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 86674 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

Charts Korrelazioa

VUCA

Korrelazio koefizientea balioa kritikoa

Banaketa normala, William Seally Gosset-en (Ikaslea) r = 0.0481

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

Erakutsi emaitzak soilik > r = 0.0481

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 -0.0559	Positibo ahula 0.0696	Negatiboa ahula -0.0391	Positibo ahula 0.0398	Negatiboa ahula -0.0511	Negatiboa ahula -0.0086	Positibo ahula 0.0467
Answer 2	-	Negatiboa ahula -0.0266	Negatiboa ahula -0.0307	Positibo ahula 0.0203	Positibo ahula 0.0272	Positibo ahula 0.0007	Negatiboa ahula -0.0329	Positibo ahula 0.0187
Answer 3	-	Positibo ahula 0.0440	Negatiboa ahula -0.0276	Positibo ahula 0.0162	Negatiboa ahula -0.0322	Positibo ahula 0.0062	Positibo ahula 0.0433	Negatiboa ahula -0.0362
Answer 4	-	Positibo ahula 0.0408	Negatiboa ahula -0.0143	Positibo ahula 0.0235	Positibo ahula 0.0017	Negatiboa ahula -0.0142	Negatiboa ahula -0.0536	Positibo ahula 0.0170
Answer 5	-	Negatiboa ahula -0.0053	Negatiboa ahula -0.0124	Negatiboa ahula -0.0133	Negatiboa ahula -0.0208	Positibo ahula 0.0739	Positibo ahula 0.0502	Negatiboa ahula -0.0722
Answer 2	-	Positibo ahula 0.0605	Negatiboa ahula -0.0333	Positibo ahula 0.0381	Negatiboa ahula -0.0274	Positibo ahula 0.0100	Negatiboa ahula -0.0064	Negatiboa ahula -0.0275
Answer 6	-	Positibo ahula 0.0294	Positibo ahula 0.0226	Negatiboa ahula -0.0348	Negatiboa ahula -0.0616	Positibo ahula 0.0279	Positibo ahula 0.0230	Positibo ahula 0.0085
Autonomia (zenbat ados edo ados zaude?)
Answer 7	-	Positibo ahula 0.0039	Positibo ahula 0.0372	Positibo ahula 0.0265	Negatiboa ahula -0.0214	Negatiboa ahula -0.0406	Negatiboa ahula -0.0856	Positibo ahula 0.0853
Answer 8	-	Negatiboa ahula -0.0596	Negatiboa ahula -0.0052	Positibo ahula 0.0142	Positibo ahula 0.0437	Negatiboa ahula -0.0114	Positibo ahula 0.0100	Negatiboa ahula -0.0114
Answer 9	-	Negatiboa ahula -0.0466	Negatiboa ahula -0.0389	Negatiboa ahula -0.0496	Positibo ahula 0.0025	Positibo ahula 0.0127	Positibo ahula 0.0655	Positibo ahula 0.0260
Answer 10	-	Positibo ahula 0.0384	Positibo ahula 0.0267	Positibo ahula 0.0126	Negatiboa ahula -0.0014	Negatiboa ahula -0.0284	Positibo ahula 0.0133	Negatiboa ahula -0.0375
Answer 11	-	Positibo ahula 0.0429	Positibo ahula 0.0004	Negatiboa ahula -0.0333	Positibo ahula 0.0137	Positibo ahula 0.0504	Positibo ahula 0.0186	Negatiboa ahula -0.0759
Answer 8	-	Positibo ahula 0.0610	Negatiboa ahula -0.0367	Positibo ahula 0.0345	Negatiboa ahula -0.0559	Positibo ahula 0.0325	Negatiboa ahula -0.0072	Negatiboa ahula -0.0159
Answer 12	-	Positibo ahula 0.0466	Positibo ahula 0.0237	Negatiboa ahula -0.0099	Negatiboa ahula -0.0176	Positibo ahula 0.0185	Negatiboa ahula -0.0010	Negatiboa ahula -0.0349
Autonomia (zenbat ados edo ados zaude?)
Answer 13	-	Positibo ahula 0.0668	Positibo ahula 0.0210	Positibo ahula 0.0372	Negatiboa ahula -0.0539	Positibo ahula 0.0430	Negatiboa ahula -0.0214	Negatiboa ahula -0.0557
Answer 14	-	Positibo ahula 0.0617	Positibo ahula 0.0227	Positibo ahula 0.0400	Positibo ahula 0.0192	Negatiboa ahula -0.0165	Negatiboa ahula -0.0303	Negatiboa ahula -0.0642
Answer 15	-	Negatiboa ahula -0.0160	Negatiboa ahula -0.0169	Negatiboa ahula -0.0343	Positibo ahula 0.0780	Positibo ahula 0.0064	Positibo ahula 0.0208	Negatiboa ahula -0.0515
Answer 16	-	Negatiboa ahula -0.0183	Positibo ahula 0.0083	Negatiboa ahula -0.0362	Negatiboa ahula -0.0181	Positibo ahula 0.0046	Negatiboa ahula -0.0048	Positibo ahula 0.0527
Answer 17	-	Positibo ahula 0.0196	Positibo ahula 0.0448	Negatiboa ahula -0.0286	Negatiboa ahula -0.0253	Negatiboa ahula -0.0166	Positibo ahula 0.0431	Negatiboa ahula -0.0112
Answer 14	-	Negatiboa ahula -0.0412	Negatiboa ahula -0.0319	Positibo ahula 0.0092	Positibo ahula 0.0145	Negatiboa ahula -0.0525	Positibo ahula 0.0304	Positibo ahula 0.0507
Answer 18	-	Negatiboa ahula -0.0549	Negatiboa ahula -0.0336	Positibo ahula 0.0191	Negatiboa ahula -0.0559	Positibo ahula 0.0452	Negatiboa ahula -0.0372	Positibo ahula 0.0815
Autonomia (zenbat ados edo ados zaude?)
Answer 19	-	Negatiboa ahula -0.0236	Positibo ahula 0.0403	Positibo ahula 0.0105	Negatiboa ahula -0.0462	Negatiboa ahula -0.0268	Negatiboa ahula -0.0344	Positibo ahula 0.0799
Answer 20	-	Negatiboa ahula -0.0530	Negatiboa ahula -0.0197	Negatiboa ahula -0.0063	Positibo ahula 0.0108	Negatiboa ahula -0.0073	Positibo ahula 0.0081	Positibo ahula 0.0404
Answer 21	-	Positibo ahula 0.0425	Negatiboa ahula -0.0437	Negatiboa ahula -0.0067	Positibo ahula 0.0600	Negatiboa ahula -0.0190	Positibo ahula 0.0535	Negatiboa ahula -0.0791
Answer 22	-	Positibo ahula 0.0161	Positibo ahula 0.0104	Positibo ahula 0.0151	Negatiboa ahula -0.0086	Negatiboa ahula -0.0147	Negatiboa ahula -0.0190	Positibo ahula 0.0082
Answer 23	-	Negatiboa ahula -0.0038	Negatiboa ahula -0.0182	Negatiboa ahula -0.0161	Negatiboa ahula -0.0198	Positibo ahula 0.0746	Negatiboa ahula -0.0065	Negatiboa ahula -0.0192
Answer 20	-	Positibo ahula 0.0580	Positibo ahula 0.0150	Positibo ahula 0.0056	Positibo ahula 0.0011	Positibo ahula 0.0702	Negatiboa ahula -0.0088	Negatiboa ahula -0.1085
Answer 24	-	Positibo ahula 0.0419	Positibo ahula 0.0416	Negatiboa ahula -0.0075	Positibo ahula 0.0018	Negatiboa ahula -0.0271	Positibo ahula 0.0032	Negatiboa ahula -0.0245
Autonomia (zenbat ados edo ados zaude?)
Answer 25	-	Positibo ahula 0.0837	Positibo ahula 0.0309	Negatiboa ahula -0.0131	Negatiboa ahula -0.0307	Positibo ahula 0.0441	Negatiboa ahula -0.0272	Negatiboa ahula -0.0504
Answer 26	-	Positibo ahula 0.0322	Negatiboa ahula -0.0156	Positibo ahula 0.0301	Negatiboa ahula -0.0614	Positibo ahula 0.0254	Positibo ahula 0.0139	Negatiboa ahula -0.0086
Answer 27	-	Negatiboa ahula -0.0179	Negatiboa ahula -0.0368	Positibo ahula 0.0010	Negatiboa ahula -0.0188	Positibo ahula 0.0319	Negatiboa ahula -0.0010	Positibo ahula 0.0184
Answer 28	-	Positibo ahula 0.0324	Positibo ahula 0.0387	Positibo ahula 0.0276	Positibo ahula 0.0104	Negatiboa ahula -0.0238	Negatiboa ahula -0.0223	Negatiboa ahula -0.0393
Answer 29	-	Negatiboa ahula -0.0127	Positibo ahula 0.0032	Negatiboa ahula -0.0254	Positibo ahula 0.0189	Positibo ahula 0.0392	Negatiboa ahula -0.0320	Positibo ahula 0.0002
Answer 26	-	Negatiboa ahula -0.0032	Negatiboa ahula -0.0308	Negatiboa ahula -0.0247	Positibo ahula 0.0020	Negatiboa ahula -0.0081	Positibo ahula 0.0524	Positibo ahula 0.0061
Answer 30	-	Negatiboa ahula -0.0722	Positibo ahula 0.0270	Positibo ahula 0.0012	Positibo ahula 0.0668	Negatiboa ahula -0.0824	Negatiboa ahula -0.0036	Positibo ahula 0.0429
Autonomia (zenbat ados edo ados zaude?)
Answer 31	-	Positibo ahula 0.0913	Positibo ahula 0.0320	Negatiboa ahula -0.0087	Negatiboa ahula -0.0597	Positibo ahula 0.0576	Positibo ahula 0.0085	Negatiboa ahula -0.0724
Answer 32	-	Positibo ahula 0.0605	Positibo ahula 0.0272	Positibo ahula 0.0156	Negatiboa ahula -0.0122	Positibo ahula 0.0065	Negatiboa ahula -0.0070	Negatiboa ahula -0.0590
Answer 33	-	Negatiboa ahula -0.0557	Negatiboa ahula -0.0486	Negatiboa ahula -0.0055	Positibo ahula 0.0334	Positibo ahula 0.0493	Negatiboa ahula -0.0076	Negatiboa ahula -0.0055
Answer 34	-	Positibo ahula 0.0235	Negatiboa ahula -0.0089	Negatiboa ahula -0.0006	Negatiboa ahula -0.0164	Negatiboa ahula -0.0614	Positibo ahula 0.0232	Positibo ahula 0.0468
Answer 35	-	Negatiboa ahula -0.0436	Negatiboa ahula -0.0252	Negatiboa ahula -0.0122	Positibo ahula 0.0248	Negatiboa ahula -0.0184	Positibo ahula 0.0347	Positibo ahula 0.0204
Answer 32	-	Negatiboa ahula -0.0433	Negatiboa ahula -0.0218	Negatiboa ahula -0.0159	Positibo ahula 0.0456	Negatiboa ahula -0.0535	Positibo ahula 0.0159	Positibo ahula 0.0504
Answer 36	-	Negatiboa ahula -0.0261	Positibo ahula 0.0486	Positibo ahula 0.0236	Negatiboa ahula -0.0236	Positibo ahula 0.0079	Negatiboa ahula -0.0575	Positibo ahula 0.0284
Autonomia (zenbat ados edo ados zaude?)
Answer 37	-	Negatiboa ahula -0.0478	Positibo ahula 0.0334	Positibo ahula 0.0521	Positibo ahula 0.0211	Negatiboa ahula -0.0657	Negatiboa ahula -0.0750	Positibo ahula 0.0688
Answer 38	-	Negatiboa ahula -0.0135	Negatiboa ahula -0.0411	Negatiboa ahula -0.0288	Positibo ahula 0.0068	Positibo ahula 0.0115	Positibo ahula 0.0771	Negatiboa ahula -0.0229
Answer 39	-	Negatiboa ahula -0.0035	Positibo ahula 0.0110	Negatiboa ahula -0.0297	Negatiboa ahula -0.0159	Positibo ahula 0.0450	Positibo ahula 0.0125	Negatiboa ahula -0.0181
Answer 40	-	Positibo ahula 0.0523	Negatiboa ahula -0.0171	Positibo ahula 0.0114	Negatiboa ahula -0.0213	Positibo ahula 0.0157	Positibo ahula 0.0150	Negatiboa ahula -0.0365
Answer 41	-	Positibo ahula 0.0313	Negatiboa ahula -0.0004	Negatiboa ahula -0.0249	Positibo ahula 0.0326	Positibo ahula 0.0057	Positibo ahula 0.0155	Negatiboa ahula -0.0467
Answer 38	-	Positibo ahula 0.0314	Positibo ahula 0.0129	Positibo ahula 0.0131	Negatiboa ahula -0.0178	Positibo ahula 0.0134	Negatiboa ahula -0.0391	Negatiboa ahula -0.0033
Answer 42	-	Positibo ahula 0.0389	Positibo ahula 0.0052	Negatiboa ahula -0.0227	Negatiboa ahula -0.0365	Positibo ahula 0.0307	Negatiboa ahula -0.0159	Positibo ahula 0.0098
2) Ingurumen maisutasuna (zenbat ados edo ados zaude?)
Answer 43	-	Negatiboa ahula -0.0491	Negatiboa ahula -0.0198	Positibo ahula 0.0065	Positibo ahula 0.0786	Negatiboa ahula -0.0401	Negatiboa ahula -0.1006	Positibo ahula 0.0843
Answer 44	-	Negatiboa ahula -0.0007	Negatiboa ahula -0.0119	Positibo ahula 0.0091	Negatiboa ahula -0.0282	Positibo ahula 0.0081	Positibo ahula 0.0276	Negatiboa ahula -0.0029
Answer 45	-	Positibo ahula 0.0245	Negatiboa ahula -0.0351	Negatiboa ahula -0.0083	Negatiboa ahula -0.0155	Negatiboa ahula -0.0076	Positibo ahula 0.0911	Negatiboa ahula -0.0411
Answer 46	-	Positibo ahula 0.0039	Negatiboa ahula -0.0047	Negatiboa ahula -0.0116	Negatiboa ahula -0.0220	Negatiboa ahula -0.0019	Negatiboa ahula -0.0109	Positibo ahula 0.0402
Answer 47	-	Positibo ahula 0.0131	Positibo ahula 0.0330	Positibo ahula 0.0110	Negatiboa ahula -0.0089	Positibo ahula 0.0193	Negatiboa ahula -0.0047	Negatiboa ahula -0.0422
Answer 44	-	Positibo ahula 0.0398	Positibo ahula 0.0231	Negatiboa ahula -0.0224	Negatiboa ahula -0.0128	Positibo ahula 0.0710	Positibo ahula 0.0080	Negatiboa ahula -0.0807
Answer 48	-	Positibo ahula 0.0056	Positibo ahula 0.0996	Positibo ahula 0.0081	Negatiboa ahula -0.0353	Negatiboa ahula -0.0163	Positibo ahula 0.0105	Negatiboa ahula -0.0327
Ingurumen maisutasuna (zenbat ados edo ados zaude?)
Answer 49	-	Positibo ahula 0.0620	Positibo ahula 0.0842	Positibo ahula 0.0502	Negatiboa ahula -0.0785	Positibo ahula 0.0017	Negatiboa ahula -0.0333	Negatiboa ahula -0.0312
Answer 50	-	Positibo ahula 0.0644	Positibo ahula 0.0338	Negatiboa ahula -0.0310	Negatiboa ahula -0.0317	Positibo ahula 0.0113	Positibo ahula 0.0704	Negatiboa ahula -0.0766
Answer 51	-	Negatiboa ahula -0.0056	Negatiboa ahula -0.0296	Positibo ahula 0.0138	Positibo ahula 0.0128	Positibo ahula 0.0018	Positibo ahula 0.0164	Negatiboa ahula -0.0162
Answer 52	-	Positibo ahula 0.0154	Negatiboa ahula -0.0087	Negatiboa ahula -0.0001	Negatiboa ahula -0.0090	Positibo ahula 0.0022	Negatiboa ahula -0.0053	Positibo ahula 0.0062
Answer 53	-	Negatiboa ahula -0.0051	Positibo ahula 0.0193	Positibo ahula 0.0059	Positibo ahula 0.0074	Negatiboa ahula -0.0075	Negatiboa ahula -0.0146	Negatiboa ahula -0.0001
Answer 50	-	Negatiboa ahula -0.0555	Negatiboa ahula -0.0774	Negatiboa ahula -0.0016	Positibo ahula 0.0011	Positibo ahula 0.0031	Positibo ahula 0.0109	Positibo ahula 0.0730
Answer 54	-	Negatiboa ahula -0.0565	Positibo ahula 0.0013	Negatiboa ahula -0.0225	Positibo ahula 0.0758	Negatiboa ahula -0.0129	Negatiboa ahula -0.0582	Positibo ahula 0.0396
Ingurumen maisutasuna (zenbat ados edo ados zaude?)
Answer 55	-	Positibo ahula 0.0572	Positibo ahula 0.0895	Positibo ahula 0.0474	Negatiboa ahula -0.0790	Negatiboa ahula -0.0063	Negatiboa ahula -0.0376	Negatiboa ahula -0.0178
Answer 56	-	Positibo ahula 0.0134	Positibo ahula 0.0559	Negatiboa ahula -0.0101	Negatiboa ahula -0.0516	Positibo ahula 0.0296	Positibo ahula 0.0325	Negatiboa ahula -0.0414
Answer 57	-	Positibo ahula 0.0527	Negatiboa ahula -0.0303	Negatiboa ahula -0.0036	Negatiboa ahula -0.0180	Positibo ahula 0.0156	Positibo ahula 0.0186	Negatiboa ahula -0.0215
Answer 58	-	Positibo ahula 0.0171	Positibo ahula 0.0368	Negatiboa ahula -0.0051	Negatiboa ahula -0.0064	Negatiboa ahula -0.0456	Positibo ahula 0.0272	Negatiboa ahula -0.0035
Answer 59	-	Negatiboa ahula -0.0540	Negatiboa ahula -0.0272	Negatiboa ahula -0.0127	Positibo ahula 0.0557	Positibo ahula 0.0101	Positibo ahula 0.0211	Negatiboa ahula -0.0197
Answer 56	-	Negatiboa ahula -0.0451	Negatiboa ahula -0.0545	Positibo ahula 0.0445	Positibo ahula 0.0129	Negatiboa ahula -0.0272	Negatiboa ahula -0.0194	Positibo ahula 0.0546
Answer 60	-	Negatiboa ahula -0.0390	Negatiboa ahula -0.0424	Negatiboa ahula -0.0508	Positibo ahula 0.0747	Positibo ahula 0.0183	Negatiboa ahula -0.0476	Positibo ahula 0.0429
Ingurumen maisutasuna (zenbat ados edo ados zaude?)
Answer 61	-	Positibo ahula 0.0065	Negatiboa ahula -0.0527	Positibo ahula 0.0050	Negatiboa ahula -0.0010	Positibo ahula 0.0088	Negatiboa ahula -0.0543	Positibo ahula 0.0621
Answer 62	-	Negatiboa ahula -0.0378	Negatiboa ahula -0.0645	Positibo ahula 0.0165	Positibo ahula 0.0460	Positibo ahula 0.0021	Negatiboa ahula -0.0395	Positibo ahula 0.0384
Answer 63	-	Positibo ahula 0.0109	Positibo ahula 0.0130	Negatiboa ahula -0.0204	Negatiboa ahula -0.0161	Positibo ahula 0.0098	Positibo ahula 0.0278	Negatiboa ahula -0.0153
Answer 64	-	Positibo ahula 0.0545	Positibo ahula 0.0416	Negatiboa ahula -0.0214	Negatiboa ahula -0.0239	Negatiboa ahula -0.0319	Positibo ahula 0.0320	Negatiboa ahula -0.0150
Answer 65	-	Negatiboa ahula -0.0141	Positibo ahula 0.0251	Negatiboa ahula -0.0067	Positibo ahula 0.0014	Positibo ahula 0.0084	Positibo ahula 0.0559	Negatiboa ahula -0.0570
Answer 62	-	Negatiboa ahula -0.0041	Positibo ahula 0.0652	Negatiboa ahula -0.0070	Positibo ahula 0.0017	Negatiboa ahula -0.0082	Positibo ahula 0.0341	Negatiboa ahula -0.0553
Answer 66	-	Positibo ahula 0.0043	Positibo ahula 0.0599	Positibo ahula 0.0408	Negatiboa ahula -0.0474	Positibo ahula 4.36E-5	Negatiboa ahula -0.0198	Negatiboa ahula -0.0143
Ingurumen maisutasuna (zenbat ados edo ados zaude?)
Answer 67	-	Positibo ahula 0.0373	Positibo ahula 0.0423	Positibo ahula 0.0471	Negatiboa ahula -0.0719	Negatiboa ahula -0.0605	Negatiboa ahula -0.0179	Positibo ahula 0.0498
Answer 68	-	Positibo ahula 0.0098	Positibo ahula 0.0585	Positibo ahula 0.0094	Negatiboa ahula -0.0516	Negatiboa ahula -0.0271	Positibo ahula 0.0143	Positibo ahula 0.0106
Answer 69	-	Positibo ahula 0.0220	Negatiboa ahula -0.0318	Positibo ahula 0.0247	Negatiboa ahula -0.0738	Positibo ahula 0.0108	Positibo ahula 0.0040	Positibo ahula 0.0456
Answer 70	-	Negatiboa ahula -0.0130	Positibo ahula 0.0055	Positibo ahula 0.0054	Negatiboa ahula -0.0465	Negatiboa ahula -0.0066	Positibo ahula 0.0413	Positibo ahula 0.0169
Answer 71	-	Negatiboa ahula -0.0371	Negatiboa ahula -0.0113	Positibo ahula 0.0070	Negatiboa ahula -8.49E-5	Positibo ahula 0.0172	Positibo ahula 0.0130	Negatiboa ahula -0.0035
Answer 68	-	Negatiboa ahula -0.0238	Negatiboa ahula -0.0568	Negatiboa ahula -0.0521	Positibo ahula 0.0477	Positibo ahula 0.0323	Positibo ahula 0.0542	Negatiboa ahula -0.0261
Answer 72	-	Positibo ahula 0.0076	Positibo ahula 0.0055	Negatiboa ahula -0.0210	Positibo ahula 0.1449	Positibo ahula 0.0171	Negatiboa ahula -0.0954	Negatiboa ahula -0.0666
Ingurumen maisutasuna (zenbat ados edo ados zaude?)
Answer 73	-	Negatiboa ahula -0.0214	Positibo ahula 0.0037	Negatiboa ahula -0.0030	Positibo ahula 0.1107	Positibo ahula 0.0054	Negatiboa ahula -0.1279	Positibo ahula 0.0083
Answer 74	-	Negatiboa ahula -0.0276	Negatiboa ahula -0.0452	Positibo ahula 0.0329	Negatiboa ahula -0.0163	Negatiboa ahula -0.0291	Positibo ahula 0.0610	Positibo ahula 0.0093
Answer 75	-	Negatiboa ahula -0.0007	Negatiboa ahula -0.0023	Negatiboa ahula -0.0302	Negatiboa ahula -0.0444	Positibo ahula 0.0169	Positibo ahula 0.0611	Positibo ahula 0.0065
Answer 76	-	Positibo ahula 0.0472	Positibo ahula 0.0131	Negatiboa ahula -0.0296	Negatiboa ahula -0.0619	Positibo ahula 0.0122	Positibo ahula 0.0262	Positibo ahula 0.0127
Answer 77	-	Positibo ahula 0.0465	Positibo ahula 0.0160	Positibo ahula 0.0418	Negatiboa ahula -0.0058	Negatiboa ahula -0.0377	Negatiboa ahula -0.0003	Negatiboa ahula -0.0338
Answer 74	-	Positibo ahula 0.0304	Positibo ahula 0.0276	Negatiboa ahula -0.0221	Negatiboa ahula -0.0317	Positibo ahula 0.0323	Positibo ahula 0.0117	Negatiboa ahula -0.0281
Answer 78	-	Negatiboa ahula -0.0383	Positibo ahula 0.0476	Negatiboa ahula -0.0061	Negatiboa ahula -0.0330	Positibo ahula 0.0252	Positibo ahula 0.0067	Positibo ahula 0.0012
Ingurumen maisutasuna (zenbat ados edo ados zaude?)
Answer 79	-	Positibo ahula 0.0522	Positibo ahula 0.0556	Positibo ahula 0.0258	Negatiboa ahula -0.0961	Positibo ahula 0.0098	Positibo ahula 0.0342	Negatiboa ahula -0.0326
Answer 80	-	Positibo ahula 0.0130	Positibo ahula 0.0529	Negatiboa ahula -0.0011	Negatiboa ahula -0.0365	Negatiboa ahula -0.0056	Positibo ahula 0.0041	Negatiboa ahula -0.0043
Answer 81	-	Positibo ahula 0.0489	Negatiboa ahula -0.0214	Negatiboa ahula -0.0070	Negatiboa ahula -0.0348	Positibo ahula 0.0031	Positibo ahula 0.0402	Negatiboa ahula -0.0136
Answer 82	-	Negatiboa ahula -0.0170	Negatiboa ahula -0.0106	Positibo ahula 0.0295	Positibo ahula 0.0106	Negatiboa ahula -0.0158	Positibo ahula 0.0134	Negatiboa ahula -0.0165
Answer 83	-	Negatiboa ahula -0.0023	Negatiboa ahula -0.0238	Negatiboa ahula -0.0025	Negatiboa ahula -0.0019	Negatiboa ahula -0.0065	Positibo ahula 0.0300	Positibo ahula 0.0049
Answer 80	-	Negatiboa ahula -0.0581	Negatiboa ahula -0.0389	Negatiboa ahula -0.0097	Positibo ahula 0.0434	Positibo ahula 0.0069	Negatiboa ahula -0.0180	Positibo ahula 0.0356
Answer 84	-	Negatiboa ahula -0.0332	Negatiboa ahula -0.0066	Negatiboa ahula -0.0235	Positibo ahula 0.0964	Positibo ahula 0.0056	Negatiboa ahula -0.0889	Positibo ahula 0.0191
3) Hazkunde pertsonala (zenbat ados edo ados zaude?)
Answer 85	-	Negatiboa ahula -0.0367	Negatiboa ahula -0.1282	Positibo ahula 0.0023	Negatiboa ahula -7.65E-6	Negatiboa ahula -0.0412	Negatiboa ahula -0.0235	Positibo ahula 0.1609
Answer 86	-	Negatiboa ahula -0.0230	Positibo ahula 0.0669	Negatiboa ahula -0.0018	Positibo ahula 0.0415	Positibo ahula 0.0269	Positibo ahula 0.0286	Negatiboa ahula -0.1172
Answer 87	-	Positibo ahula 0.0699	Positibo ahula 0.0526	Negatiboa ahula -0.0111	Negatiboa ahula -0.0127	Positibo ahula 0.0487	Positibo ahula 0.0034	Negatiboa ahula -0.1022
Answer 88	-	Positibo ahula 0.0361	Positibo ahula 0.0636	Negatiboa ahula -0.0082	Negatiboa ahula -0.0460	Negatiboa ahula -0.0009	Negatiboa ahula -0.0034	Negatiboa ahula -0.0095
Answer 89	-	Positibo ahula 0.0056	Positibo ahula 0.0650	Positibo ahula 0.0202	Negatiboa ahula -0.0130	Negatiboa ahula -0.0197	Positibo ahula 0.0140	Negatiboa ahula -0.0436
Answer 86	-	Positibo ahula 0.0196	Positibo ahula 0.0088	Negatiboa ahula -0.0285	Negatiboa ahula -0.0127	Positibo ahula 0.0267	Positibo ahula 0.0256	Negatiboa ahula -0.0267
Answer 90	-	Positibo ahula 0.0227	Positibo ahula 0.0419	Positibo ahula 0.0325	Negatiboa ahula -0.0358	Negatiboa ahula -0.0213	Negatiboa ahula -0.0318	Positibo ahula 0.0161
Hazkunde pertsonala (zenbat ados edo ados zaude?)
Answer 91	-	Negatiboa ahula -0.0028	Positibo ahula 0.0009	Positibo ahula 0.0173	Positibo ahula 0.0317	Negatiboa ahula -0.0226	Negatiboa ahula -0.0094	Negatiboa ahula -0.0166
Answer 92	-	Positibo ahula 0.0169	Positibo ahula 0.0223	Negatiboa ahula -0.0080	Positibo ahula 0.0219	Positibo ahula 0.0262	Negatiboa ahula -0.0323	Negatiboa ahula -0.0370
Answer 93	-	Positibo ahula 0.0244	Positibo ahula 0.1171	Negatiboa ahula -0.0154	Negatiboa ahula -0.0355	Positibo ahula 0.0172	Negatiboa ahula -0.0056	Negatiboa ahula -0.0535
Answer 94	-	Positibo ahula 0.1139	Positibo ahula 0.0307	Negatiboa ahula -0.0377	Negatiboa ahula -0.0225	Negatiboa ahula -0.0041	Positibo ahula 0.0016	Negatiboa ahula -0.0322
Answer 95	-	Positibo ahula 0.0517	Positibo ahula 0.0804	Negatiboa ahula -0.0122	Positibo ahula 0.0166	Negatiboa ahula -0.0019	Positibo ahula 0.0304	Negatiboa ahula -0.1149
Answer 92	-	Negatiboa ahula -0.0111	Positibo ahula 0.0499	Negatiboa ahula -0.0285	Positibo ahula 0.0181	Positibo ahula 0.0190	Positibo ahula 0.0912	Negatiboa ahula -0.1117
Answer 96	-	Negatiboa ahula -0.0763	Negatiboa ahula -0.1319	Positibo ahula 0.0399	Negatiboa ahula -0.0250	Negatiboa ahula -0.0140	Negatiboa ahula -0.0586	Positibo ahula 0.1849
Hazkunde pertsonala (zenbat ados edo ados zaude?)
Answer 97	-	Positibo ahula 0.0569	Positibo ahula 0.0569	Positibo ahula 0.0245	Negatiboa ahula -0.0382	Negatiboa ahula -0.0087	Negatiboa ahula -0.0313	Negatiboa ahula -0.0188
Answer 98	-	Positibo ahula 0.0217	Positibo ahula 0.0460	Positibo ahula 0.0237	Negatiboa ahula -0.0327	Negatiboa ahula -0.0098	Negatiboa ahula -0.0206	Negatiboa ahula -0.0025
Answer 99	-	Positibo ahula 0.0148	Positibo ahula 0.0865	Negatiboa ahula -0.0001	Negatiboa ahula -0.0258	Positibo ahula 0.0137	Positibo ahula 0.0254	Negatiboa ahula -0.0742
Answer 100	-	Positibo ahula 0.1036	Positibo ahula 0.0281	Negatiboa ahula -0.0218	Negatiboa ahula -0.0171	Positibo ahula 0.0257	Negatiboa ahula -0.0327	Negatiboa ahula -0.0468
Answer 101	-	Positibo ahula 0.0687	Positibo ahula 0.0645	Negatiboa ahula -0.0281	Negatiboa ahula -0.0213	Positibo ahula 0.0195	Positibo ahula 0.0081	Negatiboa ahula -0.0657
Answer 98	-	Negatiboa ahula -0.0043	Negatiboa ahula -0.0243	Negatiboa ahula -0.0220	Negatiboa ahula -0.0570	Positibo ahula 0.0247	Positibo ahula 0.0717	Positibo ahula 0.0077
Answer 102	-	Negatiboa ahula -0.1146	Negatiboa ahula -0.1012	Positibo ahula 0.0234	Positibo ahula 0.0970	Negatiboa ahula -0.0395	Negatiboa ahula -0.0333	Positibo ahula 0.0886
Hazkunde pertsonala (zenbat ados edo ados zaude?)
Answer 103	-	Negatiboa ahula -0.0598	Negatiboa ahula -0.0687	Negatiboa ahula -0.0165	Negatiboa ahula -0.0191	Negatiboa ahula -0.0206	Negatiboa ahula -0.0168	Positibo ahula 0.1483
Answer 104	-	Negatiboa ahula -0.0105	Positibo ahula 0.0216	Negatiboa ahula -0.0214	Positibo ahula 0.0479	Positibo ahula 0.0064	Positibo ahula 0.0202	Negatiboa ahula -0.0569
Answer 105	-	Positibo ahula 0.0247	Positibo ahula 0.0286	Negatiboa ahula -0.0127	Positibo ahula 0.0058	Positibo ahula 0.0756	Positibo ahula 0.0122	Negatiboa ahula -0.1125
Answer 106	-	Positibo ahula 0.0770	Positibo ahula 0.0460	Positibo ahula 0.0112	Negatiboa ahula -0.0122	Negatiboa ahula -0.0241	Negatiboa ahula -0.0100	Negatiboa ahula -0.0456
Answer 107	-	Positibo ahula 0.0263	Positibo ahula 0.0246	Positibo ahula 0.0440	Negatiboa ahula -0.0307	Positibo ahula 0.0010	Negatiboa ahula -0.0073	Negatiboa ahula -0.0350
Answer 104	-	Positibo ahula 0.0223	Positibo ahula 0.0510	Positibo ahula 0.0457	Negatiboa ahula -0.0123	Negatiboa ahula -0.0579	Positibo ahula 0.0433	Negatiboa ahula -0.0553
Answer 108	-	Positibo ahula 0.0582	Negatiboa ahula -0.0021	Positibo ahula 0.0668	Negatiboa ahula -0.0443	Negatiboa ahula -0.0040	Negatiboa ahula -0.0459	Negatiboa ahula -0.0074
Hazkunde pertsonala (zenbat ados edo ados zaude?)
Answer 109	-	Positibo ahula 0.0560	Positibo ahula 0.0906	Positibo ahula 0.0488	Negatiboa ahula -0.0389	Negatiboa ahula -0.0136	Negatiboa ahula -0.0223	Negatiboa ahula -0.0634
Answer 110	-	Positibo ahula 0.0233	Positibo ahula 0.0107	Positibo ahula 0.0502	Positibo ahula 0.0086	Negatiboa ahula -0.0229	Negatiboa ahula -0.0415	Negatiboa ahula -0.0177
Answer 111	-	Positibo ahula 0.0537	Positibo ahula 0.0630	Negatiboa ahula -0.0033	Positibo ahula 0.0120	Positibo ahula 0.0451	Positibo ahula 0.0244	Negatiboa ahula -0.1494
Answer 112	-	Positibo ahula 0.0297	Positibo ahula 0.0210	Negatiboa ahula -0.0197	Negatiboa ahula -0.0334	Positibo ahula 0.0074	Positibo ahula 0.0372	Negatiboa ahula -0.0168
Answer 113	-	Positibo ahula 0.0528	Positibo ahula 0.0192	Negatiboa ahula -0.0546	Negatiboa ahula -0.0029	Positibo ahula 0.0070	Positibo ahula 0.0503	Negatiboa ahula -0.0450
Answer 110	-	Negatiboa ahula -0.0555	Negatiboa ahula -0.0810	Positibo ahula 0.0090	Negatiboa ahula -0.0025	Positibo ahula 0.0275	Positibo ahula 0.0096	Positibo ahula 0.0455
Answer 114	-	Negatiboa ahula -0.0921	Negatiboa ahula -0.0587	Negatiboa ahula -0.0175	Positibo ahula 0.0335	Negatiboa ahula -0.0471	Negatiboa ahula -0.0459	Positibo ahula 0.1621
Hazkunde pertsonala (zenbat ados edo ados zaude?)
Answer 115	-	Positibo ahula 0.0296	Positibo ahula 0.0305	Positibo ahula 0.0028	Negatiboa ahula -0.0237	Negatiboa ahula -0.0045	Negatiboa ahula -0.0058	Negatiboa ahula -0.0070
Answer 116	-	Positibo ahula 0.0596	Positibo ahula 0.0866	Negatiboa ahula -0.0083	Negatiboa ahula -0.0121	Positibo ahula 0.0227	Negatiboa ahula -0.0268	Negatiboa ahula -0.0752
Answer 117	-	Positibo ahula 0.0227	Positibo ahula 0.0368	Positibo ahula 0.0045	Positibo ahula 0.0159	Negatiboa ahula -0.0158	Positibo ahula 0.0225	Negatiboa ahula -0.0631
Answer 118	-	Positibo ahula 0.0588	Positibo ahula 0.0506	Negatiboa ahula -0.0115	Negatiboa ahula -0.0164	Negatiboa ahula -0.0044	Negatiboa ahula -0.0125	Negatiboa ahula -0.0290
Answer 119	-	Positibo ahula 0.0183	Positibo ahula 0.0101	Positibo ahula 0.0184	Negatiboa ahula -0.0147	Negatiboa ahula -0.0422	Positibo ahula 0.0472	Negatiboa ahula -0.0188
Answer 116	-	Negatiboa ahula -0.0526	Negatiboa ahula -0.0394	Negatiboa ahula -0.0569	Positibo ahula 0.0352	Positibo ahula 0.0431	Positibo ahula 0.1077	Negatiboa ahula -0.0578
Answer 120	-	Negatiboa ahula -0.0485	Negatiboa ahula -0.0688	Positibo ahula 0.0388	Negatiboa ahula -0.0004	Negatiboa ahula -0.0101	Negatiboa ahula -0.0924	Positibo ahula 0.1295
Hazkunde pertsonala (zenbat ados edo ados zaude?)
Answer 121	-	Negatiboa ahula -0.0766	Negatiboa ahula -0.0711	Positibo ahula 0.0338	Negatiboa ahula -0.0342	Negatiboa ahula -0.0183	Negatiboa ahula -0.0531	Positibo ahula 0.1618
Answer 122	-	Positibo ahula 0.0043	Negatiboa ahula -0.0196	Negatiboa ahula -0.0002	Positibo ahula 0.0150	Positibo ahula 0.0008	Positibo ahula 0.0276	Negatiboa ahula -0.0338
Answer 123	-	Positibo ahula 0.0510	Positibo ahula 0.0756	Negatiboa ahula -0.0437	Positibo ahula 0.0488	Negatiboa ahula -0.0027	Positibo ahula 0.0461	Negatiboa ahula -0.1240
Answer 124	-	Positibo ahula 0.0511	Positibo ahula 0.0311	Negatiboa ahula -0.0109	Negatiboa ahula -0.0077	Positibo ahula 0.0125	Positibo ahula 0.0116	Negatiboa ahula -0.0556
Answer 125	-	Positibo ahula 0.0119	Positibo ahula 0.0107	Positibo ahula 0.0081	Positibo ahula 0.0381	Positibo ahula 0.0169	Positibo ahula 0.0193	Negatiboa ahula -0.0916
Answer 122	-	Positibo ahula 0.0166	Positibo ahula 0.0646	Negatiboa ahula -0.0291	Negatiboa ahula -0.0314	Positibo ahula 0.0486	Negatiboa ahula -0.0040	Negatiboa ahula -0.0377
Answer 126	-	Positibo ahula 0.0557	Positibo ahula 0.0381	Positibo ahula 0.0092	Negatiboa ahula -0.0174	Negatiboa ahula -0.0197	Negatiboa ahula -0.0228	Negatiboa ahula -0.0100
4) Harreman positiboak besteekin (zenbat ados edo ados zaude?)
Answer 127	-	Positibo ahula 0.0196	Negatiboa ahula -0.0802	Negatiboa ahula -0.0076	Positibo ahula 0.0091	Positibo ahula 0.0222	Negatiboa ahula -0.0625	Positibo ahula 0.0688
Answer 128	-	Negatiboa ahula -0.0648	Negatiboa ahula -0.0710	Negatiboa ahula -0.0379	Negatiboa ahula -0.0044	Positibo ahula 0.0722	Positibo ahula 0.0200	Positibo ahula 0.0358
Answer 129	-	Negatiboa ahula -0.0349	Positibo ahula 0.0642	Positibo ahula 0.0095	Positibo ahula 0.0159	Negatiboa ahula -0.0084	Positibo ahula 0.0404	Negatiboa ahula -0.0695
Answer 130	-	Positibo ahula 0.0803	Positibo ahula 0.0628	Negatiboa ahula -0.0242	Negatiboa ahula -0.0051	Negatiboa ahula -0.0580	Positibo ahula 0.0153	Negatiboa ahula -0.0220
Answer 131	-	Positibo ahula 0.0428	Positibo ahula 0.0751	Positibo ahula 0.0512	Negatiboa ahula -0.0222	Negatiboa ahula -0.0543	Positibo ahula 0.0347	Negatiboa ahula -0.0738
Answer 128	-	Positibo ahula 0.0334	Positibo ahula 0.0576	Positibo ahula 0.0722	Negatiboa ahula -0.0193	Negatiboa ahula -0.0800	Negatiboa ahula -0.0110	Negatiboa ahula -0.0153
Answer 132	-	Positibo ahula 0.0014	Positibo ahula 0.0979	Positibo ahula 0.0395	Positibo ahula 0.0029	Negatiboa ahula -0.0469	Negatiboa ahula -0.0186	Negatiboa ahula -0.0376
Harreman positiboak besteekin (zenbat ados edo ados zaude?)
Answer 133	-	Positibo ahula 0.0394	Negatiboa ahula -0.0362	Positibo ahula 0.0281	Positibo ahula 0.0172	Positibo ahula 0.0355	Negatiboa ahula -0.0997	Positibo ahula 0.0099
Answer 134	-	Negatiboa ahula -0.0340	Negatiboa ahula -0.0530	Negatiboa ahula -0.0462	Negatiboa ahula -0.0007	Positibo ahula 0.0521	Positibo ahula 0.0182	Positibo ahula 0.0270
Answer 135	-	Positibo ahula 0.0071	Negatiboa ahula -0.0366	Negatiboa ahula -0.0329	Negatiboa ahula -0.0114	Positibo ahula 0.0182	Positibo ahula 0.0538	Negatiboa ahula -0.0052
Answer 136	-	Positibo ahula 0.0008	Positibo ahula 0.0420	Positibo ahula 0.0069	Negatiboa ahula -0.0119	Negatiboa ahula -0.0605	Positibo ahula 0.0420	Negatiboa ahula -0.0014
Answer 137	-	Positibo ahula 0.0127	Positibo ahula 0.0765	Positibo ahula 0.0378	Negatiboa ahula -0.0072	Negatiboa ahula -0.0453	Positibo ahula 0.0133	Negatiboa ahula -0.0470
Answer 134	-	Negatiboa ahula -0.0160	Positibo ahula 0.0935	Positibo ahula 0.0311	Positibo ahula 0.0232	Negatiboa ahula -0.0775	Negatiboa ahula -0.0072	Negatiboa ahula -0.0150
Answer 138	-	Negatiboa ahula -0.0347	Positibo ahula 0.0471	Positibo ahula 0.0337	Negatiboa ahula -0.0175	Negatiboa ahula -0.0264	Positibo ahula 0.0121	Negatiboa ahula -0.0057
Harreman positiboak besteekin (zenbat ados edo ados zaude?)
Answer 139	-	Positibo ahula 0.0358	Positibo ahula 0.0724	Positibo ahula 0.0368	Negatiboa ahula -0.0005	Negatiboa ahula -0.0529	Negatiboa ahula -0.0411	Negatiboa ahula -0.0154
Answer 140	-	Positibo ahula 0.0209	Positibo ahula 0.0917	Positibo ahula 0.0276	Positibo ahula 0.0032	Negatiboa ahula -0.0423	Negatiboa ahula -0.0023	Negatiboa ahula -0.0596
Answer 141	-	Negatiboa ahula -0.0082	Positibo ahula 0.0163	Positibo ahula 0.0033	Positibo ahula 0.0187	Positibo ahula 0.0254	Positibo ahula 0.0101	Negatiboa ahula -0.0592
Answer 142	-	Positibo ahula 0.0394	Negatiboa ahula -0.0048	Positibo ahula 0.0003	Negatiboa ahula -0.0377	Negatiboa ahula -0.0029	Positibo ahula 0.0034	Positibo ahula 0.0168
Answer 143	-	Negatiboa ahula -0.0132	Negatiboa ahula -0.0025	Negatiboa ahula -0.0324	Negatiboa ahula -0.0148	Positibo ahula 0.0293	Positibo ahula 0.0642	Negatiboa ahula -0.0283
Answer 140	-	Negatiboa ahula -0.0037	Negatiboa ahula -0.0434	Positibo ahula 0.0164	Negatiboa ahula -0.0369	Positibo ahula 0.0065	Positibo ahula 0.0211	Positibo ahula 0.0288
Answer 144	-	Negatiboa ahula -0.0468	Negatiboa ahula -0.0899	Negatiboa ahula -0.0415	Positibo ahula 0.0503	Positibo ahula 0.0262	Negatiboa ahula -0.0424	Positibo ahula 0.0841
Harreman positiboak besteekin (zenbat ados edo ados zaude?)
Answer 145	-	Positibo ahula 0.0195	Positibo ahula 0.0892	Positibo ahula 0.0215	Negatiboa ahula -0.0729	Negatiboa ahula -0.0130	Negatiboa ahula -0.0135	Positibo ahula 0.0067
Answer 146	-	Positibo ahula 0.0361	Negatiboa ahula -0.0061	Positibo ahula 0.0117	Negatiboa ahula -0.0847	Positibo ahula 0.0187	Negatiboa ahula -0.0071	Positibo ahula 0.0404
Answer 147	-	Positibo ahula 0.0249	Positibo ahula 0.0398	Negatiboa ahula -0.0121	Negatiboa ahula -0.0783	Positibo ahula 0.0212	Positibo ahula 0.0469	Negatiboa ahula -0.0145
Answer 148	-	Positibo ahula 0.0638	Negatiboa ahula -0.0120	Positibo ahula 0.0124	Negatiboa ahula -0.0620	Negatiboa ahula -0.0028	Positibo ahula 0.0043	Positibo ahula 0.0180
Answer 149	-	Positibo ahula 0.0041	Negatiboa ahula -0.0198	Negatiboa ahula -0.0249	Positibo ahula 0.0232	Positibo ahula 0.0128	Positibo ahula 0.0215	Negatiboa ahula -0.0201
Answer 146	-	Positibo ahula 0.0040	Negatiboa ahula -0.0219	Negatiboa ahula -0.0184	Positibo ahula 0.0157	Negatiboa ahula -0.0287	Positibo ahula 0.0518	Negatiboa ahula -0.0037
Answer 150	-	Negatiboa ahula -0.0954	Negatiboa ahula -0.0316	Positibo ahula 0.0111	Positibo ahula 0.1552	Negatiboa ahula -0.0008	Negatiboa ahula -0.0768	Negatiboa ahula -0.0160
Harreman positiboak besteekin (zenbat ados edo ados zaude?)
Answer 151	-	Positibo ahula 0.0077	Negatiboa ahula -0.0565	Negatiboa ahula -0.0157	Positibo ahula 0.0199	Positibo ahula 0.0692	Negatiboa ahula -0.0456	Negatiboa ahula -0.0024
Answer 152	-	Negatiboa ahula -0.0231	Negatiboa ahula -0.0352	Positibo ahula 0.0085	Positibo ahula 0.0140	Negatiboa ahula -0.0224	Positibo ahula 0.0398	Positibo ahula 0.0034
Answer 153	-	Negatiboa ahula -0.0092	Positibo ahula 0.0454	Negatiboa ahula -0.0105	Negatiboa ahula -0.0221	Negatiboa ahula -0.0233	Positibo ahula 0.0548	Negatiboa ahula -0.0167
Answer 154	-	Positibo ahula 0.0300	Positibo ahula 0.0429	Positibo ahula 0.0041	Positibo ahula 0.0006	Negatiboa ahula -0.0540	Negatiboa ahula -0.0157	Positibo ahula 0.0153
Answer 155	-	Positibo ahula 0.0180	Positibo ahula 0.0045	Negatiboa ahula -0.0183	Negatiboa ahula -0.0405	Positibo ahula 0.0244	Negatiboa ahula -0.0002	Positibo ahula 0.0164
Answer 152	-	Negatiboa ahula -0.0147	Positibo ahula 0.0948	Positibo ahula 0.0131	Positibo ahula 0.0274	Positibo ahula 0.0036	Negatiboa ahula -0.0479	Negatiboa ahula -0.0523
Answer 156	-	Positibo ahula 0.0094	Positibo ahula 0.0208	Positibo ahula 0.0446	Negatiboa ahula -0.0511	Negatiboa ahula -0.0555	Positibo ahula 0.0024	Positibo ahula 0.0455
Harreman positiboak besteekin (zenbat ados edo ados zaude?)
Answer 157	-	Positibo ahula 0.0676	Positibo ahula 0.0839	Positibo ahula 0.0048	Negatiboa ahula -0.0403	Positibo ahula 0.0387	Negatiboa ahula -0.0449	Negatiboa ahula -0.0607
Answer 158	-	Positibo ahula 0.0132	Positibo ahula 0.0229	Positibo ahula 0.0225	Negatiboa ahula -0.0493	Negatiboa ahula -0.0140	Positibo ahula 0.0505	Negatiboa ahula -0.0250
Answer 159	-	Positibo ahula 0.0227	Negatiboa ahula -0.0369	Negatiboa ahula -0.0455	Positibo ahula 0.0082	Negatiboa ahula -0.0228	Positibo ahula 0.0726	Positibo ahula 0.0048
Answer 160	-	Negatiboa ahula -0.0001	Positibo ahula 0.0417	Positibo ahula 0.0053	Negatiboa ahula -0.0208	Negatiboa ahula -0.0481	Positibo ahula 0.0095	Positibo ahula 0.0258
Answer 161	-	Negatiboa ahula -0.0017	Negatiboa ahula -0.0018	Positibo ahula 0.0064	Negatiboa ahula -0.0319	Positibo ahula 0.0045	Positibo ahula 0.0656	Negatiboa ahula -0.0307
Answer 158	-	Negatiboa ahula -0.0089	Negatiboa ahula -0.0343	Positibo ahula 0.0021	Positibo ahula 0.0205	Positibo ahula 0.0301	Negatiboa ahula -0.0207	Negatiboa ahula -0.0055
Answer 162	-	Negatiboa ahula -0.0671	Negatiboa ahula -0.0499	Positibo ahula 0.0037	Positibo ahula 0.0740	Positibo ahula 0.0029	Negatiboa ahula -0.0815	Positibo ahula 0.0636
Harreman positiboak besteekin (zenbat ados edo ados zaude?)
Answer 163	-	Positibo ahula 0.0093	Negatiboa ahula -0.0646	Negatiboa ahula -0.0342	Positibo ahula 0.0242	Positibo ahula 0.0707	Negatiboa ahula -0.0634	Positibo ahula 0.0260
Answer 164	-	Negatiboa ahula -0.0338	Negatiboa ahula -0.0147	Positibo ahula 0.0122	Positibo ahula 0.0084	Negatiboa ahula -0.0181	Positibo ahula 0.0658	Negatiboa ahula -0.0242
Answer 165	-	Negatiboa ahula -0.0297	Positibo ahula 0.0264	Positibo ahula 0.0260	Negatiboa ahula -0.0137	Negatiboa ahula -0.0369	Positibo ahula 0.0440	Negatiboa ahula -0.0108
Answer 166	-	Positibo ahula 0.0627	Positibo ahula 0.0761	Positibo ahula 0.0069	Negatiboa ahula -0.0123	Negatiboa ahula -0.0599	Negatiboa ahula -0.0139	Negatiboa ahula -0.0151
Answer 167	-	Positibo ahula 0.0054	Positibo ahula 0.0354	Negatiboa ahula -0.0283	Negatiboa ahula -0.0152	Negatiboa ahula -0.0043	Positibo ahula 0.0327	Negatiboa ahula -0.0090
Answer 164	-	Positibo ahula 0.0180	Positibo ahula 0.0359	Positibo ahula 0.0076	Negatiboa ahula -0.0073	Negatiboa ahula -0.0026	Negatiboa ahula -0.0471	Positibo ahula 0.0107
Answer 168	-	Positibo ahula 0.0026	Positibo ahula 0.0222	Positibo ahula 0.0514	Negatiboa ahula -0.0448	Negatiboa ahula -0.0218	Negatiboa ahula -0.0274	Positibo ahula 0.0289
5) Bizitzan xedea (zenbat ados edo ados zaude?)
Answer 169	-	Negatiboa ahula -0.0438	Negatiboa ahula -0.0354	Positibo ahula 0.0304	Positibo ahula 0.1895	Negatiboa ahula -0.0609	Negatiboa ahula -0.1366	Positibo ahula 0.0117
Answer 170	-	Negatiboa ahula -0.0021	Negatiboa ahula -0.0087	Negatiboa ahula -0.0323	Negatiboa ahula -0.0469	Positibo ahula 0.0199	Positibo ahula 0.0721	Positibo ahula 0.0037
Answer 171	-	Positibo ahula 0.0187	Negatiboa ahula -0.0221	Positibo ahula 0.0217	Negatiboa ahula -0.1193	Positibo ahula 0.0744	Positibo ahula 0.0533	Negatiboa ahula -0.0184
Answer 172	-	Positibo ahula 0.0604	Positibo ahula 0.0628	Negatiboa ahula -0.0365	Negatiboa ahula -0.0870	Negatiboa ahula -0.0116	Positibo ahula 0.0365	Positibo ahula 0.0189
Answer 173	-	Positibo ahula 0.0064	Positibo ahula 0.0037	Positibo ahula 0.0085	Negatiboa ahula -0.0478	Negatiboa ahula -0.0153	Positibo ahula 0.0502	Positibo ahula 0.0022
Answer 170	-	Negatiboa ahula -0.0093	Positibo ahula 0.0123	Negatiboa ahula -0.0191	Negatiboa ahula -0.0133	Positibo ahula 0.0363	Positibo ahula 0.0145	Negatiboa ahula -0.0170
Answer 174	-	Positibo ahula 0.0310	Positibo ahula 0.1174	Positibo ahula 0.0132	Negatiboa ahula -0.0538	Negatiboa ahula -0.0203	Positibo ahula 0.0041	Negatiboa ahula -0.0378
Bizitzan xedea (zenbat ados edo ados zaude?)
Answer 175	-	Positibo ahula 0.0731	Positibo ahula 0.0561	Negatiboa ahula -0.0168	Negatiboa ahula -0.1149	Positibo ahula 0.0234	Positibo ahula 0.0011	Positibo ahula 0.0230
Answer 176	-	Positibo ahula 0.0720	Positibo ahula 0.0402	Negatiboa ahula -0.0183	Negatiboa ahula -0.1678	Positibo ahula 0.0265	Positibo ahula 0.0082	Positibo ahula 0.0772
Answer 177	-	Negatiboa ahula -0.0057	Negatiboa ahula -0.0216	Negatiboa ahula -0.0124	Negatiboa ahula -0.0589	Positibo ahula 0.0341	Positibo ahula 0.0324	Positibo ahula 0.0246
Answer 178	-	Positibo ahula 0.0096	Positibo ahula 0.0102	Negatiboa ahula -0.0072	Negatiboa ahula -0.0238	Negatiboa ahula -0.0307	Positibo ahula 0.0054	Positibo ahula 0.0437
Answer 179	-	Positibo ahula 0.0001	Negatiboa ahula -0.0125	Negatiboa ahula -0.0199	Positibo ahula 0.0123	Positibo ahula 0.0083	Positibo ahula 0.0537	Negatiboa ahula -0.0417
Answer 176	-	Negatiboa ahula -0.0426	Negatiboa ahula -0.0839	Positibo ahula 0.0027	Positibo ahula 0.0390	Positibo ahula 0.0064	Positibo ahula 0.0364	Positibo ahula 0.0030
Answer 180	-	Negatiboa ahula -0.0465	Positibo ahula 0.0372	Positibo ahula 0.0449	Positibo ahula 0.1753	Negatiboa ahula -0.0441	Negatiboa ahula -0.1018	Negatiboa ahula -0.0770
Bizitzan xedea (zenbat ados edo ados zaude?)
Answer 181	-	Negatiboa ahula -0.0427	Negatiboa ahula -0.0543	Positibo ahula 0.0728	Positibo ahula 0.1051	Negatiboa ahula -0.0480	Negatiboa ahula -0.1354	Positibo ahula 0.0548
Answer 182	-	Negatiboa ahula -0.0417	Negatiboa ahula -0.0110	Negatiboa ahula -0.0207	Positibo ahula 0.0269	Negatiboa ahula -0.0198	Positibo ahula 0.0482	Positibo ahula 0.0044
Answer 183	-	Positibo ahula 0.0234	Positibo ahula 0.0069	Negatiboa ahula -0.0209	Negatiboa ahula -0.0886	Positibo ahula 0.0415	Positibo ahula 0.0436	Positibo ahula 0.0075
Answer 184	-	Positibo ahula 0.0556	Positibo ahula 0.0541	Negatiboa ahula -0.0651	Negatiboa ahula -0.0268	Positibo ahula 0.0245	Positibo ahula 0.0050	Negatiboa ahula -0.0145
Answer 185	-	Positibo ahula 0.0452	Positibo ahula 0.0320	Negatiboa ahula -0.0031	Negatiboa ahula -0.0483	Positibo ahula 0.0261	Positibo ahula 0.0508	Negatiboa ahula -0.0670
Answer 182	-	Positibo ahula 0.0158	Positibo ahula 0.0171	Positibo ahula 0.0032	Negatiboa ahula -0.0192	Positibo ahula 0.0132	Positibo ahula 0.0447	Negatiboa ahula -0.0524
Answer 186	-	Positibo ahula 0.0246	Positibo ahula 0.0265	Negatiboa ahula -0.0106	Negatiboa ahula -0.0674	Positibo ahula 0.0207	Positibo ahula 0.0500	Negatiboa ahula -0.0192
Bizitzan xedea (zenbat ados edo ados zaude?)
Answer 187	-	Negatiboa ahula -0.0605	Negatiboa ahula -0.0511	Positibo ahula 0.0892	Positibo ahula 0.1347	Negatiboa ahula -0.0503	Negatiboa ahula -0.0916	Negatiboa ahula -0.0139
Answer 188	-	Negatiboa ahula -0.0200	Positibo ahula 0.0178	Negatiboa ahula -0.0430	Negatiboa ahula -0.0228	Negatiboa ahula -0.0008	Positibo ahula 0.0310	Positibo ahula 0.0360
Answer 189	-	Positibo ahula 0.0013	Positibo ahula 0.0086	Positibo ahula 0.0007	Positibo ahula 0.0006	Negatiboa ahula -0.0085	Positibo ahula 0.0334	Negatiboa ahula -0.0248
Answer 190	-	Positibo ahula 0.0620	Positibo ahula 0.0251	Negatiboa ahula -0.0370	Negatiboa ahula -0.0753	Positibo ahula 0.0340	Positibo ahula 0.0053	Positibo ahula 0.0118
Answer 191	-	Positibo ahula 0.0439	Positibo ahula 0.0111	Positibo ahula 0.0057	Negatiboa ahula -0.0998	Positibo ahula 0.0357	Positibo ahula 0.0537	Negatiboa ahula -0.0251
Answer 188	-	Positibo ahula 0.0110	Negatiboa ahula -0.0130	Negatiboa ahula -0.0417	Negatiboa ahula -0.0042	Positibo ahula 0.0332	Positibo ahula 0.0283	Negatiboa ahula -0.0117
Answer 192	-	Positibo ahula 0.0194	Positibo ahula 0.0335	Negatiboa ahula -0.0300	Negatiboa ahula -0.0290	Positibo ahula 0.0005	Negatiboa ahula -0.0041	Positibo ahula 0.0253
Bizitzan xedea (zenbat ados edo ados zaude?)
Answer 193	-	Positibo ahula 0.0480	Positibo ahula 0.0826	Positibo ahula 0.0137	Negatiboa ahula -0.0624	Positibo ahula 6.24E-5	Negatiboa ahula -0.0029	Negatiboa ahula -0.0291
Answer 194	-	Positibo ahula 0.0914	Positibo ahula 0.0408	Negatiboa ahula -0.0008	Negatiboa ahula -0.0532	Positibo ahula 0.0376	Negatiboa ahula -0.0090	Negatiboa ahula -0.0583
Answer 195	-	Negatiboa ahula -0.0293	Negatiboa ahula -0.0015	Negatiboa ahula -0.0332	Negatiboa ahula -0.0308	Positibo ahula 0.0387	Positibo ahula 0.0514	Positibo ahula 0.0015
Answer 196	-	Positibo ahula 0.0026	Positibo ahula 0.0312	Negatiboa ahula -0.0030	Negatiboa ahula -0.0023	Negatiboa ahula -0.0232	Positibo ahula 0.0348	Negatiboa ahula -0.0249
Answer 197	-	Positibo ahula 0.0078	Negatiboa ahula -0.0167	Negatiboa ahula -0.0112	Negatiboa ahula -0.0132	Negatiboa ahula -0.0413	Positibo ahula 0.0387	Positibo ahula 0.0329
Answer 194	-	Negatiboa ahula -0.0257	Negatiboa ahula -0.0482	Negatiboa ahula -0.0084	Positibo ahula 0.0325	Positibo ahula 0.0243	Positibo ahula 0.0334	Negatiboa ahula -0.0275
Answer 198	-	Negatiboa ahula -0.0563	Negatiboa ahula -0.0426	Positibo ahula 0.0323	Positibo ahula 0.0772	Negatiboa ahula -0.0354	Negatiboa ahula -0.1022	Positibo ahula 0.0755
Bizitzan xedea (zenbat ados edo ados zaude?)
Answer 199	-	Positibo ahula 0.0212	Positibo ahula 0.0329	Positibo ahula 0.0203	Negatiboa ahula -0.0280	Negatiboa ahula -0.0139	Negatiboa ahula -0.0095	Negatiboa ahula -0.0046
Answer 200	-	Negatiboa ahula -0.0020	Positibo ahula 0.0343	Positibo ahula 0.0075	Negatiboa ahula -0.0026	Negatiboa ahula -0.0271	Negatiboa ahula -0.0122	Positibo ahula 0.0107
Answer 201	-	Positibo ahula 0.0131	Negatiboa ahula -0.0448	Positibo ahula 0.0075	Negatiboa ahula -0.0363	Negatiboa ahula -0.0149	Negatiboa ahula -0.0073	Positibo ahula 0.0721
Answer 202	-	Positibo ahula 0.0235	Positibo ahula 0.0655	Positibo ahula 0.0325	Negatiboa ahula -0.0063	Negatiboa ahula -0.0080	Negatiboa ahula -0.0398	Negatiboa ahula -0.0359
Answer 203	-	Negatiboa ahula -0.0178	Positibo ahula 0.0458	Negatiboa ahula -0.0483	Negatiboa ahula -6.13E-5	Positibo ahula 0.0063	Positibo ahula 0.0568	Negatiboa ahula -0.0290
Answer 200	-	Negatiboa ahula -0.0436	Negatiboa ahula -0.0342	Negatiboa ahula -0.0374	Positibo ahula 0.0220	Positibo ahula 0.0520	Positibo ahula 0.0262	Negatiboa ahula -0.0122
Answer 204	-	Positibo ahula 0.0123	Negatiboa ahula -0.0473	Positibo ahula 0.0166	Positibo ahula 0.0198	Negatiboa ahula -0.0086	Negatiboa ahula -0.0108	Positibo ahula 0.0049
Bizitzan xedea (zenbat ados edo ados zaude?)
Answer 205	-	Negatiboa ahula -0.0053	Positibo ahula 0.0892	Positibo ahula 0.0386	Negatiboa ahula -0.0119	Negatiboa ahula -0.0046	Negatiboa ahula -0.0137	Negatiboa ahula -0.0592
Answer 206	-	Positibo ahula 0.0895	Negatiboa ahula -0.0055	Positibo ahula 0.0228	Negatiboa ahula -0.0214	Negatiboa ahula -0.0267	Positibo ahula 0.0278	Negatiboa ahula -0.0489
Answer 207	-	Negatiboa ahula -0.0077	Positibo ahula 0.0252	Negatiboa ahula -0.0263	Negatiboa ahula -0.0013	Positibo ahula 0.0486	Positibo ahula 0.0420	Negatiboa ahula -0.0688
Answer 208	-	Positibo ahula 0.0339	Positibo ahula 0.0345	Negatiboa ahula -0.0364	Negatiboa ahula -0.0287	Negatiboa ahula -0.0604	Positibo ahula 0.0334	Positibo ahula 0.0453
Answer 209	-	Negatiboa ahula -0.0435	Positibo ahula 0.0005	Negatiboa ahula -0.0464	Positibo ahula 0.0371	Positibo ahula 0.0316	Positibo ahula 0.0146	Negatiboa ahula -0.0098
Answer 206	-	Negatiboa ahula -0.0477	Negatiboa ahula -0.0789	Positibo ahula 0.0170	Negatiboa ahula -0.0190	Positibo ahula 0.0190	Negatiboa ahula -0.0066	Positibo ahula 0.0701
Answer 210	-	Negatiboa ahula -0.0172	Negatiboa ahula -0.0326	Positibo ahula 0.0260	Positibo ahula 0.0376	Negatiboa ahula -0.0106	Negatiboa ahula -0.0811	Positibo ahula 0.0505
6) Auto-onarpena (zenbat ados edo ados zaude?)
Answer 211	-	Positibo ahula 0.0302	Positibo ahula 0.1164	Positibo ahula 0.0044	Negatiboa ahula -0.0466	Positibo ahula 0.0112	Negatiboa ahula -0.0215	Negatiboa ahula -0.0449
Answer 212	-	Positibo ahula 0.0284	Positibo ahula 0.0547	Positibo ahula 0.0336	Negatiboa ahula -0.0079	Negatiboa ahula -0.0614	Positibo ahula 0.0804	Negatiboa ahula -0.0827
Answer 213	-	Positibo ahula 0.0219	Negatiboa ahula -0.0177	Negatiboa ahula -0.0052	Positibo ahula 0.0237	Positibo ahula 0.0569	Negatiboa ahula -0.0106	Negatiboa ahula -0.0661
Answer 214	-	Positibo ahula 0.0045	Negatiboa ahula -0.0048	Negatiboa ahula -0.0441	Negatiboa ahula -0.0060	Negatiboa ahula -0.0241	Positibo ahula 0.0005	Positibo ahula 0.0667
Answer 215	-	Negatiboa ahula -0.0199	Positibo ahula 0.0156	Negatiboa ahula -0.0027	Positibo ahula 0.0035	Negatiboa ahula -0.0221	Positibo ahula 0.0310	Negatiboa ahula -0.0029
Answer 212	-	Negatiboa ahula -0.0114	Negatiboa ahula -0.0694	Negatiboa ahula -0.0167	Positibo ahula 0.0147	Positibo ahula 0.0110	Positibo ahula 0.0479	Positibo ahula 0.0036
Answer 216	-	Negatiboa ahula -0.0414	Negatiboa ahula -0.0523	Positibo ahula 0.0194	Positibo ahula 0.0056	Positibo ahula 0.0158	Negatiboa ahula -0.1047	Positibo ahula 0.1071
Auto-onarpena (zenbat ados edo ados zaude?)
Answer 217	-	Negatiboa ahula -0.0578	Negatiboa ahula -0.0527	Positibo ahula 0.0472	Positibo ahula 0.0257	Negatiboa ahula -0.0009	Negatiboa ahula -0.1163	Positibo ahula 0.1008
Answer 218	-	Negatiboa ahula -0.0255	Negatiboa ahula -0.0535	Negatiboa ahula -0.0214	Positibo ahula 0.0101	Positibo ahula 0.0252	Positibo ahula 0.0461	Negatiboa ahula -0.0002
Answer 219	-	Positibo ahula 0.0235	Negatiboa ahula -0.0227	Negatiboa ahula -0.0487	Negatiboa ahula -0.0515	Positibo ahula 0.0231	Positibo ahula 0.0810	Negatiboa ahula -0.0005
Answer 220	-	Positibo ahula 0.0279	Positibo ahula 0.0389	Negatiboa ahula -0.0263	Negatiboa ahula -0.0234	Negatiboa ahula -0.0225	Positibo ahula 0.0422	Negatiboa ahula -0.0111
Answer 221	-	Positibo ahula 0.0607	Positibo ahula 0.0510	Negatiboa ahula -0.0080	Positibo ahula 0.0301	Positibo ahula 0.0063	Negatiboa ahula -0.0208	Negatiboa ahula -0.0821
Answer 218	-	Negatiboa ahula -0.0114	Positibo ahula 0.0512	Positibo ahula 0.0338	Positibo ahula 0.0440	Negatiboa ahula -0.0654	Positibo ahula 0.0048	Negatiboa ahula -0.0397
Answer 222	-	Positibo ahula 0.0504	Positibo ahula 0.1035	Positibo ahula 0.0327	Negatiboa ahula -0.0611	Positibo ahula 0.0132	Negatiboa ahula -0.0274	Negatiboa ahula -0.0542
Auto-onarpena (zenbat ados edo ados zaude?)
Answer 223	-	Positibo ahula 0.0647	Positibo ahula 0.0920	Positibo ahula 0.0292	Negatiboa ahula -0.0820	Positibo ahula 0.0294	Negatiboa ahula -0.0122	Negatiboa ahula -0.0626
Answer 224	-	Negatiboa ahula -0.0115	Positibo ahula 0.0504	Negatiboa ahula -0.0313	Positibo ahula 0.0055	Negatiboa ahula -0.0061	Positibo ahula 0.0435	Negatiboa ahula -0.0289
Answer 225	-	Positibo ahula 0.0585	Positibo ahula 0.0018	Negatiboa ahula -0.0188	Positibo ahula 0.0161	Positibo ahula 0.0530	Negatiboa ahula -0.0137	Negatiboa ahula -0.0801
Answer 226	-	Negatiboa ahula -0.0085	Negatiboa ahula -0.0116	Negatiboa ahula -0.0274	Positibo ahula 0.0006	Negatiboa ahula -0.0206	Positibo ahula 0.0136	Positibo ahula 0.0446
Answer 227	-	Positibo ahula 0.0081	Negatiboa ahula -0.0070	Positibo ahula 0.0072	Negatiboa ahula -0.0077	Negatiboa ahula -0.0642	Positibo ahula 0.0507	Positibo ahula 0.0169
Answer 224	-	Negatiboa ahula -0.0308	Negatiboa ahula -0.0708	Positibo ahula 0.0075	Negatiboa ahula -0.0094	Negatiboa ahula -0.0161	Positibo ahula 0.0943	Positibo ahula 0.0027
Answer 228	-	Negatiboa ahula -0.0589	Negatiboa ahula -0.0415	Positibo ahula 0.0314	Positibo ahula 0.0565	Positibo ahula 0.0121	Negatiboa ahula -0.1445	Positibo ahula 0.0915
Auto-onarpena (zenbat ados edo ados zaude?)
Answer 229	-	Negatiboa ahula -0.0465	Negatiboa ahula -0.0214	Positibo ahula 0.0439	Positibo ahula 0.0957	Negatiboa ahula -0.0411	Negatiboa ahula -0.1421	Positibo ahula 0.0678
Answer 230	-	Negatiboa ahula -0.0171	Negatiboa ahula -0.0464	Negatiboa ahula -0.0057	Negatiboa ahula -0.0134	Negatiboa ahula -0.0097	Positibo ahula 0.0696	Positibo ahula 0.0097
Answer 231	-	Positibo ahula 0.0083	Negatiboa ahula -0.0102	Negatiboa ahula -0.0260	Positibo ahula 0.0006	Positibo ahula 0.0212	Positibo ahula 0.0013	Positibo ahula 0.0036
Answer 232	-	Positibo ahula 0.0028	Positibo ahula 0.0605	Negatiboa ahula -0.0510	Negatiboa ahula -0.0371	Positibo ahula 0.0173	Positibo ahula 0.0660	Negatiboa ahula -0.0290
Answer 233	-	Positibo ahula 0.0529	Negatiboa ahula -0.0028	Negatiboa ahula -0.0145	Negatiboa ahula -0.0488	Positibo ahula 0.0231	Positibo ahula 0.0677	Negatiboa ahula -0.0541
Answer 230	-	Positibo ahula 0.0427	Positibo ahula 0.0529	Positibo ahula 0.0120	Negatiboa ahula -0.0380	Negatiboa ahula -0.0092	Positibo ahula 0.0525	Negatiboa ahula -0.0673
Answer 234	-	Positibo ahula 0.0320	Positibo ahula 0.0671	Positibo ahula 0.0307	Negatiboa ahula -0.0712	Positibo ahula 0.0570	Negatiboa ahula -0.0573	Negatiboa ahula -0.0264
Auto-onarpena (zenbat ados edo ados zaude?)
Answer 235	-	Negatiboa ahula -0.0032	Positibo ahula 0.0062	Positibo ahula 0.0462	Positibo ahula 0.0621	Negatiboa ahula -0.0515	Negatiboa ahula -0.1291	Positibo ahula 0.0534
Answer 236	-	Negatiboa ahula -0.0087	Negatiboa ahula -0.0350	Positibo ahula 0.0174	Positibo ahula 0.0041	Negatiboa ahula -0.0263	Positibo ahula 0.0415	Negatiboa ahula -0.0026
Answer 237	-	Negatiboa ahula -0.0053	Negatiboa ahula -0.0356	Negatiboa ahula -0.0034	Positibo ahula 0.0164	Negatiboa ahula -0.0034	Positibo ahula 0.0164	Positibo ahula 0.0037
Answer 238	-	Negatiboa ahula -0.0230	Negatiboa ahula -0.0076	Negatiboa ahula -0.0665	Negatiboa ahula -0.0377	Positibo ahula 0.0592	Positibo ahula 0.0468	Positibo ahula 0.0178
Answer 239	-	Positibo ahula 0.0186	Positibo ahula 0.0217	Negatiboa ahula -0.0155	Negatiboa ahula -0.0153	Positibo ahula 0.0268	Positibo ahula 0.0586	Negatiboa ahula -0.0703
Answer 236	-	Positibo ahula 0.0342	Positibo ahula 0.0342	Positibo ahula 0.0074	Negatiboa ahula -0.0460	Negatiboa ahula -0.0146	Positibo ahula 0.0268	Negatiboa ahula -0.0131
Answer 240	-	Positibo ahula 0.0177	Positibo ahula 0.0770	Positibo ahula 0.0088	Negatiboa ahula -0.0256	Positibo ahula 0.0448	Negatiboa ahula -0.0382	Negatiboa ahula -0.0508
Auto-onarpena (zenbat ados edo ados zaude?)
Answer 241	-	Positibo ahula 0.0482	Positibo ahula 0.0830	Positibo ahula 0.0580	Negatiboa ahula -0.0505	Positibo ahula 0.0025	Negatiboa ahula -0.0317	Negatiboa ahula -0.0594
Answer 242	-	Positibo ahula 0.0938	Positibo ahula 0.0333	Negatiboa ahula -0.0192	Negatiboa ahula -0.0274	Negatiboa ahula -0.0005	Positibo ahula 0.0142	Negatiboa ahula -0.0476
Answer 243	-	Positibo ahula 0.0117	Positibo ahula 0.0325	Negatiboa ahula -0.0065	Positibo ahula 0.0334	Positibo ahula 0.0214	Positibo ahula 0.0132	Negatiboa ahula -0.0857
Answer 244	-	Positibo ahula 0.0013	Positibo ahula 0.0064	Negatiboa ahula -0.0357	Negatiboa ahula -0.0207	Negatiboa ahula -0.0011	Positibo ahula 0.0698	Negatiboa ahula -0.0124
Answer 245	-	Negatiboa ahula -0.0268	Negatiboa ahula -0.0426	Positibo ahula 0.0260	Positibo ahula 0.0312	Negatiboa ahula -0.0570	Positibo ahula 0.0115	Positibo ahula 0.0361
Answer 242	-	Negatiboa ahula -0.0785	Negatiboa ahula -0.0298	Negatiboa ahula -0.0516	Positibo ahula 0.0211	Positibo ahula 0.0220	Positibo ahula 0.0418	Positibo ahula 0.0346
Answer 246	-	Negatiboa ahula -0.0383	Negatiboa ahula -0.0657	Positibo ahula 0.0423	Positibo ahula 0.0119	Positibo ahula 0.0039	Negatiboa ahula -0.1156	Positibo ahula 0.1116
Auto-onarpena (zenbat ados edo ados zaude?)
Answer 247	-	Negatiboa ahula -0.0418	Positibo ahula 0.0202	Positibo ahula 0.0508	Positibo ahula 0.0516	Negatiboa ahula -0.0426	Negatiboa ahula -0.1198	Positibo ahula 0.0587
Answer 248	-	Positibo ahula 0.0052	Negatiboa ahula -0.0840	Negatiboa ahula -0.0246	Negatiboa ahula -0.0125	Positibo ahula 0.0211	Positibo ahula 0.0671	Positibo ahula 0.0086
Answer 249	-	Negatiboa ahula -0.0348	Negatiboa ahula -0.0044	Negatiboa ahula -0.0143	Negatiboa ahula -0.0134	Positibo ahula 0.0256	Positibo ahula 0.0561	Negatiboa ahula -0.0209
Answer 250	-	Positibo ahula 0.0870	Positibo ahula 0.0335	Negatiboa ahula -0.0341	Negatiboa ahula -0.0372	Negatiboa ahula -0.0231	Positibo ahula 0.0367	Negatiboa ahula -0.0220
Answer 251	-	Positibo ahula 0.0233	Positibo ahula 0.0298	Negatiboa ahula -0.0184	Negatiboa ahula -0.0026	Positibo ahula 0.0413	Positibo ahula 0.0111	Negatiboa ahula -0.0614
Answer 248	-	Positibo ahula 0.0187	Positibo ahula 0.0445	Positibo ahula 0.0146	Positibo ahula 0.0031	Positibo ahula 0.0071	Negatiboa ahula -0.0152	Negatiboa ahula -0.0473
Answer 252	-	Positibo ahula 0.0191	Positibo ahula 0.1251	Positibo ahula 0.0079	Negatiboa ahula -0.0701	Positibo ahula 0.0013	Negatiboa ahula -0.0018	Negatiboa ahula -0.0300

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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

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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