0060	Negatiboa ahula -0.0226	Negatiboa ahula -0.0363	Positibo ahula 0.0285	Negatiboa ahula -0.0154	Positibo ahula 0.0095
2) Ingurumen maisutasuna (zenbat ados edo ados zaude?)
Answer 43	-	Negatiboa ahula -0.0454	Negatiboa ahula -0.0248	Positibo ahula 0.0122	Positibo ahula 0.0770	Negatiboa ahula -0.0417	Negatiboa ahula -0.1039	Positibo ahula 0.0866
Answer 44	-	Negatiboa ahula -0.0066	Negatiboa ahula -0.0111	Positibo ahula 0.0033	Negatiboa ahula -0.0294	Positibo ahula 0.0116	Positibo ahula 0.0299	Negatiboa ahula -0.0031
Answer 45	-	Positibo ahula 0.0252	Negatiboa ahula -0.0306	Negatiboa ahula -0.0091	Negatiboa ahula -0.0143	Negatiboa ahula -0.0112	Positibo ahula 0.0883	Negatiboa ahula -0.0403
Answer 46	-	Positibo ahula 0.0109	Negatiboa ahula -0.0006	Negatiboa ahula -0.0107	Negatiboa ahula -0.0217	Negatiboa ahula -0.0010	Negatiboa ahula -0.0071	Positibo ahula 0.0360
Answer 47	-	Positibo ahula 0.0075	Positibo ahula 0.0299	Positibo ahula 0.0115	Negatiboa ahula -0.0072	Positibo ahula 0.0197	Negatiboa ahula -0.0027	Negatiboa ahula -0.0418
Answer 44	-	Positibo ahula 0.0412	Positibo ahula 0.0217	Negatiboa ahula -0.0222	Negatiboa ahula -0.0112	Positibo ahula 0.0704	Positibo ahula 0.0070	Negatiboa ahula -0.0826
Answer 48	-	Positibo ahula 0.0059	Positibo ahula 0.1014	Positibo ahula 0.0078	Negatiboa ahula -0.0354	Negatiboa ahula -0.0149	Positibo ahula 0.0118	Negatiboa ahula -0.0323
Ingurumen maisutasuna (zenbat ados edo ados zaude?)
Answer 49	-	Positibo ahula 0.0650	Positibo ahula 0.0882	Positibo ahula 0.0478	Negatiboa ahula -0.0781	Positibo ahula 0.0042	Negatiboa ahula -0.0319	Negatiboa ahula -0.0367
Answer 50	-	Positibo ahula 0.0658	Positibo ahula 0.0328	Negatiboa ahula -0.0290	Negatiboa ahula -0.0325	Positibo ahula 0.0133	Positibo ahula 0.0694	Negatiboa ahula -0.0736
Answer 51	-	Negatiboa ahula -0.0052	Negatiboa ahula -0.0361	Positibo ahula 0.0152	Positibo ahula 0.0125	Negatiboa ahula -0.0003	Positibo ahula 0.0141	Negatiboa ahula -0.0137
Answer 52	-	Positibo ahula 0.0129	Positibo ahula 0.0015	Negatiboa ahula -0.0012	Negatiboa ahula -0.0079	Positibo ahula 0.0005	Negatiboa ahula -0.0048	Positibo ahula 0.0035
Answer 53	-	Negatiboa ahula -0.0077	Positibo ahula 0.0193	Positibo ahula 0.0044	Positibo ahula 0.0081	Negatiboa ahula -0.0088	Negatiboa ahula -0.0157	Positibo ahula 0.0011
Answer 50	-	Negatiboa ahula -0.0560	Negatiboa ahula -0.0821	Negatiboa ahula -0.0020	Negatiboa ahula -0.0006	Positibo ahula 0.0094	Positibo ahula 0.0128	Positibo ahula 0.0689
Answer 54	-	Negatiboa ahula -0.0558	Positibo ahula 0.0033	Negatiboa ahula -0.0217	Positibo ahula 0.0769	Negatiboa ahula -0.0186	Negatiboa ahula -0.0573	Positibo ahula 0.0430
Ingurumen maisutasuna (zenbat ados edo ados zaude?)
Answer 55	-	Positibo ahula 0.0594	Positibo ahula 0.0956	Positibo ahula 0.0454	Negatiboa ahula -0.0786	Negatiboa ahula -0.0060	Negatiboa ahula -0.0362	Negatiboa ahula -0.0222
Answer 56	-	Positibo ahula 0.0100	Positibo ahula 0.0542	Negatiboa ahula -0.0105	Negatiboa ahula -0.0514	Positibo ahula 0.0344	Positibo ahula 0.0330	Negatiboa ahula -0.0398
Answer 57	-	Positibo ahula 0.0523	Negatiboa ahula -0.0294	Negatiboa ahula -0.0005	Negatiboa ahula -0.0201	Positibo ahula 0.0111	Positibo ahula 0.0171	Negatiboa ahula -0.0204
Answer 58	-	Positibo ahula 0.0174	Positibo ahula 0.0383	Negatiboa ahula -0.0095	Negatiboa ahula -0.0028	Negatiboa ahula -0.0440	Positibo ahula 0.0304	Negatiboa ahula -0.0077
Answer 59	-	Negatiboa ahula -0.0521	Negatiboa ahula -0.0266	Negatiboa ahula -0.0111	Positibo ahula 0.0546	Positibo ahula 0.0082	Positibo ahula 0.0172	Negatiboa ahula -0.0152
Answer 56	-	Negatiboa ahula -0.0463	Negatiboa ahula -0.0570	Positibo ahula 0.0429	Positibo ahula 0.0113	Negatiboa ahula -0.0265	Negatiboa ahula -0.0164	Positibo ahula 0.0537
Answer 60	-	Negatiboa ahula -0.0378	Negatiboa ahula -0.0457	Negatiboa ahula -0.0481	Positibo ahula 0.0762	Positibo ahula 0.0177	Negatiboa ahula -0.0500	Positibo ahula 0.0444
Ingurumen maisutasuna (zenbat ados edo ados zaude?)
Answer 61	-	Positibo ahula 0.0108	Negatiboa ahula -0.0503	Positibo ahula 0.0049	Positibo ahula 0.0014	Positibo ahula 0.0020	Negatiboa ahula -0.0539	Positibo ahula 0.0631
Answer 62	-	Negatiboa ahula -0.0417	Negatiboa ahula -0.0726	Positibo ahula 0.0190	Positibo ahula 0.0429	Positibo ahula 0.0054	Negatiboa ahula -0.0448	Positibo ahula 0.0410
Answer 63	-	Positibo ahula 0.0070	Positibo ahula 0.0195	Negatiboa ahula -0.0221	Negatiboa ahula -0.0156	Positibo ahula 0.0099	Positibo ahula 0.0299	Negatiboa ahula -0.0172
Answer 64	-	Positibo ahula 0.0567	Positibo ahula 0.0424	Negatiboa ahula -0.0211	Negatiboa ahula -0.0255	Negatiboa ahula -0.0293	Positibo ahula 0.0316	Negatiboa ahula -0.0150
Answer 65	-	Negatiboa ahula -0.0114	Positibo ahula 0.0293	Negatiboa ahula -0.0083	Positibo ahula 0.0021	Positibo ahula 0.0082	Positibo ahula 0.0611	Negatiboa ahula -0.0627
Answer 62	-	Negatiboa ahula -0.0035	Positibo ahula 0.0596	Negatiboa ahula -0.0050	Positibo ahula 0.0024	Negatiboa ahula -0.0077	Positibo ahula 0.0342	Negatiboa ahula -0.0539
Answer 66	-	Positibo ahula 0.0052	Positibo ahula 0.0621	Positibo ahula 0.0379	Negatiboa ahula -0.0461	Positibo ahula 0.0017	Negatiboa ahula -0.0187	Negatiboa ahula -0.0133
Ingurumen maisutasuna (zenbat ados edo ados zaude?)
Answer 67	-	Positibo ahula 0.0362	Positibo ahula 0.0402	Positibo ahula 0.0481	Negatiboa ahula -0.0695	Negatiboa ahula -0.0562	Negatiboa ahula -0.0126	Positibo ahula 0.0453
Answer 68	-	Positibo ahula 0.0103	Positibo ahula 0.0592	Positibo ahula 0.0082	Negatiboa ahula -0.0495	Negatiboa ahula -0.0270	Positibo ahula 0.0176	Positibo ahula 0.0110
Answer 69	-	Positibo ahula 0.0205	Negatiboa ahula -0.0264	Positibo ahula 0.0192	Negatiboa ahula -0.0751	Positibo ahula 0.0114	Positibo ahula 0.0051	Positibo ahula 0.0415
Answer 70	-	Negatiboa ahula -0.0095	Positibo ahula 0.0047	Positibo ahula 0.0077	Negatiboa ahula -0.0476	Negatiboa ahula -0.0081	Positibo ahula 0.0378	Positibo ahula 0.0199
Answer 71	-	Negatiboa ahula -0.0357	Negatiboa ahula -0.0036	Positibo ahula 0.0051	Positibo ahula 0.0019	Positibo ahula 0.0147	Positibo ahula 0.0087	Negatiboa ahula -0.0059
Answer 68	-	Negatiboa ahula -0.0244	Negatiboa ahula -0.0598	Negatiboa ahula -0.0539	Positibo ahula 0.0452	Positibo ahula 0.0351	Positibo ahula 0.0550	Negatiboa ahula -0.0250
Answer 72	-	Positibo ahula 0.0058	Negatiboa ahula -0.0001	Negatiboa ahula -0.0149	Positibo ahula 0.1443	Positibo ahula 0.0139	Negatiboa ahula -0.0973	Negatiboa ahula -0.0622
Ingurumen maisutasuna (zenbat ados edo ados zaude?)
Answer 73	-	Negatiboa ahula -0.0206	Positibo ahula 0.0058	Negatiboa ahula -0.0014	Positibo ahula 0.1117	Positibo ahula 0.0007	Negatiboa ahula -0.1256	Positibo ahula 0.0067
Answer 74	-	Negatiboa ahula -0.0295	Negatiboa ahula -0.0471	Positibo ahula 0.0342	Negatiboa ahula -0.0160	Negatiboa ahula -0.0302	Positibo ahula 0.0612	Positibo ahula 0.0109
Answer 75	-	Negatiboa ahula -0.0060	Negatiboa ahula -0.0032	Negatiboa ahula -0.0339	Negatiboa ahula -0.0472	Positibo ahula 0.0225	Positibo ahula 0.0587	Positibo ahula 0.0093
Answer 76	-	Positibo ahula 0.0523	Positibo ahula 0.0134	Negatiboa ahula -0.0285	Negatiboa ahula -0.0612	Positibo ahula 0.0112	Positibo ahula 0.0263	Positibo ahula 0.0111
Answer 77	-	Positibo ahula 0.0454	Positibo ahula 0.0180	Positibo ahula 0.0385	Negatiboa ahula -0.0052	Negatiboa ahula -0.0367	Positibo ahula 0.0003	Negatiboa ahula -0.0350
Answer 74	-	Positibo ahula 0.0317	Positibo ahula 0.0265	Negatiboa ahula -0.0218	Negatiboa ahula -0.0314	Positibo ahula 0.0329	Positibo ahula 0.0118	Negatiboa ahula -0.0265
Answer 78	-	Negatiboa ahula -0.0303	Positibo ahula 0.0473	Negatiboa ahula -0.0040	Negatiboa ahula -0.0330	Positibo ahula 0.0291	Positibo ahula 0.0021	Negatiboa ahula -0.0034
Ingurumen maisutasuna (zenbat ados edo ados zaude?)
Answer 79	-	Positibo ahula 0.0504	Positibo ahula 0.0533	Positibo ahula 0.0241	Negatiboa ahula -0.0914	Positibo ahula 0.0121	Positibo ahula 0.0329	Negatiboa ahula -0.0344
Answer 80	-	Positibo ahula 0.0126	Positibo ahula 0.0525	Negatiboa ahula -0.0006	Negatiboa ahula -0.0379	Negatiboa ahula -0.0097	Positibo ahula 0.0065	Positibo ahula 0.0001
Answer 81	-	Positibo ahula 0.0473	Negatiboa ahula -0.0111	Negatiboa ahula -0.0090	Negatiboa ahula -0.0360	Positibo ahula 0.0068	Positibo ahula 0.0400	Negatiboa ahula -0.0185
Answer 82	-	Negatiboa ahula -0.0119	Negatiboa ahula -0.0136	Positibo ahula 0.0307	Positibo ahula 0.0073	Negatiboa ahula -0.0115	Positibo ahula 0.0129	Negatiboa ahula -0.0165
Answer 83	-	Negatiboa ahula -0.0074	Negatiboa ahula -0.0232	Negatiboa ahula -0.0043	Negatiboa ahula -0.0010	Negatiboa ahula -0.0091	Positibo ahula 0.0294	Positibo ahula 0.0056
Answer 80	-	Negatiboa ahula -0.0561	Negatiboa ahula -0.0405	Negatiboa ahula -0.0116	Positibo ahula 0.0450	Positibo ahula 0.0052	Negatiboa ahula -0.0177	Positibo ahula 0.0353
Answer 84	-	Negatiboa ahula -0.0320	Negatiboa ahula -0.0116	Negatiboa ahula -0.0185	Positibo ahula 0.0961	Positibo ahula 0.0040	Negatiboa ahula -0.0896	Positibo ahula 0.0212
3) Hazkunde pertsonala (zenbat ados edo ados zaude?)
Answer 85	-	Negatiboa ahula -0.0392	Negatiboa ahula -0.1316	Positibo ahula 0.0043	Negatiboa ahula -0.0029	Negatiboa ahula -0.0418	Negatiboa ahula -0.0195	Positibo ahula 0.1643
Answer 86	-	Negatiboa ahula -0.0232	Positibo ahula 0.0672	Negatiboa ahula -0.0021	Positibo ahula 0.0413	Positibo ahula 0.0279	Positibo ahula 0.0291	Negatiboa ahula -0.1182
Answer 87	-	Positibo ahula 0.0701	Positibo ahula 0.0604	Negatiboa ahula -0.0123	Negatiboa ahula -0.0082	Positibo ahula 0.0468	Negatiboa ahula -0.0037	Negatiboa ahula -0.1058
Answer 88	-	Positibo ahula 0.0413	Positibo ahula 0.0623	Negatiboa ahula -0.0095	Negatiboa ahula -0.0449	Positibo ahula 0.0002	Negatiboa ahula -0.0035	Negatiboa ahula -0.0094
Answer 89	-	Positibo ahula 0.0046	Positibo ahula 0.0639	Positibo ahula 0.0208	Negatiboa ahula -0.0117	Negatiboa ahula -0.0187	Positibo ahula 0.0136	Negatiboa ahula -0.0429
Answer 86	-	Positibo ahula 0.0240	Positibo ahula 0.0081	Negatiboa ahula -0.0307	Negatiboa ahula -0.0100	Positibo ahula 0.0278	Positibo ahula 0.0220	Negatiboa ahula -0.0274
Answer 90	-	Positibo ahula 0.0231	Positibo ahula 0.0422	Positibo ahula 0.0309	Negatiboa ahula -0.0362	Negatiboa ahula -0.0221	Negatiboa ahula -0.0326	Positibo ahula 0.0133
Hazkunde pertsonala (zenbat ados edo ados zaude?)
Answer 91	-	Negatiboa ahula -0.0022	Negatiboa ahula -7.56E-5	Positibo ahula 0.0184	Positibo ahula 0.0303	Negatiboa ahula -0.0233	Negatiboa ahula -0.0060	Negatiboa ahula -0.0165
Answer 92	-	Positibo ahula 0.0133	Positibo ahula 0.0248	Negatiboa ahula -0.0067	Positibo ahula 0.0228	Positibo ahula 0.0268	Negatiboa ahula -0.0326	Negatiboa ahula -0.0389
Answer 93	-	Positibo ahula 0.0290	Positibo ahula 0.1174	Negatiboa ahula -0.0152	Negatiboa ahula -0.0350	Positibo ahula 0.0172	Negatiboa ahula -0.0085	Negatiboa ahula -0.0531
Answer 94	-	Positibo ahula 0.1178	Positibo ahula 0.0399	Negatiboa ahula -0.0361	Negatiboa ahula -0.0251	Negatiboa ahula -0.0087	Negatiboa ahula -0.0045	Negatiboa ahula -0.0341
Answer 95	-	Positibo ahula 0.0514	Positibo ahula 0.0876	Negatiboa ahula -0.0147	Positibo ahula 0.0200	Negatiboa ahula -0.0041	Positibo ahula 0.0315	Negatiboa ahula -0.1176
Answer 92	-	Negatiboa ahula -0.0110	Positibo ahula 0.0518	Negatiboa ahula -0.0254	Positibo ahula 0.0164	Positibo ahula 0.0200	Positibo ahula 0.0896	Negatiboa ahula -0.1135
Answer 96	-	Negatiboa ahula -0.0787	Negatiboa ahula -0.1408	Positibo ahula 0.0371	Negatiboa ahula -0.0240	Negatiboa ahula -0.0115	Negatiboa ahula -0.0563	Positibo ahula 0.1887
Hazkunde pertsonala (zenbat ados edo ados zaude?)
Answer 97	-	Positibo ahula 0.0565	Positibo ahula 0.0558	Positibo ahula 0.0246	Negatiboa ahula -0.0368	Negatiboa ahula -0.0094	Negatiboa ahula -0.0296	Negatiboa ahula -0.0208
Answer 98	-	Positibo ahula 0.0223	Positibo ahula 0.0445	Positibo ahula 0.0200	Negatiboa ahula -0.0307	Negatiboa ahula -0.0111	Negatiboa ahula -0.0169	Negatiboa ahula -0.0046
Answer 99	-	Positibo ahula 0.0139	Positibo ahula 0.0867	Positibo ahula 0.0011	Negatiboa ahula -0.0277	Positibo ahula 0.0122	Positibo ahula 0.0255	Negatiboa ahula -0.0725
Answer 100	-	Positibo ahula 0.1102	Positibo ahula 0.0248	Negatiboa ahula -0.0155	Negatiboa ahula -0.0196	Positibo ahula 0.0252	Negatiboa ahula -0.0385	Negatiboa ahula -0.0444
Answer 101	-	Positibo ahula 0.0668	Positibo ahula 0.0588	Negatiboa ahula -0.0225	Negatiboa ahula -0.0187	Positibo ahula 0.0208	Positibo ahula 0.0008	Negatiboa ahula -0.0619
Answer 98	-	Negatiboa ahula -0.0077	Negatiboa ahula -0.0169	Negatiboa ahula -0.0223	Negatiboa ahula -0.0548	Positibo ahula 0.0275	Positibo ahula 0.0721	Positibo ahula 0.0028
Answer 102	-	Negatiboa ahula -0.1141	Negatiboa ahula -0.1012	Positibo ahula 0.0186	Positibo ahula 0.0949	Negatiboa ahula -0.0407	Negatiboa ahula -0.0293	Positibo ahula 0.0898
Hazkunde pertsonala (zenbat ados edo ados zaude?)
Answer 103	-	Negatiboa ahula -0.0591	Negatiboa ahula -0.0675	Negatiboa ahula -0.0156	Negatiboa ahula -0.0168	Negatiboa ahula -0.0272	Negatiboa ahula -0.0156	Positibo ahula 0.1471
Answer 104	-	Negatiboa ahula -0.0153	Positibo ahula 0.0179	Negatiboa ahula -0.0214	Positibo ahula 0.0460	Positibo ahula 0.0107	Positibo ahula 0.0232	Negatiboa ahula -0.0570
Answer 105	-	Positibo ahula 0.0252	Positibo ahula 0.0337	Negatiboa ahula -0.0126	Positibo ahula 0.0030	Positibo ahula 0.0764	Positibo ahula 0.0091	Negatiboa ahula -0.1103
Answer 106	-	Positibo ahula 0.0782	Positibo ahula 0.0456	Positibo ahula 0.0111	Negatiboa ahula -0.0124	Negatiboa ahula -0.0211	Negatiboa ahula -0.0101	Negatiboa ahula -0.0449
Answer 107	-	Positibo ahula 0.0264	Positibo ahula 0.0250	Positibo ahula 0.0443	Negatiboa ahula -0.0292	Positibo ahula 0.0006	Negatiboa ahula -0.0104	Negatiboa ahula -0.0339
Answer 104	-	Positibo ahula 0.0313	Positibo ahula 0.0463	Positibo ahula 0.0427	Negatiboa ahula -0.0107	Negatiboa ahula -0.0513	Positibo ahula 0.0362	Negatiboa ahula -0.0552
Answer 108	-	Positibo ahula 0.0604	Negatiboa ahula -0.0006	Positibo ahula 0.0656	Negatiboa ahula -0.0438	Negatiboa ahula -0.0053	Negatiboa ahula -0.0465	Negatiboa ahula -0.0065
Hazkunde pertsonala (zenbat ados edo ados zaude?)
Answer 109	-	Positibo ahula 0.0576	Positibo ahula 0.0913	Positibo ahula 0.0478	Negatiboa ahula -0.0364	Negatiboa ahula -0.0141	Negatiboa ahula -0.0217	Negatiboa ahula -0.0659
Answer 110	-	Positibo ahula 0.0246	Positibo ahula 0.0084	Positibo ahula 0.0532	Positibo ahula 0.0089	Negatiboa ahula -0.0232	Negatiboa ahula -0.0421	Negatiboa ahula -0.0152
Answer 111	-	Positibo ahula 0.0518	Positibo ahula 0.0635	Negatiboa ahula -0.0070	Positibo ahula 0.0185	Positibo ahula 0.0475	Positibo ahula 0.0260	Negatiboa ahula -0.1505
Answer 112	-	Positibo ahula 0.0292	Positibo ahula 0.0213	Negatiboa ahula -0.0158	Negatiboa ahula -0.0390	Positibo ahula 0.0071	Positibo ahula 0.0351	Negatiboa ahula -0.0206
Answer 113	-	Positibo ahula 0.0519	Positibo ahula 0.0154	Negatiboa ahula -0.0542	Negatiboa ahula -0.0069	Positibo ahula 0.0107	Positibo ahula 0.0485	Negatiboa ahula -0.0408
Answer 110	-	Negatiboa ahula -0.0567	Negatiboa ahula -0.0786	Positibo ahula 0.0068	Negatiboa ahula -0.0045	Positibo ahula 0.0291	Positibo ahula 0.0112	Positibo ahula 0.0500
Answer 114	-	Negatiboa ahula -0.0905	Negatiboa ahula -0.0579	Negatiboa ahula -0.0168	Positibo ahula 0.0352	Negatiboa ahula -0.0524	Negatiboa ahula -0.0462	Positibo ahula 0.1589
Hazkunde pertsonala (zenbat ados edo ados zaude?)
Answer 115	-	Positibo ahula 0.0298	Positibo ahula 0.0274	Positibo ahula 0.0016	Negatiboa ahula -0.0239	Negatiboa ahula -0.0054	Negatiboa ahula -0.0064	Negatiboa ahula -0.0068
Answer 116	-	Positibo ahula 0.0616	Positibo ahula 0.0851	Negatiboa ahula -0.0075	Negatiboa ahula -0.0098	Positibo ahula 0.0236	Negatiboa ahula -0.0235	Negatiboa ahula -0.0750
Answer 117	-	Positibo ahula 0.0204	Positibo ahula 0.0381	Positibo ahula 0.0052	Positibo ahula 0.0160	Negatiboa ahula -0.0134	Positibo ahula 0.0209	Negatiboa ahula -0.0621
Answer 118	-	Positibo ahula 0.0625	Positibo ahula 0.0496	Negatiboa ahula -0.0061	Negatiboa ahula -0.0188	Negatiboa ahula -0.0066	Negatiboa ahula -0.0161	Negatiboa ahula -0.0266
Answer 119	-	Positibo ahula 0.0196	Positibo ahula 0.0088	Positibo ahula 0.0185	Negatiboa ahula -0.0144	Negatiboa ahula -0.0428	Positibo ahula 0.0466	Negatiboa ahula -0.0202
Answer 116	-	Negatiboa ahula -0.0546	Negatiboa ahula -0.0389	Negatiboa ahula -0.0588	Positibo ahula 0.0351	Positibo ahula 0.0440	Positibo ahula 0.1062	Negatiboa ahula -0.0564
Answer 120	-	Negatiboa ahula -0.0494	Negatiboa ahula -0.0662	Positibo ahula 0.0374	Negatiboa ahula -0.0004	Negatiboa ahula -0.0104	Negatiboa ahula -0.0896	Positibo ahula 0.1272
Hazkunde pertsonala (zenbat ados edo ados zaude?)
Answer 121	-	Negatiboa ahula -0.0749	Negatiboa ahula -0.0702	Positibo ahula 0.0315	Negatiboa ahula -0.0359	Negatiboa ahula -0.0168	Negatiboa ahula -0.0479	Positibo ahula 0.1583
Answer 122	-	Positibo ahula 0.0012	Negatiboa ahula -0.0146	Negatiboa ahula -7.15E-5	Positibo ahula 0.0186	Negatiboa ahula -0.0002	Positibo ahula 0.0250	Negatiboa ahula -0.0309
Answer 123	-	Positibo ahula 0.0488	Positibo ahula 0.0691	Negatiboa ahula -0.0426	Positibo ahula 0.0483	Negatiboa ahula -0.0021	Positibo ahula 0.0456	Negatiboa ahula -0.1232
Answer 124	-	Positibo ahula 0.0594	Positibo ahula 0.0300	Negatiboa ahula -0.0070	Negatiboa ahula -0.0138	Positibo ahula 0.0103	Positibo ahula 0.0061	Negatiboa ahula -0.0527
Answer 125	-	Positibo ahula 0.0128	Positibo ahula 0.0101	Positibo ahula 0.0081	Positibo ahula 0.0402	Positibo ahula 0.0160	Positibo ahula 0.0167	Negatiboa ahula -0.0908
Answer 122	-	Positibo ahula 0.0146	Positibo ahula 0.0611	Negatiboa ahula -0.0307	Negatiboa ahula -0.0290	Positibo ahula 0.0496	Negatiboa ahula -0.0036	Negatiboa ahula -0.0401
Answer 126	-	Positibo ahula 0.0532	Positibo ahula 0.0392	Positibo ahula 0.0099	Negatiboa ahula -0.0165	Negatiboa ahula -0.0199	Negatiboa ahula -0.0221	Negatiboa ahula -0.0120
4) Harreman positiboak besteekin (zenbat ados edo ados zaude?)
Answer 127	-	Positibo ahula 0.0169	Negatiboa ahula -0.0776	Negatiboa ahula -0.0056	Positibo ahula 0.0102	Positibo ahula 0.0188	Negatiboa ahula -0.0627	Positibo ahula 0.0687
Answer 128	-	Negatiboa ahula -0.0650	Negatiboa ahula -0.0825	Negatiboa ahula -0.0368	Negatiboa ahula -0.0020	Positibo ahula 0.0760	Positibo ahula 0.0206	Positibo ahula 0.0369
Answer 129	-	Negatiboa ahula -0.0287	Positibo ahula 0.0633	Positibo ahula 0.0131	Positibo ahula 0.0118	Negatiboa ahula -0.0089	Positibo ahula 0.0367	Negatiboa ahula -0.0683
Answer 130	-	Positibo ahula 0.0764	Positibo ahula 0.0772	Negatiboa ahula -0.0294	Negatiboa ahula -0.0073	Negatiboa ahula -0.0544	Positibo ahula 0.0158	Negatiboa ahula -0.0241
Answer 131	-	Positibo ahula 0.0415	Positibo ahula 0.0807	Positibo ahula 0.0458	Negatiboa ahula -0.0186	Negatiboa ahula -0.0581	Positibo ahula 0.0361	Negatiboa ahula -0.0763
Answer 128	-	Positibo ahula 0.0361	Positibo ahula 0.0560	Positibo ahula 0.0717	Negatiboa ahula -0.0214	Negatiboa ahula -0.0810	Negatiboa ahula -0.0092	Negatiboa ahula -0.0141
Answer 132	-	Positibo ahula 0.0018	Positibo ahula 0.0983	Positibo ahula 0.0376	Positibo ahula 0.0030	Negatiboa ahula -0.0472	Negatiboa ahula -0.0153	Negatiboa ahula -0.0377
Harreman positiboak besteekin (zenbat ados edo ados zaude?)
Answer 133	-	Positibo ahula 0.0378	Negatiboa ahula -0.0379	Positibo ahula 0.0296	Positibo ahula 0.0159	Positibo ahula 0.0360	Negatiboa ahula -0.1012	Positibo ahula 0.0076
Answer 134	-	Negatiboa ahula -0.0292	Negatiboa ahula -0.0531	Negatiboa ahula -0.0427	Negatiboa ahula -0.0005	Positibo ahula 0.0498	Positibo ahula 0.0192	Positibo ahula 0.0308
Answer 135	-	Positibo ahula 0.0041	Negatiboa ahula -0.0321	Negatiboa ahula -0.0335	Negatiboa ahula -0.0072	Positibo ahula 0.0162	Positibo ahula 0.0525	Negatiboa ahula -0.0077
Answer 136	-	Positibo ahula 0.0015	Positibo ahula 0.0406	Positibo ahula 0.0043	Negatiboa ahula -0.0137	Negatiboa ahula -0.0544	Positibo ahula 0.0425	Negatiboa ahula -0.0007
Answer 137	-	Positibo ahula 0.0108	Positibo ahula 0.0775	Positibo ahula 0.0336	Negatiboa ahula -0.0079	Negatiboa ahula -0.0471	Positibo ahula 0.0137	Negatiboa ahula -0.0470
Answer 134	-	Negatiboa ahula -0.0166	Positibo ahula 0.0925	Positibo ahula 0.0301	Positibo ahula 0.0205	Negatiboa ahula -0.0786	Negatiboa ahula -0.0059	Negatiboa ahula -0.0153
Answer 138	-	Negatiboa ahula -0.0354	Positibo ahula 0.0451	Positibo ahula 0.0336	Negatiboa ahula -0.0163	Negatiboa ahula -0.0247	Positibo ahula 0.0139	Negatiboa ahula -0.0059
Harreman positiboak besteekin (zenbat ados edo ados zaude?)
Answer 139	-	Positibo ahula 0.0355	Positibo ahula 0.0693	Positibo ahula 0.0374	Positibo ahula 0.0017	Negatiboa ahula -0.0525	Negatiboa ahula -0.0375	Negatiboa ahula -0.0150
Answer 140	-	Positibo ahula 0.0263	Positibo ahula 0.0975	Positibo ahula 0.0282	Positibo ahula 0.0029	Negatiboa ahula -0.0434	Negatiboa ahula -0.0029	Negatiboa ahula -0.0587
Answer 141	-	Negatiboa ahula -0.0104	Positibo ahula 0.0193	Negatiboa ahula -0.0015	Positibo ahula 0.0232	Positibo ahula 0.0236	Positibo ahula 0.0131	Negatiboa ahula -0.0613
Answer 142	-	Positibo ahula 0.0387	Negatiboa ahula -0.0014	Negatiboa ahula -0.0008	Negatiboa ahula -0.0450	Positibo ahula 0.0033	Positibo ahula 0.0047	Positibo ahula 0.0106
Answer 143	-	Negatiboa ahula -0.0120	Negatiboa ahula -0.0053	Negatiboa ahula -0.0301	Negatiboa ahula -0.0160	Positibo ahula 0.0285	Positibo ahula 0.0583	Negatiboa ahula -0.0254
Answer 140	-	Negatiboa ahula -0.0033	Negatiboa ahula -0.0462	Positibo ahula 0.0122	Negatiboa ahula -0.0341	Positibo ahula 0.0067	Positibo ahula 0.0197	Positibo ahula 0.0297
Answer 144	-	Negatiboa ahula -0.0500	Negatiboa ahula -0.0921	Negatiboa ahula -0.0358	Positibo ahula 0.0485	Positibo ahula 0.0245	Negatiboa ahula -0.0424	Positibo ahula 0.0857
Harreman positiboak besteekin (zenbat ados edo ados zaude?)
Answer 145	-	Positibo ahula 0.0232	Positibo ahula 0.0944	Positibo ahula 0.0205	Negatiboa ahula -0.0747	Negatiboa ahula -0.0106	Negatiboa ahula -0.0101	Positibo ahula 0.0022
Answer 146	-	Positibo ahula 0.0402	Negatiboa ahula -0.0030	Positibo ahula 0.0091	Negatiboa ahula -0.0827	Positibo ahula 0.0148	Negatiboa ahula -0.0055	Positibo ahula 0.0413
Answer 147	-	Positibo ahula 0.0243	Positibo ahula 0.0389	Negatiboa ahula -0.0092	Negatiboa ahula -0.0763	Positibo ahula 0.0210	Positibo ahula 0.0475	Negatiboa ahula -0.0153
Answer 148	-	Positibo ahula 0.0621	Negatiboa ahula -0.0113	Positibo ahula 0.0098	Negatiboa ahula -0.0663	Negatiboa ahula -0.0013	Positibo ahula 0.0050	Positibo ahula 0.0166
Answer 149	-	Positibo ahula 0.0054	Negatiboa ahula -0.0242	Negatiboa ahula -0.0248	Positibo ahula 0.0227	Positibo ahula 0.0137	Positibo ahula 0.0154	Negatiboa ahula -0.0172
Answer 146	-	Positibo ahula 0.0044	Negatiboa ahula -0.0168	Negatiboa ahula -0.0213	Positibo ahula 0.0183	Negatiboa ahula -0.0308	Positibo ahula 0.0492	Negatiboa ahula -0.0054
Answer 150	-	Negatiboa ahula -0.0997	Negatiboa ahula -0.0379	Positibo ahula 0.0154	Positibo ahula 0.1545	Positibo ahula 0.0008	Negatiboa ahula -0.0745	Negatiboa ahula -0.0133
Harreman positiboak besteekin (zenbat ados edo ados zaude?)
Answer 151	-	Positibo ahula 0.0049	Negatiboa ahula -0.0558	Negatiboa ahula -0.0167	Positibo ahula 0.0236	Positibo ahula 0.0693	Negatiboa ahula -0.0437	Negatiboa ahula -0.0044
Answer 152	-	Negatiboa ahula -0.0221	Negatiboa ahula -0.0369	Positibo ahula 0.0137	Positibo ahula 0.0101	Negatiboa ahula -0.0248	Positibo ahula 0.0390	Positibo ahula 0.0055
Answer 153	-	Negatiboa ahula -0.0080	Positibo ahula 0.0432	Negatiboa ahula -0.0134	Negatiboa ahula -0.0203	Negatiboa ahula -0.0245	Positibo ahula 0.0566	Negatiboa ahula -0.0182
Answer 154	-	Positibo ahula 0.0297	Positibo ahula 0.0465	Negatiboa ahula -0.0013	Negatiboa ahula -0.0018	Negatiboa ahula -0.0514	Negatiboa ahula -0.0161	Positibo ahula 0.0144
Answer 155	-	Positibo ahula 0.0202	Positibo ahula 0.0043	Negatiboa ahula -0.0144	Negatiboa ahula -0.0390	Positibo ahula 0.0278	Negatiboa ahula -0.0080	Positibo ahula 0.0200
Answer 152	-	Negatiboa ahula -0.0137	Positibo ahula 0.0987	Positibo ahula 0.0116	Positibo ahula 0.0269	Positibo ahula 0.0056	Negatiboa ahula -0.0482	Negatiboa ahula -0.0519
Answer 156	-	Positibo ahula 0.0102	Positibo ahula 0.0185	Positibo ahula 0.0451	Negatiboa ahula -0.0519	Negatiboa ahula -0.0569	Positibo ahula 0.0040	Positibo ahula 0.0455
Harreman positiboak besteekin (zenbat ados edo ados zaude?)
Answer 157	-	Positibo ahula 0.0673	Positibo ahula 0.0816	Positibo ahula 0.0041	Negatiboa ahula -0.0392	Positibo ahula 0.0407	Negatiboa ahula -0.0420	Negatiboa ahula -0.0614
Answer 158	-	Positibo ahula 0.0090	Positibo ahula 0.0218	Positibo ahula 0.0225	Negatiboa ahula -0.0507	Negatiboa ahula -0.0085	Positibo ahula 0.0512	Negatiboa ahula -0.0238
Answer 159	-	Positibo ahula 0.0210	Negatiboa ahula -0.0314	Negatiboa ahula -0.0503	Positibo ahula 0.0111	Negatiboa ahula -0.0230	Positibo ahula 0.0670	Negatiboa ahula -0.0007
Answer 160	-	Positibo ahula 0.0030	Positibo ahula 0.0448	Positibo ahula 0.0030	Negatiboa ahula -0.0210	Negatiboa ahula -0.0478	Positibo ahula 0.0154	Positibo ahula 0.0218
Answer 161	-	Negatiboa ahula -0.0038	Negatiboa ahula -0.0060	Positibo ahula 0.0088	Negatiboa ahula -0.0311	Positibo ahula 0.0079	Positibo ahula 0.0595	Negatiboa ahula -0.0255
Answer 158	-	Negatiboa ahula -0.0054	Negatiboa ahula -0.0334	Positibo ahula 0.0034	Positibo ahula 0.0214	Positibo ahula 0.0255	Negatiboa ahula -0.0230	Negatiboa ahula -0.0045
Answer 162	-	Negatiboa ahula -0.0661	Negatiboa ahula -0.0516	Positibo ahula 0.0069	Positibo ahula 0.0712	Negatiboa ahula -0.0006	Negatiboa ahula -0.0790	Positibo ahula 0.0661
Harreman positiboak besteekin (zenbat ados edo ados zaude?)
Answer 163	-	Positibo ahula 0.0102	Negatiboa ahula -0.0702	Negatiboa ahula -0.0289	Positibo ahula 0.0255	Positibo ahula 0.0690	Negatiboa ahula -0.0654	Positibo ahula 0.0287
Answer 164	-	Negatiboa ahula -0.0379	Negatiboa ahula -0.0082	Positibo ahula 0.0076	Positibo ahula 0.0065	Negatiboa ahula -0.0169	Positibo ahula 0.0679	Negatiboa ahula -0.0283
Answer 165	-	Negatiboa ahula -0.0286	Positibo ahula 0.0277	Positibo ahula 0.0257	Negatiboa ahula -0.0127	Negatiboa ahula -0.0346	Positibo ahula 0.0425	Negatiboa ahula -0.0112
Answer 166	-	Positibo ahula 0.0647	Positibo ahula 0.0780	Positibo ahula 0.0057	Negatiboa ahula -0.0132	Negatiboa ahula -0.0582	Negatiboa ahula -0.0117	Negatiboa ahula -0.0141
Answer 167	-	Positibo ahula 0.0041	Positibo ahula 0.0341	Negatiboa ahula -0.0297	Negatiboa ahula -0.0141	Negatiboa ahula -0.0054	Positibo ahula 0.0330	Negatiboa ahula -0.0080
Answer 164	-	Positibo ahula 0.0221	Positibo ahula 0.0369	Positibo ahula 0.0078	Negatiboa ahula -0.0092	Negatiboa ahula -0.0058	Negatiboa ahula -0.0478	Positibo ahula 0.0111
Answer 168	-	Positibo ahula 0.0042	Positibo ahula 0.0175	Positibo ahula 0.0502	Negatiboa ahula -0.0439	Negatiboa ahula -0.0226	Negatiboa ahula -0.0268	Positibo ahula 0.0295
5) Bizitzan xedea (zenbat ados edo ados zaude?)
Answer 169	-	Negatiboa ahula -0.0430	Negatiboa ahula -0.0413	Positibo ahula 0.0328	Positibo ahula 0.1833	Negatiboa ahula -0.0612	Negatiboa ahula -0.1331	Positibo ahula 0.0128
Answer 170	-	Negatiboa ahula -0.0023	Positibo ahula 0.0021	Negatiboa ahula -0.0363	Negatiboa ahula -0.0425	Positibo ahula 0.0173	Positibo ahula 0.0682	Negatiboa ahula -0.0010
Answer 171	-	Positibo ahula 0.0177	Negatiboa ahula -0.0213	Positibo ahula 0.0184	Negatiboa ahula -0.1199	Positibo ahula 0.0788	Positibo ahula 0.0557	Negatiboa ahula -0.0171
Answer 172	-	Positibo ahula 0.0581	Positibo ahula 0.0574	Negatiboa ahula -0.0340	Negatiboa ahula -0.0839	Negatiboa ahula -0.0119	Positibo ahula 0.0382	Positibo ahula 0.0209
Answer 173	-	Positibo ahula 0.0074	Positibo ahula 0.0023	Positibo ahula 0.0135	Negatiboa ahula -0.0449	Negatiboa ahula -0.0151	Positibo ahula 0.0443	Positibo ahula 0.0049
Answer 170	-	Negatiboa ahula -0.0081	Positibo ahula 0.0101	Negatiboa ahula -0.0193	Negatiboa ahula -0.0124	Positibo ahula 0.0348	Positibo ahula 0.0125	Negatiboa ahula -0.0172
Answer 174	-	Positibo ahula 0.0319	Positibo ahula 0.1141	Positibo ahula 0.0153	Negatiboa ahula -0.0525	Negatiboa ahula -0.0188	Positibo ahula 0.0039	Negatiboa ahula -0.0363
Bizitzan xedea (zenbat ados edo ados zaude?)
Answer 175	-	Positibo ahula 0.0748	Positibo ahula 0.0514	Negatiboa ahula -0.0148	Negatiboa ahula -0.1137	Positibo ahula 0.0174	Positibo ahula 0.0015	Positibo ahula 0.0258
Answer 176	-	Positibo ahula 0.0737	Positibo ahula 0.0400	Negatiboa ahula -0.0170	Negatiboa ahula -0.1653	Positibo ahula 0.0267	Positibo ahula 0.0032	Positibo ahula 0.0789
Answer 177	-	Negatiboa ahula -0.0058	Negatiboa ahula -0.0235	Negatiboa ahula -0.0131	Negatiboa ahula -0.0557	Positibo ahula 0.0341	Positibo ahula 0.0320	Positibo ahula 0.0249
Answer 178	-	Positibo ahula 0.0150	Positibo ahula 0.0106	Negatiboa ahula -0.0056	Negatiboa ahula -0.0339	Negatiboa ahula -0.0270	Positibo ahula 0.0019	Positibo ahula 0.0452
Answer 179	-	Negatiboa ahula -0.0042	Negatiboa ahula -0.0111	Negatiboa ahula -0.0203	Positibo ahula 0.0139	Positibo ahula 0.0080	Positibo ahula 0.0544	Negatiboa ahula -0.0416
Answer 176	-	Negatiboa ahula -0.0455	Negatiboa ahula -0.0827	Positibo ahula 0.0018	Positibo ahula 0.0377	Positibo ahula 0.0081	Positibo ahula 0.0402	Positibo ahula 0.0006
Answer 180	-	Negatiboa ahula -0.0460	Positibo ahula 0.0386	Positibo ahula 0.0438	Positibo ahula 0.1774	Negatiboa ahula -0.0449	Negatiboa ahula -0.1001	Negatiboa ahula -0.0788
Bizitzan xedea (zenbat ados edo ados zaude?)
Answer 181	-	Negatiboa ahula -0.0374	Negatiboa ahula -0.0537	Positibo ahula 0.0759	Positibo ahula 0.0992	Negatiboa ahula -0.0512	Negatiboa ahula -0.1335	Positibo ahula 0.0555
Answer 182	-	Negatiboa ahula -0.0441	Negatiboa ahula -0.0089	Negatiboa ahula -0.0221	Positibo ahula 0.0259	Negatiboa ahula -0.0180	Positibo ahula 0.0444	Positibo ahula 0.0051
Answer 183	-	Positibo ahula 0.0232	Positibo ahula 0.0065	Negatiboa ahula -0.0222	Negatiboa ahula -0.0841	Positibo ahula 0.0408	Positibo ahula 0.0438	Positibo ahula 0.0075
Answer 184	-	Positibo ahula 0.0532	Positibo ahula 0.0546	Negatiboa ahula -0.0658	Negatiboa ahula -0.0247	Positibo ahula 0.0241	Positibo ahula 0.0064	Negatiboa ahula -0.0133
Answer 185	-	Positibo ahula 0.0446	Positibo ahula 0.0308	Negatiboa ahula -0.0042	Negatiboa ahula -0.0464	Positibo ahula 0.0268	Positibo ahula 0.0512	Negatiboa ahula -0.0669
Answer 182	-	Positibo ahula 0.0122	Positibo ahula 0.0143	Positibo ahula 0.0029	Negatiboa ahula -0.0165	Positibo ahula 0.0179	Positibo ahula 0.0456	Negatiboa ahula -0.0579
Answer 186	-	Positibo ahula 0.0253	Positibo ahula 0.0245	Negatiboa ahula -0.0112	Negatiboa ahula -0.0666	Positibo ahula 0.0212	Positibo ahula 0.0511	Negatiboa ahula -0.0194
Bizitzan xedea (zenbat ados edo ados zaude?)
Answer 187	-	Negatiboa ahula -0.0611	Negatiboa ahula -0.0559	Positibo ahula 0.0923	Positibo ahula 0.1296	Negatiboa ahula -0.0523	Negatiboa ahula -0.0881	Negatiboa ahula -0.0116
Answer 188	-	Negatiboa ahula -0.0193	Positibo ahula 0.0274	Negatiboa ahula -0.0453	Negatiboa ahula -0.0200	Negatiboa ahula -0.0035	Positibo ahula 0.0312	Positibo ahula 0.0320
Answer 189	-	Positibo ahula 0.0004	Positibo ahula 0.0073	Negatiboa ahula -0.0023	Negatiboa ahula -0.0030	Negatiboa ahula -0.0068	Positibo ahula 0.0318	Negatiboa ahula -0.0229
Answer 190	-	Positibo ahula 0.0616	Positibo ahula 0.0250	Negatiboa ahula -0.0374	Negatiboa ahula -0.0719	Positibo ahula 0.0363	Positibo ahula 0.0069	Positibo ahula 0.0109
Answer 191	-	Positibo ahula 0.0451	Positibo ahula 0.0077	Positibo ahula 0.0060	Negatiboa ahula -0.0953	Positibo ahula 0.0400	Positibo ahula 0.0476	Negatiboa ahula -0.0220
Answer 188	-	Positibo ahula 0.0074	Negatiboa ahula -0.0155	Negatiboa ahula -0.0399	Negatiboa ahula -0.0027	Positibo ahula 0.0333	Positibo ahula 0.0281	Negatiboa ahula -0.0121
Answer 192	-	Positibo ahula 0.0238	Positibo ahula 0.0347	Negatiboa ahula -0.0300	Negatiboa ahula -0.0292	Negatiboa ahula -0.0003	Negatiboa ahula -0.0051	Positibo ahula 0.0231
Bizitzan xedea (zenbat ados edo ados zaude?)
Answer 193	-	Positibo ahula 0.0468	Positibo ahula 0.0791	Positibo ahula 0.0134	Negatiboa ahula -0.0597	Positibo ahula 0.0018	Negatiboa ahula -0.0014	Negatiboa ahula -0.0315
Answer 194	-	Positibo ahula 0.0868	Positibo ahula 0.0333	Positibo ahula 0.0013	Negatiboa ahula -0.0491	Positibo ahula 0.0412	Negatiboa ahula -0.0122	Negatiboa ahula -0.0569
Answer 195	-	Negatiboa ahula -0.0317	Negatiboa ahula -0.0026	Negatiboa ahula -0.0354	Negatiboa ahula -0.0308	Positibo ahula 0.0380	Positibo ahula 0.0510	Positibo ahula 0.0008
Answer 196	-	Positibo ahula 0.0056	Positibo ahula 0.0400	Negatiboa ahula -0.0003	Negatiboa ahula -0.0100	Negatiboa ahula -0.0256	Positibo ahula 0.0359	Negatiboa ahula -0.0226
Answer 197	-	Positibo ahula 0.0074	Negatiboa ahula -0.0133	Negatiboa ahula -0.0136	Negatiboa ahula -0.0153	Negatiboa ahula -0.0368	Positibo ahula 0.0393	Positibo ahula 0.0325
Answer 194	-	Negatiboa ahula -0.0248	Negatiboa ahula -0.0493	Negatiboa ahula -0.0096	Positibo ahula 0.0337	Positibo ahula 0.0209	Positibo ahula 0.0320	Negatiboa ahula -0.0262
Answer 198	-	Negatiboa ahula -0.0533	Negatiboa ahula -0.0413	Positibo ahula 0.0332	Positibo ahula 0.0780	Negatiboa ahula -0.0368	Negatiboa ahula -0.1002	Positibo ahula 0.0744
Bizitzan xedea (zenbat ados edo ados zaude?)
Answer 199	-	Positibo ahula 0.0205	Positibo ahula 0.0297	Positibo ahula 0.0210	Negatiboa ahula -0.0268	Negatiboa ahula -0.0138	Negatiboa ahula -0.0073	Negatiboa ahula -0.0051
Answer 200	-	Positibo ahula 8.83E-5	Positibo ahula 0.0329	Positibo ahula 0.0084	Negatiboa ahula -0.0009	Negatiboa ahula -0.0256	Negatiboa ahula -0.0119	Positibo ahula 0.0117
Answer 201	-	Positibo ahula 0.0149	Negatiboa ahula -0.0500	Positibo ahula 0.0131	Negatiboa ahula -0.0388	Negatiboa ahula -0.0157	Negatiboa ahula -0.0168	Positibo ahula 0.0766
Answer 202	-	Positibo ahula 0.0175	Positibo ahula 0.0664	Positibo ahula 0.0334	Negatiboa ahula -0.0089	Negatiboa ahula -0.0102	Negatiboa ahula -0.0367	Negatiboa ahula -0.0331
Answer 203	-	Negatiboa ahula -0.0263	Positibo ahula 0.0452	Negatiboa ahula -0.0465	Negatiboa ahula -0.0072	Positibo ahula 0.0152	Positibo ahula 0.0569	Negatiboa ahula -0.0291
Answer 200	-	Negatiboa ahula -0.0414	Negatiboa ahula -0.0381	Negatiboa ahula -0.0407	Positibo ahula 0.0252	Positibo ahula 0.0578	Positibo ahula 0.0239	Negatiboa ahula -0.0164
Answer 204	-	Positibo ahula 0.0171	Negatiboa ahula -0.0397	Positibo ahula 0.0141	Positibo ahula 0.0228	Negatiboa ahula -0.0167	Negatiboa ahula -0.0073	Positibo ahula 0.0035
Bizitzan xedea (zenbat ados edo ados zaude?)
Answer 205	-	Negatiboa ahula -0.0031	Positibo ahula 0.0873	Positibo ahula 0.0382	Negatiboa ahula -0.0087	Negatiboa ahula -0.0048	Negatiboa ahula -0.0114	Negatiboa ahula -0.0622
Answer 206	-	Positibo ahula 0.0897	Negatiboa ahula -0.0078	Positibo ahula 0.0207	Negatiboa ahula -0.0210	Negatiboa ahula -0.0262	Positibo ahula 0.0265	Negatiboa ahula -0.0468
Answer 207	-	Negatiboa ahula -0.0101	Positibo ahula 0.0236	Negatiboa ahula -0.0264	Negatiboa ahula -0.0023	Positibo ahula 0.0492	Positibo ahula 0.0433	Negatiboa ahula -0.0677
Answer 208	-	Positibo ahula 0.0328	Positibo ahula 0.0393	Negatiboa ahula -0.0365	Negatiboa ahula -0.0251	Negatiboa ahula -0.0601	Positibo ahula 0.0338	Positibo ahula 0.0410
Answer 209	-	Negatiboa ahula -0.0400	Negatiboa ahula -0.0027	Negatiboa ahula -0.0396	Positibo ahula 0.0326	Positibo ahula 0.0290	Positibo ahula 0.0078	Negatiboa ahula -0.0069
Answer 206	-	Negatiboa ahula -0.0492	Negatiboa ahula -0.0716	Positibo ahula 0.0110	Negatiboa ahula -0.0206	Positibo ahula 0.0232	Negatiboa ahula -0.0035	Positibo ahula 0.0671
Answer 210	-	Negatiboa ahula -0.0168	Negatiboa ahula -0.0351	Positibo ahula 0.0283	Positibo ahula 0.0379	Negatiboa ahula -0.0135	Negatiboa ahula -0.0801	Positibo ahula 0.0529
6) Auto-onarpena (zenbat ados edo ados zaude?)
Answer 211	-	Positibo ahula 0.0310	Positibo ahula 0.1167	Positibo ahula 0.0038	Negatiboa ahula -0.0432	Positibo ahula 0.0112	Negatiboa ahula -0.0196	Negatiboa ahula -0.0455
Answer 212	-	Positibo ahula 0.0257	Positibo ahula 0.0512	Positibo ahula 0.0320	Negatiboa ahula -0.0054	Negatiboa ahula -0.0606	Positibo ahula 0.0809	Negatiboa ahula -0.0813
Answer 213	-	Positibo ahula 0.0154	Negatiboa ahula -0.0215	Negatiboa ahula -0.0052	Positibo ahula 0.0194	Positibo ahula 0.0635	Negatiboa ahula -0.0116	Negatiboa ahula -0.0634
Answer 214	-	Positibo ahula 0.0055	Positibo ahula 0.0016	Negatiboa ahula -0.0454	Negatiboa ahula -0.0031	Negatiboa ahula -0.0261	Positibo ahula 0.0025	Positibo ahula 0.0613
Answer 215	-	Negatiboa ahula -0.0146	Positibo ahula 0.0195	Positibo ahula 0.0003	Negatiboa ahula -0.0025	Negatiboa ahula -0.0282	Positibo ahula 0.0250	Positibo ahula 0.0024
Answer 212	-	Negatiboa ahula -0.0137	Negatiboa ahula -0.0695	Negatiboa ahula -0.0196	Positibo ahula 0.0154	Positibo ahula 0.0125	Positibo ahula 0.0458	Positibo ahula 0.0026
Answer 216	-	Negatiboa ahula -0.0363	Negatiboa ahula -0.0532	Positibo ahula 0.0225	Positibo ahula 0.0063	Positibo ahula 0.0136	Negatiboa ahula -0.1010	Positibo ahula 0.1049
Auto-onarpena (zenbat ados edo ados zaude?)
Answer 217	-	Negatiboa ahula -0.0520	Negatiboa ahula -0.0510	Positibo ahula 0.0509	Positibo ahula 0.0213	Negatiboa ahula -0.0041	Negatiboa ahula -0.1120	Positibo ahula 0.0994
Answer 218	-	Negatiboa ahula -0.0274	Negatiboa ahula -0.0584	Negatiboa ahula -0.0219	Positibo ahula 0.0108	Positibo ahula 0.0244	Positibo ahula 0.0441	Positibo ahula 0.0013
Answer 219	-	Positibo ahula 0.0190	Negatiboa ahula -0.0147	Negatiboa ahula -0.0539	Negatiboa ahula -0.0505	Positibo ahula 0.0250	Positibo ahula 0.0830	Negatiboa ahula -0.0020
Answer 220	-	Positibo ahula 0.0286	Positibo ahula 0.0363	Negatiboa ahula -0.0226	Negatiboa ahula -0.0214	Negatiboa ahula -0.0186	Positibo ahula 0.0363	Negatiboa ahula -0.0123
Answer 221	-	Positibo ahula 0.0612	Positibo ahula 0.0492	Negatiboa ahula -0.0100	Positibo ahula 0.0318	Positibo ahula 0.0063	Negatiboa ahula -0.0206	Negatiboa ahula -0.0800
Answer 218	-	Negatiboa ahula -0.0123	Positibo ahula 0.0523	Positibo ahula 0.0341	Positibo ahula 0.0440	Negatiboa ahula -0.0656	Positibo ahula 0.0059	Negatiboa ahula -0.0397
Answer 222	-	Positibo ahula 0.0500	Positibo ahula 0.1022	Positibo ahula 0.0321	Negatiboa ahula -0.0590	Positibo ahula 0.0135	Negatiboa ahula -0.0299	Negatiboa ahula -0.0546
Auto-onarpena (zenbat ados edo ados zaude?)
Answer 223	-	Positibo ahula 0.0668	Positibo ahula 0.0877	Positibo ahula 0.0279	Negatiboa ahula -0.0797	Positibo ahula 0.0293	Negatiboa ahula -0.0105	Negatiboa ahula -0.0622
Answer 224	-	Negatiboa ahula -0.0143	Positibo ahula 0.0539	Negatiboa ahula -0.0317	Positibo ahula 0.0039	Negatiboa ahula -0.0020	Positibo ahula 0.0420	Negatiboa ahula -0.0343
Answer 225	-	Positibo ahula 0.0565	Positibo ahula 0.0025	Negatiboa ahula -0.0167	Positibo ahula 0.0204	Positibo ahula 0.0549	Negatiboa ahula -0.0205	Negatiboa ahula -0.0758
Answer 226	-	Negatiboa ahula -0.0084	Negatiboa ahula -0.0134	Negatiboa ahula -0.0262	Negatiboa ahula -0.0007	Negatiboa ahula -0.0218	Positibo ahula 0.0157	Positibo ahula 0.0439
Answer 227	-	Positibo ahula 0.0123	Negatiboa ahula -0.0069	Positibo ahula 0.0130	Negatiboa ahula -0.0118	Negatiboa ahula -0.0645	Positibo ahula 0.0471	Positibo ahula 0.0189
Answer 224	-	Negatiboa ahula -0.0294	Negatiboa ahula -0.0712	Positibo ahula 0.0024	Negatiboa ahula -0.0080	Negatiboa ahula -0.0146	Positibo ahula 0.0970	Positibo ahula 0.0025
Answer 228	-	Negatiboa ahula -0.0599	Negatiboa ahula -0.0398	Positibo ahula 0.0307	Positibo ahula 0.0550	Positibo ahula 0.0067	Negatiboa ahula -0.1404	Positibo ahula 0.0916
Auto-onarpena (zenbat ados edo ados zaude?)
Answer 229	-	Negatiboa ahula -0.0480	Negatiboa ahula -0.0263	Positibo ahula 0.0454	Positibo ahula 0.0964	Negatiboa ahula -0.0441	Negatiboa ahula -0.1387	Positibo ahula 0.0722
Answer 230	-	Negatiboa ahula -0.0138	Negatiboa ahula -0.0426	Negatiboa ahula -0.0071	Negatiboa ahula -0.0149	Negatiboa ahula -0.0112	Positibo ahula 0.0701	Positibo ahula 0.0073
Answer 231	-	Positibo ahula 0.0033	Negatiboa ahula -0.0093	Negatiboa ahula -0.0288	Positibo ahula 0.0011	Positibo ahula 0.0235	Positibo ahula 0.0001	Positibo ahula 0.0032
Answer 232	-	Positibo ahula 0.0023	Positibo ahula 0.0596	Negatiboa ahula -0.0514	Negatiboa ahula -0.0384	Positibo ahula 0.0192	Positibo ahula 0.0649	Negatiboa ahula -0.0313
Answer 233	-	Positibo ahula 0.0582	Positibo ahula 0.0035	Negatiboa ahula -0.0126	Negatiboa ahula -0.0494	Positibo ahula 0.0242	Positibo ahula 0.0698	Negatiboa ahula -0.0591
Answer 230	-	Positibo ahula 0.0417	Positibo ahula 0.0478	Positibo ahula 0.0147	Negatiboa ahula -0.0351	Negatiboa ahula -0.0060	Positibo ahula 0.0428	Negatiboa ahula -0.0636
Answer 234	-	Positibo ahula 0.0324	Positibo ahula 0.0671	Positibo ahula 0.0307	Negatiboa ahula -0.0708	Positibo ahula 0.0563	Negatiboa ahula -0.0558	Negatiboa ahula -0.0247
Auto-onarpena (zenbat ados edo ados zaude?)
Answer 235	-	Positibo ahula 0.0017	Positibo ahula 0.0029	Positibo ahula 0.0492	Positibo ahula 0.0603	Negatiboa ahula -0.0546	Negatiboa ahula -0.1262	Positibo ahula 0.0531
Answer 236	-	Negatiboa ahula -0.0118	Negatiboa ahula -0.0370	Positibo ahula 0.0208	Positibo ahula 0.0060	Negatiboa ahula -0.0232	Positibo ahula 0.0393	Negatiboa ahula -0.0017
Answer 237	-	Negatiboa ahula -0.0036	Negatiboa ahula -0.0255	Negatiboa ahula -0.0098	Positibo ahula 0.0207	Negatiboa ahula -0.0066	Positibo ahula 0.0114	Positibo ahula 3.82E-5
Answer 238	-	Negatiboa ahula -0.0237	Negatiboa ahula -0.0081	Negatiboa ahula -0.0671	Negatiboa ahula -0.0441	Positibo ahula 0.0618	Positibo ahula 0.0498	Positibo ahula 0.0202
Answer 239	-	Positibo ahula 0.0143	Positibo ahula 0.0193	Negatiboa ahula -0.0147	Negatiboa ahula -0.0139	Positibo ahula 0.0270	Positibo ahula 0.0596	Negatiboa ahula -0.0708
Answer 236	-	Positibo ahula 0.0339	Positibo ahula 0.0344	Positibo ahula 0.0067	Negatiboa ahula -0.0456	Negatiboa ahula -0.0152	Positibo ahula 0.0274	Negatiboa ahula -0.0116
Answer 240	-	Positibo ahula 0.0180	Positibo ahula 0.0741	Positibo ahula 0.0078	Negatiboa ahula -0.0234	Positibo ahula 0.0458	Negatiboa ahula -0.0382	Negatiboa ahula -0.0523
Auto-onarpena (zenbat ados edo ados zaude?)
Answer 241	-	Positibo ahula 0.0499	Positibo ahula 0.0798	Positibo ahula 0.0565	Negatiboa ahula -0.0472	Positibo ahula 0.0021	Negatiboa ahula -0.0320	Negatiboa ahula -0.0604
Answer 242	-	Positibo ahula 0.0915	Positibo ahula 0.0328	Negatiboa ahula -0.0211	Negatiboa ahula -0.0305	Positibo ahula 0.0027	Positibo ahula 0.0160	Negatiboa ahula -0.0452
Answer 243	-	Positibo ahula 0.0098	Positibo ahula 0.0383	Negatiboa ahula -0.0088	Positibo ahula 0.0368	Positibo ahula 0.0206	Positibo ahula 0.0133	Negatiboa ahula -0.0883
Answer 244	-	Negatiboa ahula -0.0020	Positibo ahula 0.0061	Negatiboa ahula -0.0313	Negatiboa ahula -0.0184	Negatiboa ahula -0.0032	Positibo ahula 0.0661	Negatiboa ahula -0.0121
Answer 245	-	Negatiboa ahula -0.0250	Negatiboa ahula -0.0403	Positibo ahula 0.0237	Positibo ahula 0.0232	Negatiboa ahula -0.0540	Positibo ahula 0.0165	Positibo ahula 0.0335
Answer 242	-	Negatiboa ahula -0.0752	Negatiboa ahula -0.0291	Negatiboa ahula -0.0512	Positibo ahula 0.0231	Positibo ahula 0.0226	Positibo ahula 0.0384	Positibo ahula 0.0357
Answer 246	-	Negatiboa ahula -0.0369	Negatiboa ahula -0.0696	Positibo ahula 0.0441	Positibo ahula 0.0112	Positibo ahula 0.0016	Negatiboa ahula -0.1145	Positibo ahula 0.1130
Auto-onarpena (zenbat ados edo ados zaude?)
Answer 247	-	Negatiboa ahula -0.0403	Positibo ahula 0.0189	Positibo ahula 0.0547	Positibo ahula 0.0489	Negatiboa ahula -0.0442	Negatiboa ahula -0.1163	Positibo ahula 0.0581
Answer 248	-	Positibo ahula 0.0041	Negatiboa ahula -0.0830	Negatiboa ahula -0.0246	Negatiboa ahula -0.0117	Positibo ahula 0.0208	Positibo ahula 0.0628	Positibo ahula 0.0084
Answer 249	-	Negatiboa ahula -0.0341	Negatiboa ahula -0.0055	Negatiboa ahula -0.0200	Negatiboa ahula -0.0085	Positibo ahula 0.0251	Positibo ahula 0.0555	Negatiboa ahula -0.0207
Answer 250	-	Positibo ahula 0.0848	Positibo ahula 0.0357	Negatiboa ahula -0.0344	Negatiboa ahula -0.0398	Negatiboa ahula -0.0178	Positibo ahula 0.0386	Negatiboa ahula -0.0190
Answer 251	-	Positibo ahula 0.0236	Positibo ahula 0.0287	Negatiboa ahula -0.0191	Negatiboa ahula -0.0033	Positibo ahula 0.0403	Positibo ahula 0.0122	Negatiboa ahula -0.0620
Answer 248	-	Positibo ahula 0.0176	Positibo ahula 0.0434	Positibo ahula 0.0146	Positibo ahula 0.0028	Positibo ahula 0.0078	Negatiboa ahula -0.0154	Negatiboa ahula -0.0502
Answer 252	-	Positibo ahula 0.0221	Positibo ahula 0.1304	Positibo ahula 0.0104	Negatiboa ahula -0.0700	Positibo ahula 0.0002	Negatiboa ahula -0.0027	Negatiboa ahula -0.0296

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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.

BPS critiques MBTI^®'s dichotomous typing

Context: The BPS recognizes the MBTI^® as a personality assessment tool, but it critiques its dichotomous typing—i.e., the MBTI^®’s structure of categorizing people into one of 16 personality types based on four binary preferences (Extraversion/Introversion, Sensing/Intuition, Thinking/Feeling, Judging/Perceiving). This critique stems from methodological and theoretical concerns.

Details:

Dichotomous Nature: The MBTI^® assigns individuals to one of two poles on each of its four dimensions (e.g., E or I, S or N), resulting in 16 discrete types (e.g., ISTJ, ENFP). This binary approach contrasts with continuous trait models like the Big Five, where traits (e.g., Neuroticism, Openness) are measured on a spectrum.
BPS Critique:
- Psychometric Concerns: The BPS, via its Psychological Testing Centre, notes that the dichotomous typing can oversimplify human personality, ignoring the gradations within individuals. For example, someone might score close to the midpoint between E and I but still be labeled as one or the other, potentially misrepresenting their true tendencies.
- Reliability Issues: Test-retest reliability for MBTI^® types can be inconsistent, with studies showing 40–50% of people receiving a different type upon retesting after weeks or months (Pittenger, 2005, Consulting Psychology Journal). This instability undermines the binary model’s stability, as the BPS highlights in its reviews.
- Validity Concerns: The BPS questions whether the types capture meaningful psychological constructs, especially compared to dimensional models. Correlations with the Big Five (e.g., E/I with Extraversion, T/F with Agreeableness) exist but are imperfect, suggesting the MBTI^®’s categories may not fully align with established personality science.
Practical Implications: The critique suggests the MBTI^®’s dichotomous typing risks pigeonholing individuals, reducing its utility for precise assessment or counseling. For instance, a person near the E/I threshold might not fit neatly into either category, leading to misinterpretation in workplace or clinical settings.
Sources: BPS’s Psychological Testing Centre reports (available via bps.org.uk) and Pittenger’s 2005 critique (Cautionary Comments Regarding the Myers-Briggs Type Inventory) detail this, noting the MBTI^®’s popularity doesn’t equate to scientific precision.

Summary: The BPS critiques MBTI^®’s dichotomous typing for oversimplifying personality, risking reliability and validity issues, and limiting its scientific depth compared to continuous models. This informs its cautious endorsement, emphasizing trained use to mitigate misinterpretation.

Ongoing Debates About MBTI^®'s Scientific Depth

Context: Despite BPS recognition and external validation studies since the 1940s, the MBTI^® faces ongoing debates about its scientific depth—its theoretical foundation, empirical support, and practical utility in psychology. These debates persist among researchers, practitioners, and critics.

Details:

Theoretical Foundation:
- Jungian Roots: MBTI^® stems from Carl Jung’s Psychological Types (1921), adapted by Katherine Briggs and Isabel Myers. Jung’s theory isn’t empirically validated like modern personality models—it’s based on clinical observations, not large-scale data, raising questions about its scientific basis.
- Critique: Many psychologists argue Jung’s typology lacks a falsifiable, testable framework. The MBTI^®’s translation into binary types (e.g., E/I) is seen as a stretch from Jung’s nuanced “functions” (e.g., Thinking, Feeling), lacking robust theoretical grounding (Barbuto, 1997, Psychological Reports).
Empirical Support:
- Reliability: While test-retest reliability for MBTI^® preferences shows
  r = 0.8–0.9
  over short intervals, type stability (16 combinations) drops significantly over time (e.g., 50% type change in 5 weeks, Pittenger, 1993, Journal of Career Planning). This challenges its consistency as a scientific tool.
- Validity: Correlations with the Big Five (e.g., E/I with Extraversion,
  r \approx 0.7
  ; T/F with Agreeableness,
  r \approx 0.3–0.5
  ) exist, but they’re imperfect (McCrae & Costa, 1989, Journal of Personality). Critics argue MBTI^® types don’t predict behavior or outcomes (e.g., job performance) as well as dimensional traits, questioning construct validity.
- Factor Analysis: Studies (e.g., Furnham et al., 2003, European Journal of Personality) suggest MBTI^® dimensions don’t always load cleanly onto distinct factors, hinting at overlap or redundancy compared to the Big Five’s clear structure.
Practical Utility vs. Science:
- Popularity: MBTI^®’s widespread use (e.g., in HR, counseling) doesn’t equate to scientific depth. Its appeal lies in accessibility and type descriptions, not empirical strength—critics (e.g., Pittenger, 2005) call it “pseudoscience” for overreaching its evidence.
- Critique of Dichotomy: The binary typing, as noted earlier, is a major sticking point—psychologists prefer continuous measures (e.g., NEO-PI-R) for their precision, fueling debates about MBTI^®’s scientific value.
Ongoing Debates:
- Proponents: Supporters (e.g., CPP Inc., Journal of Psychological Type) argue MBTI^®’s Jungian basis, reliability, and practical utility justify its use, citing decades of data and BPS/APA acceptance (though APA’s endorsement is limited).
- Critics: Academics (e.g., Paul, 2004, Skeptical Inquirer) question its scientific depth, noting poor predictive power, lack of longitudinal evidence, and reliance on self-report without objective measures. They contrast it with evidence-based models like the Big Five, which have extensive longitudinal and cross-cultural validation.
- BPS Stance: The BPS acknowledges MBTI^®’s utility but warns of its limitations, requiring trained administration to mitigate risks—reflecting this ongoing tension.
Recent Developments: As of 2025, debates continue in psychology forums and journals (e.g., Personality and Individual Differences). Some defend MBTI^®’s predictive validity in specific contexts (e.g., team dynamics), while others push for dimensional alternatives, questioning its depth for serious research.

Summary: The ongoing debates about MBTI^®’s scientific depth center on its theoretical (Jungian) roots, inconsistent reliability/validity, and practical popularity outstripping empirical support. Critics argue it’s more heuristic than scientific, while proponents highlight its utility, creating a polarized discourse that BPS navigates cautiously.

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.

2025.03.04

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Valerii Kosenko

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Valerii 1993an gizarte pedagogo-psikologo titulua lortu zuen eta ordutik proiektuen kudeaketan aplikatu ditu bere ezagutzak.
Valerii-k masterra eta proiektu eta programa kudeatzaile titulua lortu zituen 2013an. Masterreko programan zehar, Project Roadmap (GPM Deutsche Gesellschaft für Projektmanagement e. V.) eta Spiral Dynamics ezagutu zituen.
Valerii V.U.C.A.ren ziurgabetasuna aztertzeko egilea da. kontzeptua Spiral Dynamics eta matematika-estatistika erabiliz psikologian, eta nazioarteko 38 inkesta.

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