bahay/Blog/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 86442 results from 171 countries, results clustered into 7998 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.

Sikolohikal na kabutihan

chart Ugnayan

VUCA

Kritikal ang halaga ng ugnayan koepisyent

Normal na pamamahagi, ni William Sealy Gosset (mag -aaral) r = 0.0482

Hindi normal na pamamahagi, ni Spearman r = 0.002

Ipakita lamang ang mga resulta > r = 0.0482

Pamamahagi	Hindi normal	Normal	Hindi normal	Normal	Normal	Normal	Normal	Normal
Lahat ng mga katanungan Lahat ng mga katanungan 1) Autonomy (magkano ang sumasang -ayon ka o hindi sumasang -ayon?) 2) Kapaligiran mastery (magkano ang sumasang -ayon ka o hindi sumasang -ayon?) 3) Personal na paglaki (magkano ang sumasang -ayon ka o hindi sumasang -ayon?) 4) Positibong relasyon sa iba (magkano ang sumasang -ayon ka o hindi sumasang -ayon?) 5) Layunin sa buhay (magkano ang sumasang -ayon ka o hindi sumasang -ayon?) 6) Pagtanggap sa sarili (magkano ang sumasang-ayon ka o hindi sumasang-ayon?)
1) Autonomy (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 1	-	Mahina negatibo -0.0562	Mahina positibo 0.0678	Mahina negatibo -0.0373	Mahina positibo 0.0392	Mahina negatibo -0.0528	Mahina negatibo -0.0125	Mahina positibo 0.0454
Answer 2	-	Mahina negatibo -0.0255	Mahina negatibo -0.0294	Mahina positibo 0.0168	Mahina positibo 0.0293	Mahina negatibo -0.0015	Mahina negatibo -0.0302	Mahina positibo 0.0191
Answer 2	-	Mahina positibo 0.0403	Mahina negatibo -0.0315	Mahina positibo 0.0169	Mahina negatibo -0.0338	Mahina positibo 0.0113	Mahina positibo 0.0445	Mahina negatibo -0.0356
Answer 3	-	Mahina positibo 0.0429	Mahina negatibo -0.0130	Mahina positibo 0.0263	Mahina positibo 0.0020	Mahina negatibo -0.0137	Mahina negatibo -0.0531	Mahina positibo 0.0164
Answer 4	-	Mahina negatibo -0.0058	Mahina negatibo -0.0091	Mahina negatibo -0.0143	Mahina negatibo -0.0211	Mahina positibo 0.0746	Mahina positibo 0.0498	Mahina negatibo -0.0706
Answer 5	-	Mahina positibo 0.0574	Mahina negatibo -0.0323	Mahina positibo 0.0393	Mahina negatibo -0.0276	Mahina positibo 0.0083	Mahina negatibo -0.0054	Mahina negatibo -0.0265
Answer 6	-	Mahina positibo 0.0360	Mahina positibo 0.0253	Mahina negatibo -0.0343	Mahina negatibo -0.0617	Mahina positibo 0.0285	Mahina positibo 0.0225	Mahina positibo 0.0073
Autonomy (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 7	-	Mahina positibo 0.0014	Mahina positibo 0.0308	Mahina positibo 0.0290	Mahina negatibo -0.0243	Mahina negatibo -0.0374	Mahina negatibo -0.0874	Mahina positibo 0.0859
Answer 8	-	Mahina negatibo -0.0523	Mahina negatibo -0.0035	Mahina positibo 0.0123	Mahina positibo 0.0473	Mahina negatibo -0.0143	Mahina positibo 0.0096	Mahina negatibo -0.0137
Answer 8	-	Mahina negatibo -0.0474	Mahina negatibo -0.0407	Mahina negatibo -0.0489	Mahina positibo 0.0024	Mahina positibo 0.0133	Mahina positibo 0.0654	Mahina positibo 0.0268
Answer 9	-	Mahina positibo 0.0351	Mahina positibo 0.0307	Mahina positibo 0.0151	Mahina negatibo -0.0026	Mahina negatibo -0.0290	Mahina positibo 0.0135	Mahina negatibo -0.0370
Answer 10	-	Mahina positibo 0.0407	Mahina positibo 0.0032	Mahina negatibo -0.0344	Mahina positibo 0.0154	Mahina positibo 0.0484	Mahina positibo 0.0155	Mahina negatibo -0.0723
Answer 11	-	Mahina positibo 0.0581	Mahina negatibo -0.0346	Mahina positibo 0.0331	Mahina negatibo -0.0588	Mahina positibo 0.0338	Mahina negatibo -0.0003	Mahina negatibo -0.0191
Answer 12	-	Mahina positibo 0.0481	Mahina positibo 0.0251	Mahina negatibo -0.0121	Mahina negatibo -0.0165	Mahina positibo 0.0200	Mahina negatibo -0.0004	Mahina negatibo -0.0342
Autonomy (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 13	-	Mahina positibo 0.0679	Mahina positibo 0.0186	Mahina positibo 0.0377	Mahina negatibo -0.0547	Mahina positibo 0.0436	Mahina negatibo -0.0247	Mahina negatibo -0.0566
Answer 14	-	Mahina positibo 0.0591	Mahina positibo 0.0232	Mahina positibo 0.0386	Mahina positibo 0.0189	Mahina negatibo -0.0189	Mahina negatibo -0.0270	Mahina negatibo -0.0630
Answer 14	-	Mahina negatibo -0.0180	Mahina negatibo -0.0170	Mahina negatibo -0.0357	Mahina positibo 0.0787	Mahina positibo 0.0083	Mahina positibo 0.0223	Mahina negatibo -0.0515
Answer 15	-	Mahina negatibo -0.0166	Mahina positibo 0.0051	Mahina negatibo -0.0329	Mahina negatibo -0.0199	Mahina positibo 0.0075	Mahina negatibo -0.0036	Mahina positibo 0.0534
Answer 16	-	Mahina positibo 0.0175	Mahina positibo 0.0443	Mahina negatibo -0.0247	Mahina negatibo -0.0228	Mahina negatibo -0.0159	Mahina positibo 0.0416	Mahina negatibo -0.0121
Answer 17	-	Mahina negatibo -0.0405	Mahina negatibo -0.0293	Mahina positibo 0.0085	Mahina positibo 0.0135	Mahina negatibo -0.0522	Mahina positibo 0.0279	Mahina positibo 0.0481
Answer 18	-	Mahina negatibo -0.0508	Mahina negatibo -0.0312	Mahina positibo 0.0162	Mahina negatibo -0.0550	Mahina positibo 0.0414	Mahina negatibo -0.0379	Mahina positibo 0.0830
Autonomy (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 19	-	Mahina negatibo -0.0267	Mahina positibo 0.0359	Mahina positibo 0.0122	Mahina negatibo -0.0489	Mahina negatibo -0.0226	Mahina negatibo -0.0358	Mahina positibo 0.0822
Answer 20	-	Mahina negatibo -0.0497	Mahina negatibo -0.0168	Mahina negatibo -0.0063	Mahina positibo 0.0113	Mahina negatibo -0.0095	Mahina positibo 0.0089	Mahina positibo 0.0388
Answer 20	-	Mahina positibo 0.0425	Mahina negatibo -0.0432	Mahina negatibo -0.0086	Mahina positibo 0.0618	Mahina negatibo -0.0213	Mahina positibo 0.0541	Mahina negatibo -0.0786
Answer 21	-	Mahina positibo 0.0159	Mahina positibo 0.0103	Mahina positibo 0.0170	Mahina negatibo -0.0114	Mahina negatibo -0.0137	Mahina negatibo -0.0188	Mahina positibo 0.0076
Answer 22	-	Mahina negatibo -0.0048	Mahina negatibo -0.0177	Mahina negatibo -0.0201	Mahina negatibo -0.0157	Mahina positibo 0.0736	Mahina negatibo -0.0056	Mahina negatibo -0.0175
Answer 23	-	Mahina positibo 0.0567	Mahina positibo 0.0129	Mahina positibo 0.0054	Mahina positibo 0.0019	Mahina positibo 0.0707	Mahina negatibo -0.0087	Mahina negatibo -0.1105
Answer 24	-	Mahina positibo 0.0439	Mahina positibo 0.0471	Mahina negatibo -0.0052	Mahina positibo 0.0023	Mahina negatibo -0.0282	Mahina positibo 0.0017	Mahina negatibo -0.0261
Autonomy (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 25	-	Mahina positibo 0.0842	Mahina positibo 0.0320	Mahina negatibo -0.0138	Mahina negatibo -0.0311	Mahina positibo 0.0441	Mahina negatibo -0.0271	Mahina negatibo -0.0530
Answer 26	-	Mahina positibo 0.0310	Mahina negatibo -0.0195	Mahina positibo 0.0294	Mahina negatibo -0.0624	Mahina positibo 0.0260	Mahina positibo 0.0130	Mahina negatibo -0.0098
Answer 26	-	Mahina negatibo -0.0183	Mahina negatibo -0.0359	Mahina negatibo -0.0005	Mahina negatibo -0.0228	Mahina positibo 0.0370	Mahina positibo 0.0014	Mahina positibo 0.0238
Answer 27	-	Mahina positibo 0.0354	Mahina positibo 0.0406	Mahina positibo 0.0320	Mahina positibo 0.0115	Mahina negatibo -0.0261	Mahina negatibo -0.0230	Mahina negatibo -0.0399
Answer 28	-	Mahina negatibo -0.0128	Mahina positibo 0.0013	Mahina negatibo -0.0270	Mahina positibo 0.0215	Mahina positibo 0.0404	Mahina negatibo -0.0318	Mahina negatibo -0.0012
Answer 29	-	Mahina negatibo -0.0066	Mahina negatibo -0.0285	Mahina negatibo -0.0263	Mahina positibo 0.0040	Mahina negatibo -0.0129	Mahina positibo 0.0535	Mahina positibo 0.0064
Answer 30	-	Mahina negatibo -0.0700	Mahina positibo 0.0270	Mahina positibo 0.0032	Mahina positibo 0.0667	Mahina negatibo -0.0824	Mahina negatibo -0.0055	Mahina positibo 0.0421
Autonomy (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 31	-	Mahina positibo 0.0913	Mahina positibo 0.0303	Mahina negatibo -0.0088	Mahina negatibo -0.0605	Mahina positibo 0.0574	Mahina positibo 0.0057	Mahina negatibo -0.0733
Answer 32	-	Mahina positibo 0.0619	Mahina positibo 0.0229	Mahina positibo 0.0129	Mahina negatibo -0.0154	Mahina positibo 0.0133	Mahina negatibo -0.0052	Mahina negatibo -0.0553
Answer 32	-	Mahina negatibo -0.0543	Mahina negatibo -0.0461	Mahina negatibo -0.0024	Mahina positibo 0.0334	Mahina positibo 0.0494	Mahina negatibo -0.0096	Mahina negatibo -0.0050
Answer 33	-	Mahina positibo 0.0217	Mahina negatibo -0.0070	Mahina negatibo -0.0005	Mahina negatibo -0.0170	Mahina negatibo -0.0625	Mahina positibo 0.0255	Mahina positibo 0.0478
Answer 34	-	Mahina negatibo -0.0439	Mahina negatibo -0.0242	Mahina negatibo -0.0071	Mahina positibo 0.0257	Mahina negatibo -0.0210	Mahina positibo 0.0320	Mahina positibo 0.0151
Answer 35	-	Mahina negatibo -0.0450	Mahina negatibo -0.0231	Mahina negatibo -0.0170	Mahina positibo 0.0445	Mahina negatibo -0.0535	Mahina positibo 0.0141	Mahina positibo 0.0500
Answer 36	-	Mahina negatibo -0.0260	Mahina positibo 0.0511	Mahina positibo 0.0199	Mahina negatibo -0.0185	Mahina positibo 0.0033	Mahina negatibo -0.0526	Mahina positibo 0.0285
Autonomy (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 37	-	Mahina negatibo -0.0525	Mahina positibo 0.0295	Mahina positibo 0.0506	Mahina positibo 0.0187	Mahina negatibo -0.0613	Mahina negatibo -0.0731	Mahina positibo 0.0716
Answer 38	-	Mahina negatibo -0.0074	Mahina negatibo -0.0404	Mahina negatibo -0.0264	Mahina positibo 0.0100	Mahina positibo 0.0097	Mahina positibo 0.0719	Mahina negatibo -0.0262
Answer 38	-	Mahina negatibo -0.0072	Mahina positibo 0.0139	Mahina negatibo -0.0280	Mahina negatibo -0.0176	Mahina positibo 0.0456	Mahina positibo 0.0167	Mahina negatibo -0.0181
Answer 39	-	Mahina positibo 0.0503	Mahina negatibo -0.0164	Mahina positibo 0.0107	Mahina negatibo -0.0223	Mahina positibo 0.0119	Mahina positibo 0.0139	Mahina negatibo -0.0341
Answer 40	-	Mahina positibo 0.0314	Mahina negatibo -0.0030	Mahina negatibo -0.0236	Mahina positibo 0.0309	Mahina positibo 0.0067	Mahina positibo 0.0145	Mahina negatibo -0.0478
Answer 41	-	Mahina positibo 0.0358	Mahina positibo 0.0178	Mahina positibo 0.0070	Mahina negatibo -0.0116	Mahina positibo 0.0101	Mahina negatibo -0.0365	Mahina negatibo -0.0048
Answer 42	-	Mahina positibo 0.0441	Mahina positibo 0.0064	Mahina negatibo -0.0224	Mahina negatibo -0.0371	Mahina positibo 0.0292	Mahina negatibo -0.0161	Mahina positibo 0.0096
2) Kapaligiran mastery (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 43	-	Mahina negatibo -0.0473	Mahina negatibo -0.0223	Mahina positibo 0.0104	Mahina positibo 0.0765	Mahina negatibo -0.0379	Mahina negatibo -0.1031	Mahina positibo 0.0841
Answer 44	-	Mahina negatibo -0.0042	Mahina negatibo -0.0112	Mahina positibo 0.0024	Mahina negatibo -0.0271	Mahina positibo 0.0050	Mahina positibo 0.0313	Mahina negatibo -0.0009
Answer 44	-	Mahina positibo 0.0247	Mahina negatibo -0.0344	Mahina negatibo -0.0082	Mahina negatibo -0.0170	Mahina negatibo -0.0084	Mahina positibo 0.0907	Mahina negatibo -0.0404
Answer 45	-	Mahina positibo 0.0076	Mahina negatibo -0.0040	Mahina negatibo -0.0101	Mahina negatibo -0.0210	Mahina negatibo -0.0009	Mahina negatibo -0.0094	Mahina positibo 0.0408
Answer 46	-	Mahina positibo 0.0077	Mahina positibo 0.0308	Mahina positibo 0.0121	Mahina negatibo -0.0081	Mahina positibo 0.0206	Mahina negatibo -0.0036	Mahina negatibo -0.0421
Answer 47	-	Mahina positibo 0.0441	Mahina positibo 0.0244	Mahina negatibo -0.0194	Mahina negatibo -0.0098	Mahina positibo 0.0711	Mahina positibo 0.0022	Mahina negatibo -0.0866
Answer 48	-	Mahina positibo 0.0060	Mahina positibo 0.1031	Mahina positibo 0.0082	Mahina negatibo -0.0361	Mahina negatibo -0.0145	Mahina positibo 0.0113	Mahina negatibo -0.0326
Kapaligiran mastery (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 49	-	Mahina positibo 0.0623	Mahina positibo 0.0864	Mahina positibo 0.0490	Mahina negatibo -0.0781	Mahina positibo 0.0044	Mahina negatibo -0.0345	Mahina negatibo -0.0329
Answer 50	-	Mahina positibo 0.0694	Mahina positibo 0.0347	Mahina negatibo -0.0282	Mahina negatibo -0.0329	Mahina positibo 0.0101	Mahina positibo 0.0697	Mahina negatibo -0.0744
Answer 50	-	Mahina negatibo -0.0125	Mahina negatibo -0.0304	Mahina positibo 0.0128	Mahina positibo 0.0106	Mahina negatibo -0.0010	Mahina positibo 0.0225	Mahina negatibo -0.0150
Answer 51	-	Mahina positibo 0.0163	Mahina negatibo -0.0092	Mahina positibo 0.0033	Mahina negatibo -0.0086	Mahina positibo 0.0047	Mahina negatibo -0.0075	Mahina positibo 0.0033
Answer 52	-	Mahina negatibo -0.0059	Mahina positibo 0.0195	Mahina positibo 0.0003	Mahina positibo 0.0056	Mahina negatibo -0.0053	Mahina negatibo -0.0166	Mahina positibo 0.0035
Answer 53	-	Mahina negatibo -0.0549	Mahina negatibo -0.0797	Mahina negatibo -0.0006	Mahina positibo 0.0034	Mahina positibo 0.0036	Mahina positibo 0.0110	Mahina positibo 0.0678
Answer 54	-	Mahina negatibo -0.0557	Mahina positibo 0.0015	Mahina negatibo -0.0223	Mahina positibo 0.0779	Mahina negatibo -0.0151	Mahina negatibo -0.0595	Mahina positibo 0.0420
Kapaligiran mastery (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 55	-	Mahina positibo 0.0566	Mahina positibo 0.0938	Mahina positibo 0.0466	Mahina negatibo -0.0785	Mahina negatibo -0.0059	Mahina negatibo -0.0388	Mahina negatibo -0.0182
Answer 56	-	Mahina positibo 0.0141	Mahina positibo 0.0568	Mahina negatibo -0.0127	Mahina negatibo -0.0489	Mahina positibo 0.0328	Mahina positibo 0.0347	Mahina negatibo -0.0438
Answer 56	-	Mahina positibo 0.0531	Mahina negatibo -0.0294	Mahina positibo 0.0024	Mahina negatibo -0.0204	Mahina positibo 0.0108	Mahina positibo 0.0168	Mahina negatibo -0.0228
Answer 57	-	Mahina positibo 0.0157	Mahina positibo 0.0337	Mahina negatibo -0.0068	Mahina negatibo -0.0079	Mahina negatibo -0.0428	Mahina positibo 0.0304	Mahina negatibo -0.0018
Answer 58	-	Mahina negatibo -0.0521	Mahina negatibo -0.0248	Mahina negatibo -0.0172	Mahina positibo 0.0529	Mahina positibo 0.0092	Mahina positibo 0.0218	Mahina negatibo -0.0142
Answer 59	-	Mahina negatibo -0.0455	Mahina negatibo -0.0589	Mahina positibo 0.0459	Mahina positibo 0.0127	Mahina negatibo -0.0265	Mahina negatibo -0.0201	Mahina positibo 0.0532
Answer 60	-	Mahina negatibo -0.0397	Mahina negatibo -0.0424	Mahina negatibo -0.0506	Mahina positibo 0.0785	Mahina positibo 0.0178	Mahina negatibo -0.0491	Mahina positibo 0.0421
Kapaligiran mastery (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 61	-	Mahina positibo 0.0095	Mahina negatibo -0.0563	Mahina positibo 0.0025	Mahina negatibo -0.0008	Mahina positibo 0.0103	Mahina negatibo -0.0543	Mahina positibo 0.0644
Answer 62	-	Mahina negatibo -0.0424	Mahina negatibo -0.0672	Mahina positibo 0.0176	Mahina positibo 0.0449	Mahina positibo 0.0012	Mahina negatibo -0.0404	Mahina positibo 0.0375
Answer 62	-	Mahina positibo 0.0104	Mahina positibo 0.0166	Mahina negatibo -0.0169	Mahina negatibo -0.0156	Mahina positibo 0.0090	Mahina positibo 0.0257	Mahina negatibo -0.0177
Answer 63	-	Mahina positibo 0.0568	Mahina positibo 0.0453	Mahina negatibo -0.0226	Mahina negatibo -0.0249	Mahina negatibo -0.0312	Mahina positibo 0.0315	Mahina negatibo -0.0142
Answer 64	-	Mahina negatibo -0.0154	Mahina positibo 0.0257	Mahina negatibo -0.0076	Mahina negatibo -0.0002	Mahina positibo 0.0096	Mahina positibo 0.0605	Mahina negatibo -0.0568
Answer 65	-	Mahina negatibo -0.0033	Mahina positibo 0.0610	Mahina negatibo -0.0045	Mahina positibo 0.0015	Mahina negatibo -0.0070	Mahina positibo 0.0334	Mahina negatibo -0.0543
Answer 66	-	Mahina positibo 0.0080	Mahina positibo 0.0659	Mahina positibo 0.0361	Mahina negatibo -0.0421	Mahina negatibo -0.0036	Mahina negatibo -0.0187	Mahina negatibo -0.0147
Kapaligiran mastery (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 67	-	Mahina positibo 0.0380	Mahina positibo 0.0445	Mahina positibo 0.0476	Mahina negatibo -0.0695	Mahina negatibo -0.0611	Mahina negatibo -0.0122	Mahina positibo 0.0464
Answer 68	-	Mahina positibo 0.0102	Mahina positibo 0.0622	Mahina positibo 0.0076	Mahina negatibo -0.0499	Mahina negatibo -0.0280	Mahina positibo 0.0168	Mahina positibo 0.0119
Answer 68	-	Mahina positibo 0.0206	Mahina negatibo -0.0385	Mahina positibo 0.0214	Mahina negatibo -0.0798	Mahina positibo 0.0156	Mahina positibo 0.0024	Mahina positibo 0.0499
Answer 69	-	Mahina negatibo -0.0124	Mahina positibo 0.0068	Mahina positibo 0.0054	Mahina negatibo -0.0461	Mahina negatibo -0.0062	Mahina positibo 0.0393	Mahina positibo 0.0182
Answer 70	-	Mahina negatibo -0.0355	Mahina negatibo -0.0111	Mahina positibo 0.0096	Mahina negatibo -0.0004	Mahina positibo 0.0156	Mahina positibo 0.0117	Mahina negatibo -0.0063
Answer 71	-	Mahina negatibo -0.0260	Mahina negatibo -0.0568	Mahina negatibo -0.0535	Mahina positibo 0.0457	Mahina positibo 0.0332	Mahina positibo 0.0557	Mahina negatibo -0.0257
Answer 72	-	Mahina positibo 0.0083	Mahina positibo 0.0051	Mahina negatibo -0.0176	Mahina positibo 0.1486	Mahina positibo 0.0143	Mahina negatibo -0.0990	Mahina negatibo -0.0682
Kapaligiran mastery (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 73	-	Mahina negatibo -0.0244	Mahina negatibo -0.0001	Mahina positibo 0.0003	Mahina positibo 0.1101	Mahina positibo 0.0076	Mahina negatibo -0.1283	Mahina positibo 0.0084
Answer 74	-	Mahina negatibo -0.0269	Mahina negatibo -0.0481	Mahina positibo 0.0334	Mahina negatibo -0.0164	Mahina negatibo -0.0277	Mahina positibo 0.0613	Mahina positibo 0.0085
Answer 74	-	Mahina negatibo -0.0040	Mahina positibo 0.0001	Mahina negatibo -0.0332	Mahina negatibo -0.0462	Mahina positibo 0.0149	Mahina positibo 0.0609	Mahina positibo 0.0100
Answer 75	-	Mahina positibo 0.0528	Mahina positibo 0.0142	Mahina negatibo -0.0282	Mahina negatibo -0.0625	Mahina positibo 0.0121	Mahina positibo 0.0255	Mahina positibo 0.0112
Answer 76	-	Mahina positibo 0.0452	Mahina positibo 0.0206	Mahina positibo 0.0372	Mahina negatibo -0.0039	Mahina negatibo -0.0393	Mahina positibo 0.0003	Mahina negatibo -0.0343
Answer 77	-	Mahina positibo 0.0345	Mahina positibo 0.0294	Mahina negatibo -0.0241	Mahina negatibo -0.0279	Mahina positibo 0.0287	Mahina positibo 0.0120	Mahina negatibo -0.0279
Answer 78	-	Mahina negatibo -0.0371	Mahina positibo 0.0514	Mahina negatibo -0.0035	Mahina negatibo -0.0341	Mahina positibo 0.0260	Mahina positibo 0.0067	Mahina negatibo -0.0017
Kapaligiran mastery (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 79	-	Mahina positibo 0.0528	Mahina positibo 0.0563	Mahina positibo 0.0232	Mahina negatibo -0.0948	Mahina positibo 0.0110	Mahina positibo 0.0347	Mahina negatibo -0.0339
Answer 80	-	Mahina positibo 0.0139	Mahina positibo 0.0546	Mahina positibo 0.0003	Mahina negatibo -0.0395	Mahina negatibo -0.0055	Mahina positibo 0.0033	Mahina negatibo -0.0022
Answer 80	-	Mahina positibo 0.0471	Mahina negatibo -0.0191	Mahina negatibo -0.0089	Mahina negatibo -0.0314	Mahina positibo 0.0014	Mahina positibo 0.0417	Mahina negatibo -0.0146
Answer 81	-	Mahina negatibo -0.0101	Mahina negatibo -0.0125	Mahina positibo 0.0271	Mahina positibo 0.0084	Mahina negatibo -0.0116	Mahina positibo 0.0131	Mahina negatibo -0.0161
Answer 82	-	Mahina negatibo -0.0104	Mahina negatibo -0.0216	Mahina negatibo -0.0035	Mahina negatibo -0.0036	Mahina negatibo -0.0089	Mahina positibo 0.0330	Mahina positibo 0.0050
Answer 83	-	Mahina negatibo -0.0568	Mahina negatibo -0.0410	Mahina negatibo -0.0108	Mahina positibo 0.0414	Mahina positibo 0.0074	Mahina negatibo -0.0190	Mahina positibo 0.0378
Answer 84	-	Mahina negatibo -0.0330	Mahina negatibo -0.0096	Mahina negatibo -0.0174	Mahina positibo 0.1000	Mahina positibo 0.0043	Mahina negatibo -0.0915	Mahina positibo 0.0165
3) Personal na paglaki (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 85	-	Mahina negatibo -0.0373	Mahina negatibo -0.1288	Mahina positibo 0.0041	Mahina negatibo -0.0027	Mahina negatibo -0.0407	Mahina negatibo -0.0232	Mahina positibo 0.1631
Answer 86	-	Mahina negatibo -0.0268	Mahina positibo 0.0664	Mahina negatibo -0.0011	Mahina positibo 0.0406	Mahina positibo 0.0282	Mahina positibo 0.0296	Mahina negatibo -0.1162
Answer 86	-	Mahina positibo 0.0726	Mahina positibo 0.0543	Mahina negatibo -0.0143	Mahina negatibo -0.0063	Mahina positibo 0.0437	Mahina positibo 0.0035	Mahina negatibo -0.1071
Answer 87	-	Mahina positibo 0.0417	Mahina positibo 0.0634	Mahina negatibo -0.0093	Mahina negatibo -0.0458	Mahina positibo 0.0007	Mahina negatibo -0.0041	Mahina negatibo -0.0095
Answer 88	-	Mahina positibo 0.0047	Mahina positibo 0.0649	Mahina positibo 0.0212	Mahina negatibo -0.0121	Mahina negatibo -0.0186	Mahina positibo 0.0133	Mahina negatibo -0.0432
Answer 89	-	Mahina positibo 0.0242	Mahina positibo 0.0083	Mahina negatibo -0.0308	Mahina negatibo -0.0103	Mahina positibo 0.0282	Mahina positibo 0.0219	Mahina negatibo -0.0276
Answer 90	-	Mahina positibo 0.0234	Mahina positibo 0.0429	Mahina positibo 0.0314	Mahina negatibo -0.0367	Mahina negatibo -0.0220	Mahina negatibo -0.0332	Mahina positibo 0.0134
Personal na paglaki (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 91	-	Mahina positibo 0.0017	Mahina negatibo -0.0016	Mahina positibo 0.0113	Mahina positibo 0.0301	Mahina negatibo -0.0166	Mahina negatibo -0.0076	Mahina negatibo -0.0163
Answer 92	-	Mahina positibo 0.0135	Mahina positibo 0.0256	Mahina negatibo -0.0064	Mahina positibo 0.0223	Mahina positibo 0.0276	Mahina negatibo -0.0335	Mahina negatibo -0.0392
Answer 92	-	Mahina positibo 0.0284	Mahina positibo 0.1232	Mahina negatibo -0.0186	Mahina negatibo -0.0329	Mahina positibo 0.0138	Mahina negatibo -0.0080	Mahina negatibo -0.0524
Answer 93	-	Mahina positibo 0.1144	Mahina positibo 0.0304	Mahina negatibo -0.0386	Mahina negatibo -0.0233	Mahina negatibo -0.0052	Mahina negatibo -0.0005	Mahina negatibo -0.0321
Answer 94	-	Mahina positibo 0.0513	Mahina positibo 0.0810	Mahina negatibo -0.0117	Mahina positibo 0.0176	Mahina positibo 0.0001	Mahina positibo 0.0297	Mahina negatibo -0.1158
Answer 95	-	Mahina negatibo -0.0149	Mahina positibo 0.0528	Mahina negatibo -0.0264	Mahina positibo 0.0170	Mahina positibo 0.0183	Mahina positibo 0.0933	Mahina negatibo -0.1127
Answer 96	-	Mahina negatibo -0.0764	Mahina negatibo -0.1357	Mahina positibo 0.0423	Mahina negatibo -0.0247	Mahina negatibo -0.0167	Mahina negatibo -0.0586	Mahina positibo 0.1863
Personal na paglaki (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 97	-	Mahina positibo 0.0570	Mahina positibo 0.0569	Mahina positibo 0.0251	Mahina negatibo -0.0376	Mahina negatibo -0.0090	Mahina negatibo -0.0305	Mahina negatibo -0.0210
Answer 98	-	Mahina positibo 0.0225	Mahina positibo 0.0455	Mahina positibo 0.0205	Mahina negatibo -0.0316	Mahina negatibo -0.0107	Mahina negatibo -0.0178	Mahina negatibo -0.0046
Answer 98	-	Mahina positibo 0.0142	Mahina positibo 0.0883	Mahina positibo 0.0016	Mahina negatibo -0.0286	Mahina positibo 0.0130	Mahina positibo 0.0248	Mahina negatibo -0.0731
Answer 99	-	Mahina positibo 0.1072	Mahina positibo 0.0293	Mahina negatibo -0.0218	Mahina negatibo -0.0142	Mahina positibo 0.0250	Mahina negatibo -0.0360	Mahina negatibo -0.0468
Answer 100	-	Mahina positibo 0.0670	Mahina positibo 0.0621	Mahina negatibo -0.0245	Mahina negatibo -0.0197	Mahina positibo 0.0210	Mahina positibo 0.0057	Mahina negatibo -0.0654
Answer 101	-	Mahina negatibo -0.0057	Mahina negatibo -0.0190	Mahina negatibo -0.0242	Mahina negatibo -0.0591	Mahina positibo 0.0256	Mahina positibo 0.0747	Mahina positibo 0.0082
Answer 102	-	Mahina negatibo -0.1147	Mahina negatibo -0.1056	Mahina positibo 0.0233	Mahina positibo 0.0970	Mahina negatibo -0.0398	Mahina negatibo -0.0337	Mahina positibo 0.0894
Personal na paglaki (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 103	-	Mahina negatibo -0.0601	Mahina negatibo -0.0721	Mahina negatibo -0.0146	Mahina negatibo -0.0212	Mahina negatibo -0.0177	Mahina negatibo -0.0203	Mahina positibo 0.1492
Answer 104	-	Mahina negatibo -0.0131	Mahina positibo 0.0235	Mahina negatibo -0.0228	Mahina positibo 0.0499	Mahina positibo 0.0029	Mahina positibo 0.0261	Mahina negatibo -0.0597
Answer 104	-	Mahina positibo 0.0264	Mahina positibo 0.0280	Mahina negatibo -0.0119	Mahina positibo 0.0046	Mahina positibo 0.0766	Mahina positibo 0.0109	Mahina negatibo -0.1113
Answer 105	-	Mahina positibo 0.0788	Mahina positibo 0.0466	Mahina positibo 0.0116	Mahina negatibo -0.0132	Mahina negatibo -0.0207	Mahina negatibo -0.0110	Mahina negatibo -0.0453
Answer 106	-	Mahina positibo 0.0256	Mahina positibo 0.0301	Mahina positibo 0.0410	Mahina negatibo -0.0255	Mahina negatibo -0.0052	Mahina negatibo -0.0093	Mahina negatibo -0.0325
Answer 107	-	Mahina positibo 0.0237	Mahina positibo 0.0517	Mahina positibo 0.0445	Mahina negatibo -0.0113	Mahina negatibo -0.0582	Mahina positibo 0.0436	Mahina negatibo -0.0546
Answer 108	-	Mahina positibo 0.0609	Mahina negatibo -0.0003	Mahina positibo 0.0663	Mahina negatibo -0.0445	Mahina negatibo -0.0050	Mahina negatibo -0.0473	Mahina negatibo -0.0066
Personal na paglaki (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 109	-	Mahina positibo 0.0576	Mahina positibo 0.0951	Mahina positibo 0.0468	Mahina negatibo -0.0356	Mahina negatibo -0.0162	Mahina negatibo -0.0221	Mahina negatibo -0.0656
Answer 110	-	Mahina positibo 0.0213	Mahina positibo 0.0120	Mahina positibo 0.0495	Mahina positibo 0.0130	Mahina negatibo -0.0222	Mahina negatibo -0.0388	Mahina negatibo -0.0197
Answer 110	-	Mahina positibo 0.0546	Mahina positibo 0.0637	Mahina negatibo -0.0043	Mahina positibo 0.0139	Mahina positibo 0.0475	Mahina positibo 0.0245	Mahina negatibo -0.1485
Answer 111	-	Mahina positibo 0.0277	Mahina positibo 0.0215	Mahina negatibo -0.0169	Mahina negatibo -0.0390	Mahina positibo 0.0048	Mahina positibo 0.0347	Mahina negatibo -0.0169
Answer 112	-	Mahina positibo 0.0557	Mahina positibo 0.0182	Mahina negatibo -0.0525	Mahina negatibo -0.0045	Mahina positibo 0.0082	Mahina positibo 0.0487	Mahina negatibo -0.0467
Answer 113	-	Mahina negatibo -0.0569	Mahina negatibo -0.0776	Mahina positibo 0.0082	Mahina negatibo -0.0024	Mahina positibo 0.0250	Mahina positibo 0.0125	Mahina positibo 0.0491
Answer 114	-	Mahina negatibo -0.0918	Mahina negatibo -0.0654	Mahina negatibo -0.0176	Mahina positibo 0.0321	Mahina negatibo -0.0449	Mahina negatibo -0.0479	Mahina positibo 0.1622
Personal na paglaki (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 115	-	Mahina positibo 0.0295	Mahina positibo 0.0272	Mahina positibo 0.0023	Mahina negatibo -0.0289	Mahina negatibo -0.0034	Mahina negatibo -0.0065	Mahina negatibo -0.0037
Answer 116	-	Mahina positibo 0.0581	Mahina positibo 0.0890	Mahina negatibo -0.0070	Mahina negatibo -0.0126	Mahina positibo 0.0238	Mahina negatibo -0.0188	Mahina negatibo -0.0769
Answer 116	-	Mahina positibo 0.0207	Mahina positibo 0.0391	Mahina positibo 0.0057	Mahina positibo 0.0154	Mahina negatibo -0.0129	Mahina positibo 0.0203	Mahina negatibo -0.0625
Answer 117	-	Mahina positibo 0.0592	Mahina positibo 0.0527	Mahina negatibo -0.0100	Mahina negatibo -0.0154	Mahina negatibo -0.0046	Mahina negatibo -0.0139	Mahina negatibo -0.0296
Answer 118	-	Mahina positibo 0.0199	Mahina positibo 0.0095	Mahina positibo 0.0192	Mahina negatibo -0.0154	Mahina negatibo -0.0424	Mahina positibo 0.0460	Mahina negatibo -0.0204
Answer 119	-	Mahina negatibo -0.0552	Mahina negatibo -0.0375	Mahina negatibo -0.0584	Mahina positibo 0.0339	Mahina positibo 0.0440	Mahina positibo 0.1062	Mahina negatibo -0.0562
Answer 120	-	Mahina negatibo -0.0460	Mahina negatibo -0.0713	Mahina positibo 0.0380	Mahina positibo 0.0032	Mahina negatibo -0.0127	Mahina negatibo -0.0926	Mahina positibo 0.1286
Personal na paglaki (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 121	-	Mahina negatibo -0.0731	Mahina negatibo -0.0725	Mahina positibo 0.0320	Mahina negatibo -0.0351	Mahina negatibo -0.0175	Mahina negatibo -0.0524	Mahina positibo 0.1618
Answer 122	-	Mahina negatibo -0.0007	Mahina negatibo -0.0160	Mahina positibo 0.0025	Mahina positibo 0.0163	Mahina positibo 0.0003	Mahina positibo 0.0287	Mahina negatibo -0.0324
Answer 122	-	Mahina positibo 0.0507	Mahina positibo 0.0716	Mahina negatibo -0.0443	Mahina positibo 0.0482	Mahina negatibo -0.0043	Mahina positibo 0.0465	Mahina negatibo -0.1231
Answer 123	-	Mahina positibo 0.0555	Mahina positibo 0.0330	Mahina negatibo -0.0116	Mahina negatibo -0.0097	Mahina positibo 0.0126	Mahina positibo 0.0092	Mahina negatibo -0.0566
Answer 124	-	Mahina positibo 0.0130	Mahina positibo 0.0105	Mahina positibo 0.0085	Mahina positibo 0.0399	Mahina positibo 0.0166	Mahina positibo 0.0164	Mahina negatibo -0.0915
Answer 125	-	Mahina positibo 0.0148	Mahina positibo 0.0622	Mahina negatibo -0.0306	Mahina negatibo -0.0297	Mahina positibo 0.0505	Mahina negatibo -0.0042	Mahina negatibo -0.0404
Answer 126	-	Mahina positibo 0.0536	Mahina positibo 0.0400	Mahina positibo 0.0102	Mahina negatibo -0.0170	Mahina negatibo -0.0197	Mahina negatibo -0.0228	Mahina negatibo -0.0121
4) Positibong relasyon sa iba (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 127	-	Mahina positibo 0.0148	Mahina negatibo -0.0783	Mahina negatibo -0.0059	Mahina positibo 0.0085	Mahina positibo 0.0225	Mahina negatibo -0.0619	Mahina positibo 0.0676
Answer 128	-	Mahina negatibo -0.0643	Mahina negatibo -0.0774	Mahina negatibo -0.0355	Mahina negatibo -0.0020	Mahina positibo 0.0721	Mahina positibo 0.0198	Mahina positibo 0.0361
Answer 128	-	Mahina negatibo -0.0301	Mahina positibo 0.0656	Mahina positibo 0.0067	Mahina positibo 0.0122	Mahina negatibo -0.0046	Mahina positibo 0.0384	Mahina negatibo -0.0688
Answer 129	-	Mahina positibo 0.0789	Mahina positibo 0.0682	Mahina negatibo -0.0248	Mahina negatibo -0.0060	Mahina negatibo -0.0579	Mahina positibo 0.0146	Mahina negatibo -0.0208
Answer 130	-	Mahina positibo 0.0412	Mahina positibo 0.0725	Mahina positibo 0.0501	Mahina negatibo -0.0218	Mahina negatibo -0.0541	Mahina positibo 0.0343	Mahina negatibo -0.0734
Answer 131	-	Mahina positibo 0.0404	Mahina positibo 0.0606	Mahina positibo 0.0699	Mahina negatibo -0.0152	Mahina negatibo -0.0905	Mahina negatibo -0.0085	Mahina negatibo -0.0160
Answer 132	-	Mahina positibo 0.0019	Mahina positibo 0.0998	Mahina positibo 0.0381	Mahina positibo 0.0026	Mahina negatibo -0.0473	Mahina negatibo -0.0159	Mahina negatibo -0.0380
Positibong relasyon sa iba (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 133	-	Mahina positibo 0.0336	Mahina negatibo -0.0374	Mahina positibo 0.0283	Mahina positibo 0.0138	Mahina positibo 0.0362	Mahina negatibo -0.0973	Mahina positibo 0.0091
Answer 134	-	Mahina negatibo -0.0291	Mahina negatibo -0.0531	Mahina negatibo -0.0415	Mahina positibo 0.0027	Mahina positibo 0.0510	Mahina positibo 0.0167	Mahina positibo 0.0276
Answer 134	-	Mahina positibo 0.0048	Mahina negatibo -0.0365	Mahina negatibo -0.0313	Mahina negatibo -0.0110	Mahina positibo 0.0189	Mahina positibo 0.0518	Mahina negatibo -0.0059
Answer 135	-	Mahina positibo 0.0035	Mahina positibo 0.0410	Mahina positibo 0.0069	Mahina negatibo -0.0116	Mahina negatibo -0.0579	Mahina positibo 0.0407	Mahina negatibo -0.0014
Answer 136	-	Mahina positibo 0.0132	Mahina positibo 0.0782	Mahina positibo 0.0279	Mahina negatibo -0.0106	Mahina negatibo -0.0435	Mahina positibo 0.0138	Mahina negatibo -0.0444
Answer 137	-	Mahina negatibo -0.0166	Mahina positibo 0.0941	Mahina positibo 0.0307	Mahina positibo 0.0200	Mahina negatibo -0.0787	Mahina negatibo -0.0067	Mahina negatibo -0.0154
Answer 138	-	Mahina negatibo -0.0322	Mahina positibo 0.0498	Mahina positibo 0.0307	Mahina negatibo -0.0092	Mahina negatibo -0.0339	Mahina positibo 0.0153	Mahina negatibo -0.0077
Positibong relasyon sa iba (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 139	-	Mahina positibo 0.0355	Mahina positibo 0.0703	Mahina positibo 0.0386	Mahina negatibo -0.0023	Mahina negatibo -0.0511	Mahina negatibo -0.0385	Mahina negatibo -0.0126
Answer 140	-	Mahina positibo 0.0216	Mahina positibo 0.0977	Mahina positibo 0.0253	Mahina positibo 0.0067	Mahina negatibo -0.0473	Mahina positibo 0.0036	Mahina negatibo -0.0587
Answer 140	-	Mahina negatibo -0.0104	Mahina positibo 0.0183	Mahina positibo 0.0029	Mahina positibo 0.0199	Mahina positibo 0.0230	Mahina positibo 0.0098	Mahina negatibo -0.0576
Answer 141	-	Mahina positibo 0.0396	Mahina negatibo -0.0069	Mahina positibo 0.0059	Mahina negatibo -0.0411	Mahina negatibo -0.0014	Mahina positibo 0.0003	Mahina positibo 0.0120
Answer 142	-	Mahina negatibo -0.0092	Mahina negatibo -0.0008	Mahina negatibo -0.0314	Mahina negatibo -0.0156	Mahina positibo 0.0280	Mahina positibo 0.0602	Mahina negatibo -0.0307
Answer 143	-	Mahina negatibo -0.0016	Mahina negatibo -0.0466	Mahina positibo 0.0093	Mahina negatibo -0.0372	Mahina positibo 0.0103	Mahina positibo 0.0187	Mahina positibo 0.0320
Answer 144	-	Mahina negatibo -0.0502	Mahina negatibo -0.0913	Mahina negatibo -0.0385	Mahina positibo 0.0509	Mahina positibo 0.0271	Mahina negatibo -0.0417	Mahina positibo 0.0819
Positibong relasyon sa iba (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 145	-	Mahina positibo 0.0191	Mahina positibo 0.0916	Mahina positibo 0.0216	Mahina negatibo -0.0783	Mahina negatibo -0.0096	Mahina negatibo -0.0117	Mahina positibo 0.0099
Answer 146	-	Mahina positibo 0.0355	Mahina negatibo -0.0034	Mahina positibo 0.0071	Mahina negatibo -0.0815	Mahina positibo 0.0180	Mahina negatibo -0.0030	Mahina positibo 0.0407
Answer 146	-	Mahina positibo 0.0281	Mahina positibo 0.0408	Mahina negatibo -0.0069	Mahina negatibo -0.0782	Mahina positibo 0.0209	Mahina positibo 0.0465	Mahina negatibo -0.0183
Answer 147	-	Mahina positibo 0.0646	Mahina negatibo -0.0117	Mahina positibo 0.0125	Mahina negatibo -0.0646	Mahina negatibo -0.0042	Mahina positibo 0.0028	Mahina positibo 0.0161
Answer 148	-	Mahina positibo 0.0044	Mahina negatibo -0.0212	Mahina negatibo -0.0263	Mahina positibo 0.0221	Mahina positibo 0.0118	Mahina positibo 0.0200	Mahina negatibo -0.0187
Answer 149	-	Mahina positibo 0.0035	Mahina negatibo -0.0232	Mahina negatibo -0.0215	Mahina positibo 0.0152	Mahina negatibo -0.0242	Mahina positibo 0.0514	Mahina negatibo -0.0062
Answer 150	-	Mahina negatibo -0.0971	Mahina negatibo -0.0334	Mahina positibo 0.0139	Mahina positibo 0.1585	Mahina negatibo -0.0041	Mahina negatibo -0.0777	Mahina negatibo -0.0130
Positibong relasyon sa iba (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 151	-	Mahina positibo 0.0001	Mahina negatibo -0.0579	Mahina negatibo -0.0155	Mahina positibo 0.0208	Mahina positibo 0.0683	Mahina negatibo -0.0409	Mahina negatibo -0.0003
Answer 152	-	Mahina negatibo -0.0189	Mahina negatibo -0.0398	Mahina positibo 0.0109	Mahina positibo 0.0120	Mahina negatibo -0.0196	Mahina positibo 0.0358	Mahina positibo 0.0038
Answer 152	-	Mahina negatibo -0.0084	Mahina positibo 0.0460	Mahina negatibo -0.0109	Mahina negatibo -0.0230	Mahina negatibo -0.0228	Mahina positibo 0.0550	Mahina negatibo -0.0191
Answer 153	-	Mahina positibo 0.0322	Mahina positibo 0.0467	Mahina positibo 0.0014	Mahina positibo 0.0012	Mahina negatibo -0.0559	Mahina negatibo -0.0185	Mahina positibo 0.0137
Answer 154	-	Mahina positibo 0.0195	Mahina positibo 0.0072	Mahina negatibo -0.0175	Mahina negatibo -0.0401	Mahina positibo 0.0276	Mahina negatibo -0.0006	Mahina positibo 0.0165
Answer 155	-	Mahina negatibo -0.0136	Mahina positibo 0.1004	Mahina positibo 0.0121	Mahina positibo 0.0264	Mahina positibo 0.0061	Mahina negatibo -0.0492	Mahina negatibo -0.0523
Answer 156	-	Mahina positibo 0.0138	Mahina positibo 0.0220	Mahina positibo 0.0429	Mahina negatibo -0.0467	Mahina negatibo -0.0653	Mahina positibo 0.0048	Mahina positibo 0.0450
Positibong relasyon sa iba (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 157	-	Mahina positibo 0.0697	Mahina positibo 0.0850	Mahina positibo 0.0050	Mahina negatibo -0.0408	Mahina positibo 0.0388	Mahina negatibo -0.0448	Mahina negatibo -0.0598
Answer 158	-	Mahina positibo 0.0104	Mahina positibo 0.0229	Mahina positibo 0.0272	Mahina negatibo -0.0537	Mahina negatibo -0.0118	Mahina positibo 0.0540	Mahina negatibo -0.0258
Answer 158	-	Mahina positibo 0.0220	Mahina negatibo -0.0366	Mahina negatibo -0.0483	Mahina positibo 0.0062	Mahina negatibo -0.0224	Mahina positibo 0.0686	Mahina positibo 0.0030
Answer 159	-	Mahina positibo 0.0043	Mahina positibo 0.0412	Mahina positibo 0.0058	Mahina negatibo -0.0203	Mahina negatibo -0.0470	Mahina positibo 0.0103	Mahina positibo 0.0240
Answer 160	-	Mahina negatibo -0.0044	Mahina negatibo -0.0039	Mahina positibo 0.0073	Mahina negatibo -0.0322	Mahina positibo 0.0079	Mahina positibo 0.0648	Mahina negatibo -0.0284
Answer 161	-	Mahina negatibo -0.0070	Mahina negatibo -0.0340	Mahina positibo 0.0048	Mahina positibo 0.0245	Mahina positibo 0.0282	Mahina negatibo -0.0247	Mahina negatibo -0.0086
Answer 162	-	Mahina negatibo -0.0692	Mahina negatibo -0.0498	Mahina negatibo -0.0006	Mahina positibo 0.0759	Mahina negatibo -0.0001	Mahina negatibo -0.0784	Mahina positibo 0.0674
Positibong relasyon sa iba (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 163	-	Mahina positibo 0.0104	Mahina negatibo -0.0643	Mahina negatibo -0.0329	Mahina positibo 0.0279	Mahina positibo 0.0677	Mahina negatibo -0.0638	Mahina positibo 0.0253
Answer 164	-	Mahina negatibo -0.0385	Mahina negatibo -0.0189	Mahina positibo 0.0123	Mahina positibo 0.0047	Mahina negatibo -0.0143	Mahina positibo 0.0673	Mahina negatibo -0.0251
Answer 164	-	Mahina negatibo -0.0285	Mahina positibo 0.0287	Mahina positibo 0.0265	Mahina negatibo -0.0138	Mahina negatibo -0.0340	Mahina positibo 0.0417	Mahina negatibo -0.0113
Answer 165	-	Mahina positibo 0.0653	Mahina positibo 0.0795	Mahina positibo 0.0062	Mahina negatibo -0.0141	Mahina negatibo -0.0580	Mahina negatibo -0.0126	Mahina negatibo -0.0142
Answer 166	-	Mahina positibo 0.0042	Mahina positibo 0.0349	Mahina negatibo -0.0296	Mahina negatibo -0.0148	Mahina negatibo -0.0049	Mahina positibo 0.0326	Mahina negatibo -0.0080
Answer 167	-	Mahina positibo 0.0215	Mahina positibo 0.0407	Mahina positibo 0.0050	Mahina negatibo -0.0066	Mahina negatibo -0.0095	Mahina negatibo -0.0481	Mahina positibo 0.0130
Answer 168	-	Mahina positibo 0.0043	Mahina positibo 0.0180	Mahina positibo 0.0508	Mahina negatibo -0.0446	Mahina negatibo -0.0224	Mahina negatibo -0.0274	Mahina positibo 0.0297
5) Layunin sa buhay (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 169	-	Mahina negatibo -0.0451	Mahina negatibo -0.0418	Mahina positibo 0.0306	Mahina positibo 0.1853	Mahina negatibo -0.0596	Mahina negatibo -0.1334	Mahina positibo 0.0131
Answer 170	-	Mahina negatibo -0.0031	Mahina negatibo -0.0031	Mahina negatibo -0.0339	Mahina negatibo -0.0455	Mahina positibo 0.0180	Mahina positibo 0.0687	Mahina positibo 0.0025
Answer 170	-	Mahina positibo 0.0192	Mahina negatibo -0.0206	Mahina positibo 0.0196	Mahina negatibo -0.1178	Mahina positibo 0.0754	Mahina positibo 0.0547	Mahina negatibo -0.0171
Answer 171	-	Mahina positibo 0.0631	Mahina positibo 0.0649	Mahina negatibo -0.0340	Mahina negatibo -0.0841	Mahina negatibo -0.0120	Mahina positibo 0.0338	Mahina positibo 0.0169
Answer 172	-	Mahina positibo 0.0065	Mahina positibo 0.0051	Mahina positibo 0.0110	Mahina negatibo -0.0461	Mahina negatibo -0.0160	Mahina positibo 0.0523	Mahina positibo 0.0013
Answer 173	-	Mahina negatibo -0.0080	Mahina positibo 0.0105	Mahina negatibo -0.0191	Mahina negatibo -0.0129	Mahina positibo 0.0355	Mahina positibo 0.0121	Mahina negatibo -0.0173
Answer 174	-	Mahina positibo 0.0322	Mahina positibo 0.1158	Mahina positibo 0.0156	Mahina negatibo -0.0532	Mahina negatibo -0.0186	Mahina positibo 0.0035	Mahina negatibo -0.0366
Layunin sa buhay (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 175	-	Mahina positibo 0.0750	Mahina positibo 0.0547	Mahina negatibo -0.0169	Mahina negatibo -0.1158	Mahina positibo 0.0240	Mahina positibo 0.0015	Mahina positibo 0.0211
Answer 176	-	Mahina positibo 0.0759	Mahina positibo 0.0442	Mahina negatibo -0.0202	Mahina negatibo -0.1650	Mahina positibo 0.0235	Mahina positibo 0.0073	Mahina positibo 0.0771
Answer 176	-	Mahina negatibo -0.0079	Mahina negatibo -0.0251	Mahina negatibo -0.0105	Mahina negatibo -0.0603	Mahina positibo 0.0367	Mahina positibo 0.0321	Mahina positibo 0.0271
Answer 177	-	Mahina positibo 0.0139	Mahina positibo 0.0113	Mahina negatibo -0.0137	Mahina negatibo -0.0282	Mahina negatibo -0.0262	Mahina positibo 0.0047	Mahina positibo 0.0446
Answer 178	-	Mahina negatibo -0.0024	Mahina negatibo -0.0113	Mahina negatibo -0.0166	Mahina positibo 0.0127	Mahina positibo 0.0086	Mahina positibo 0.0527	Mahina negatibo -0.0439
Answer 179	-	Mahina negatibo -0.0447	Mahina negatibo -0.0814	Mahina positibo 0.0034	Mahina positibo 0.0398	Mahina positibo 0.0036	Mahina positibo 0.0394	Mahina positibo 0.0003
Answer 180	-	Mahina negatibo -0.0474	Mahina positibo 0.0337	Mahina positibo 0.0458	Mahina positibo 0.1764	Mahina negatibo -0.0447	Mahina negatibo -0.1024	Mahina negatibo -0.0741
Layunin sa buhay (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 181	-	Mahina negatibo -0.0407	Mahina negatibo -0.0546	Mahina positibo 0.0726	Mahina positibo 0.1038	Mahina negatibo -0.0497	Mahina negatibo -0.1346	Mahina positibo 0.0559
Answer 182	-	Mahina negatibo -0.0426	Mahina negatibo -0.0135	Mahina negatibo -0.0193	Mahina positibo 0.0250	Mahina negatibo -0.0196	Mahina positibo 0.0478	Mahina positibo 0.0039
Answer 182	-	Mahina positibo 0.0231	Mahina positibo 0.0087	Mahina negatibo -0.0199	Mahina negatibo -0.0874	Mahina positibo 0.0434	Mahina positibo 0.0419	Mahina positibo 0.0070
Answer 183	-	Mahina positibo 0.0532	Mahina positibo 0.0577	Mahina negatibo -0.0680	Mahina negatibo -0.0240	Mahina positibo 0.0228	Mahina positibo 0.0062	Mahina negatibo -0.0124
Answer 184	-	Mahina positibo 0.0450	Mahina positibo 0.0317	Mahina negatibo -0.0038	Mahina negatibo -0.0475	Mahina positibo 0.0277	Mahina positibo 0.0507	Mahina negatibo -0.0674
Answer 185	-	Mahina positibo 0.0152	Mahina positibo 0.0171	Mahina positibo 0.0035	Mahina negatibo -0.0173	Mahina positibo 0.0128	Mahina positibo 0.0440	Mahina negatibo -0.0548
Answer 186	-	Mahina positibo 0.0256	Mahina positibo 0.0252	Mahina negatibo -0.0109	Mahina negatibo -0.0677	Mahina positibo 0.0220	Mahina positibo 0.0508	Mahina negatibo -0.0195
Layunin sa buhay (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 187	-	Mahina negatibo -0.0623	Mahina negatibo -0.0553	Mahina positibo 0.0879	Mahina positibo 0.1304	Mahina negatibo -0.0491	Mahina negatibo -0.0894	Mahina negatibo -0.0105
Answer 188	-	Mahina negatibo -0.0202	Mahina positibo 0.0234	Mahina negatibo -0.0392	Mahina negatibo -0.0211	Mahina negatibo -0.0060	Mahina positibo 0.0306	Mahina positibo 0.0339
Answer 188	-	Mahina negatibo -0.0007	Mahina positibo 0.0086	Mahina negatibo -0.0029	Mahina positibo 0.0020	Mahina negatibo -0.0085	Mahina positibo 0.0323	Mahina negatibo -0.0258
Answer 189	-	Mahina positibo 0.0636	Mahina positibo 0.0241	Mahina negatibo -0.0353	Mahina negatibo -0.0739	Mahina positibo 0.0352	Mahina positibo 0.0054	Mahina positibo 0.0127
Answer 190	-	Mahina positibo 0.0472	Mahina positibo 0.0116	Mahina positibo 0.0025	Mahina negatibo -0.0975	Mahina positibo 0.0398	Mahina positibo 0.0534	Mahina negatibo -0.0257
Answer 191	-	Mahina positibo 0.0077	Mahina negatibo -0.0151	Mahina negatibo -0.0397	Mahina negatibo -0.0035	Mahina positibo 0.0343	Mahina positibo 0.0274	Mahina negatibo -0.0122
Answer 192	-	Mahina positibo 0.0241	Mahina positibo 0.0356	Mahina negatibo -0.0298	Mahina negatibo -0.0301	Mahina positibo 0.0002	Mahina negatibo -0.0059	Mahina positibo 0.0233
Layunin sa buhay (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 193	-	Mahina positibo 0.0473	Mahina positibo 0.0808	Mahina positibo 0.0141	Mahina negatibo -0.0610	Mahina positibo 0.0027	Mahina negatibo -0.0025	Mahina negatibo -0.0317
Answer 194	-	Mahina positibo 0.0868	Mahina positibo 0.0436	Mahina negatibo -0.0006	Mahina negatibo -0.0522	Mahina positibo 0.0349	Mahina negatibo -0.0056	Mahina negatibo -0.0583
Answer 194	-	Mahina negatibo -0.0308	Mahina negatibo -0.0061	Mahina negatibo -0.0381	Mahina negatibo -0.0336	Mahina positibo 0.0430	Mahina positibo 0.0515	Mahina positibo 0.0024
Answer 195	-	Mahina positibo 0.0053	Mahina positibo 0.0343	Mahina negatibo -0.0030	Mahina negatibo -0.0037	Mahina negatibo -0.0225	Mahina positibo 0.0347	Mahina negatibo -0.0242
Answer 196	-	Mahina positibo 0.0095	Mahina negatibo -0.0139	Mahina negatibo -0.0110	Mahina negatibo -0.0130	Mahina negatibo -0.0404	Mahina positibo 0.0375	Mahina positibo 0.0321
Answer 197	-	Mahina negatibo -0.0226	Mahina negatibo -0.0479	Mahina negatibo -0.0085	Mahina positibo 0.0340	Mahina positibo 0.0199	Mahina positibo 0.0293	Mahina negatibo -0.0268
Answer 198	-	Mahina negatibo -0.0568	Mahina negatibo -0.0443	Mahina positibo 0.0353	Mahina positibo 0.0773	Mahina negatibo -0.0351	Mahina negatibo -0.1006	Mahina positibo 0.0756
Layunin sa buhay (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 199	-	Mahina positibo 0.0208	Mahina positibo 0.0306	Mahina positibo 0.0216	Mahina negatibo -0.0277	Mahina negatibo -0.0132	Mahina negatibo -0.0082	Mahina negatibo -0.0051
Answer 200	-	Mahina positibo 0.0015	Mahina positibo 0.0347	Mahina positibo 0.0032	Mahina negatibo -0.0034	Mahina negatibo -0.0245	Mahina negatibo -0.0117	Mahina positibo 0.0159
Answer 200	-	Mahina positibo 0.0110	Mahina negatibo -0.0460	Mahina positibo 0.0102	Mahina negatibo -0.0382	Mahina negatibo -0.0174	Mahina negatibo -0.0050	Mahina positibo 0.0695
Answer 201	-	Mahina positibo 0.0190	Mahina positibo 0.0688	Mahina positibo 0.0309	Mahina negatibo -0.0067	Mahina negatibo -0.0088	Mahina negatibo -0.0388	Mahina negatibo -0.0348
Answer 202	-	Mahina negatibo -0.0208	Mahina positibo 0.0488	Mahina negatibo -0.0465	Mahina negatibo -0.0021	Mahina positibo 0.0070	Mahina positibo 0.0553	Mahina negatibo -0.0304
Answer 203	-	Mahina negatibo -0.0428	Mahina negatibo -0.0357	Mahina negatibo -0.0401	Mahina positibo 0.0241	Mahina positibo 0.0549	Mahina positibo 0.0239	Mahina negatibo -0.0137
Answer 204	-	Mahina positibo 0.0155	Mahina negatibo -0.0485	Mahina positibo 0.0190	Mahina positibo 0.0207	Mahina negatibo -0.0111	Mahina negatibo -0.0110	Mahina positibo 0.0052
Layunin sa buhay (magkano ang sumasang -ayon ka o hindi sumasang -ayon?)
Answer 205	-	Mahina negatibo -0.0036	Mahina positibo 0.0883	Mahina positibo 0.0393	Mahina negatibo -0.0132	Mahina negatibo -0.0029	Mahina negatibo -0.0119	Mahina negatibo -0.0601
Answer 206	-	Mahina positibo 0.0907	Mahina negatibo -0.0070	Mahina positibo 0.0217	Mahina negatibo -0.0226	Mahina negatibo -0.0252	Mahina positibo 0.0252	Mahina negatibo -0.0472
Answer 206	-	Mahina negatibo -0.0111	Mahina positibo 0.0271	Mahina negatibo -0.0257	Mahina negatibo -0.0022	Mahina positibo 0.0488	Mahina positibo 0.0434	Mahina negatibo -0.0697
Answer 207	-	Mahina positibo 0.0328	Mahina positibo 0.0326	Mahina negatibo -0.0343	Mahina negatibo -0.0279	Mahina negatibo -0.0588	Mahina positibo 0.0334	Mahina positibo 0.0451
Answer 208	-	Mahina negatibo -0.0425	Mahina negatibo -0.0003	Mahina negatibo -0.0496	Mahina positibo 0.0339	Mahina positibo 0.0335	Mahina positibo 0.0142	Mahina negatibo -0.0087
Answer 209	-	Mahina negatibo -0.0464	Mahina negatibo -0.0750	Mahina positibo 0.0171	Mahina negatibo -0.0192	Mahina positibo 0.0184	Mahina negatibo -0.0096	Mahina positibo 0.0708
Answer 210	-	Mahina negatibo -0.0176	Mahina negatibo -0.0339	Mahina positibo 0.0267	Mahina positibo 0.0423	Mahina negatibo -0.0151	Mahina negatibo -0.0788	Mahina positibo 0.0494
6) Pagtanggap sa sarili (magkano ang sumasang-ayon ka o hindi sumasang-ayon?)
Answer 211	-	Mahina positibo 0.0309	Mahina positibo 0.1207	Mahina positibo 0.0026	Mahina negatibo -0.0429	Mahina positibo 0.0099	Mahina negatibo -0.0203	Mahina negatibo -0.0451
Answer 212	-	Mahina positibo 0.0252	Mahina positibo 0.0533	Mahina positibo 0.0349	Mahina negatibo -0.0106	Mahina negatibo -0.0585	Mahina positibo 0.0800	Mahina negatibo -0.0808
Answer 212	-	Mahina positibo 0.0213	Mahina negatibo -0.0185	Mahina negatibo -0.0056	Mahina positibo 0.0226	Mahina positibo 0.0585	Mahina negatibo -0.0140	Mahina negatibo -0.0654
Answer 213	-	Mahina positibo 0.0052	Mahina negatibo -0.0066	Mahina negatibo -0.0433	Mahina negatibo -0.0056	Mahina negatibo -0.0245	Mahina positibo 0.0021	Mahina positibo 0.0661
Answer 214	-	Mahina negatibo -0.0195	Mahina positibo 0.0163	Mahina negatibo -0.0096	Mahina negatibo -0.0025	Mahina negatibo -0.0198	Mahina positibo 0.0354	Mahina positibo 0.0003
Answer 215	-	Mahina negatibo -0.0113	Mahina negatibo -0.0666	Mahina negatibo -0.0172	Mahina positibo 0.0156	Mahina positibo 0.0086	Mahina positibo 0.0421	Mahina positibo 0.0037
Answer 216	-	Mahina negatibo -0.0398	Mahina negatibo -0.0551	Mahina positibo 0.0243	Mahina positibo 0.0093	Mahina positibo 0.0136	Mahina negatibo -0.1012	Mahina positibo 0.1034
Pagtanggap sa sarili (magkano ang sumasang-ayon ka o hindi sumasang-ayon?)
Answer 217	-	Mahina negatibo -0.0566	Mahina negatibo -0.0535	Mahina positibo 0.0478	Mahina positibo 0.0302	Mahina negatibo -0.0050	Mahina negatibo -0.1140	Mahina positibo 0.1002
Answer 218	-	Mahina negatibo -0.0226	Mahina negatibo -0.0566	Mahina negatibo -0.0229	Mahina positibo 0.0061	Mahina positibo 0.0250	Mahina positibo 0.0430	Mahina positibo 0.0025
Answer 218	-	Mahina positibo 0.0172	Mahina negatibo -0.0200	Mahina negatibo -0.0488	Mahina negatibo -0.0533	Mahina positibo 0.0246	Mahina positibo 0.0854	Mahina negatibo -0.0005
Answer 219	-	Mahina positibo 0.0284	Mahina positibo 0.0390	Mahina negatibo -0.0243	Mahina negatibo -0.0226	Mahina negatibo -0.0188	Mahina positibo 0.0408	Mahina negatibo -0.0149
Answer 220	-	Mahina positibo 0.0618	Mahina positibo 0.0505	Mahina negatibo -0.0095	Mahina positibo 0.0311	Mahina positibo 0.0071	Mahina negatibo -0.0218	Mahina negatibo -0.0806
Answer 221	-	Mahina negatibo -0.0122	Mahina positibo 0.0537	Mahina positibo 0.0349	Mahina positibo 0.0433	Mahina negatibo -0.0653	Mahina positibo 0.0049	Mahina negatibo -0.0400
Answer 222	-	Mahina positibo 0.0505	Mahina positibo 0.1040	Mahina positibo 0.0327	Mahina negatibo -0.0601	Mahina positibo 0.0142	Mahina negatibo -0.0308	Mahina negatibo -0.0550
Pagtanggap sa sarili (magkano ang sumasang-ayon ka o hindi sumasang-ayon?)
Answer 223	-	Mahina positibo 0.0671	Mahina positibo 0.0911	Mahina positibo 0.0272	Mahina negatibo -0.0800	Mahina positibo 0.0287	Mahina negatibo -0.0113	Mahina negatibo -0.0620
Answer 224	-	Mahina negatibo -0.0138	Mahina positibo 0.0530	Mahina negatibo -0.0281	Mahina positibo 0.0030	Mahina negatibo -0.0076	Mahina positibo 0.0417	Mahina negatibo -0.0306
Answer 224	-	Mahina positibo 0.0567	Mahina positibo 0.0045	Mahina negatibo -0.0176	Mahina positibo 0.0193	Mahina positibo 0.0562	Mahina negatibo -0.0183	Mahina negatibo -0.0784
Answer 225	-	Mahina negatibo -0.0081	Mahina negatibo -0.0127	Mahina negatibo -0.0257	Mahina negatibo -0.0019	Mahina negatibo -0.0210	Mahina positibo 0.0145	Mahina positibo 0.0443
Answer 226	-	Mahina positibo 0.0074	Mahina negatibo -0.0045	Mahina positibo 0.0046	Mahina negatibo -0.0124	Mahina negatibo -0.0615	Mahina positibo 0.0553	Mahina positibo 0.0188
Answer 227	-	Mahina negatibo -0.0264	Mahina negatibo -0.0728	Mahina positibo 0.0068	Mahina negatibo -0.0104	Mahina negatibo -0.0149	Mahina positibo 0.0926	Mahina positibo 0.0037
Answer 228	-	Mahina negatibo -0.0609	Mahina negatibo -0.0443	Mahina positibo 0.0302	Mahina positibo 0.0606	Mahina positibo 0.0085	Mahina negatibo -0.1420	Mahina positibo 0.0893
Pagtanggap sa sarili (magkano ang sumasang-ayon ka o hindi sumasang-ayon?)
Answer 229	-	Mahina negatibo -0.0491	Mahina negatibo -0.0248	Mahina positibo 0.0443	Mahina positibo 0.0975	Mahina negatibo -0.0399	Mahina negatibo -0.1393	Mahina positibo 0.0678
Answer 230	-	Mahina negatibo -0.0147	Mahina negatibo -0.0468	Mahina negatibo -0.0049	Mahina negatibo -0.0171	Mahina negatibo -0.0113	Mahina positibo 0.0691	Mahina positibo 0.0121
Answer 230	-	Mahina positibo 0.0051	Mahina negatibo -0.0093	Mahina negatibo -0.0267	Mahina positibo 0.0025	Mahina positibo 0.0219	Mahina negatibo -0.0022	Mahina positibo 0.0027
Answer 231	-	Mahina positibo 0.0025	Mahina positibo 0.0610	Mahina negatibo -0.0513	Mahina negatibo -0.0396	Mahina positibo 0.0202	Mahina positibo 0.0645	Mahina negatibo -0.0315
Answer 232	-	Mahina positibo 0.0548	Mahina negatibo -0.0005	Mahina negatibo -0.0122	Mahina negatibo -0.0486	Mahina positibo 0.0244	Mahina positibo 0.0685	Mahina negatibo -0.0548
Answer 233	-	Mahina positibo 0.0441	Mahina positibo 0.0532	Mahina positibo 0.0105	Mahina negatibo -0.0384	Mahina negatibo -0.0095	Mahina positibo 0.0529	Mahina negatibo -0.0666
Answer 234	-	Mahina positibo 0.0364	Mahina positibo 0.0719	Mahina positibo 0.0281	Mahina negatibo -0.0658	Mahina positibo 0.0503	Mahina negatibo -0.0562	Mahina negatibo -0.0267
Pagtanggap sa sarili (magkano ang sumasang-ayon ka o hindi sumasang-ayon?)
Answer 235	-	Mahina negatibo -0.0040	Mahina positibo 0.0040	Mahina positibo 0.0417	Mahina positibo 0.0669	Mahina negatibo -0.0544	Mahina negatibo -0.1234	Mahina positibo 0.0532
Answer 236	-	Mahina negatibo -0.0089	Mahina negatibo -0.0324	Mahina positibo 0.0240	Mahina positibo 0.0015	Mahina negatibo -0.0288	Mahina positibo 0.0406	Mahina negatibo -0.0010
Answer 236	-	Mahina negatibo -0.0048	Mahina negatibo -0.0364	Mahina negatibo -0.0073	Mahina positibo 0.0172	Mahina negatibo -0.0029	Mahina positibo 0.0135	Mahina positibo 0.0036
Answer 237	-	Mahina negatibo -0.0202	Mahina negatibo -0.0066	Mahina negatibo -0.0653	Mahina negatibo -0.0408	Mahina positibo 0.0624	Mahina positibo 0.0441	Mahina positibo 0.0172
Answer 238	-	Mahina positibo 0.0146	Mahina positibo 0.0201	Mahina negatibo -0.0144	Mahina negatibo -0.0149	Mahina positibo 0.0280	Mahina positibo 0.0591	Mahina negatibo -0.0713
Answer 239	-	Mahina positibo 0.0343	Mahina positibo 0.0354	Mahina positibo 0.0072	Mahina negatibo -0.0468	Mahina negatibo -0.0146	Mahina positibo 0.0267	Mahina negatibo -0.0116
Answer 240	-	Mahina positibo 0.0183	Mahina positibo 0.0755	Mahina positibo 0.0083	Mahina negatibo -0.0242	Mahina positibo 0.0468	Mahina negatibo -0.0393	Mahina negatibo -0.0527
Pagtanggap sa sarili (magkano ang sumasang-ayon ka o hindi sumasang-ayon?)
Answer 241	-	Mahina positibo 0.0500	Mahina positibo 0.0831	Mahina positibo 0.0560	Mahina negatibo -0.0470	Mahina positibo 0.0024	Mahina negatibo -0.0308	Mahina negatibo -0.0632
Answer 242	-	Mahina positibo 0.0949	Mahina positibo 0.0350	Mahina negatibo -0.0219	Mahina negatibo -0.0305	Mahina negatibo -0.0009	Mahina positibo 0.0156	Mahina negatibo -0.0443
Answer 242	-	Mahina positibo 0.0067	Mahina positibo 0.0333	Mahina negatibo -0.0062	Mahina positibo 0.0335	Mahina positibo 0.0223	Mahina positibo 0.0168	Mahina negatibo -0.0866
Answer 243	-	Mahina positibo 0.0007	Mahina positibo 0.0054	Mahina negatibo -0.0329	Mahina negatibo -0.0182	Mahina positibo 0.0013	Mahina positibo 0.0654	Mahina negatibo -0.0153
Answer 244	-	Mahina negatibo -0.0267	Mahina negatibo -0.0428	Mahina positibo 0.0249	Mahina positibo 0.0276	Mahina negatibo -0.0568	Mahina positibo 0.0115	Mahina positibo 0.0373
Answer 245	-	Mahina negatibo -0.0747	Mahina negatibo -0.0264	Mahina negatibo -0.0524	Mahina positibo 0.0208	Mahina positibo 0.0205	Mahina positibo 0.0401	Mahina positibo 0.0377
Answer 246	-	Mahina negatibo -0.0390	Mahina negatibo -0.0696	Mahina positibo 0.0446	Mahina positibo 0.0124	Mahina positibo 0.0024	Mahina negatibo -0.1145	Mahina positibo 0.1114
Pagtanggap sa sarili (magkano ang sumasang-ayon ka o hindi sumasang-ayon?)
Answer 247	-	Mahina negatibo -0.0430	Mahina positibo 0.0167	Mahina positibo 0.0493	Mahina positibo 0.0525	Mahina negatibo -0.0433	Mahina negatibo -0.1155	Mahina positibo 0.0604
Answer 248	-	Mahina positibo 0.0053	Mahina negatibo -0.0834	Mahina negatibo -0.0220	Mahina negatibo -0.0144	Mahina positibo 0.0195	Mahina positibo 0.0645	Mahina positibo 0.0079
Answer 248	-	Mahina negatibo -0.0346	Mahina negatibo -0.0035	Mahina negatibo -0.0177	Mahina negatibo -0.0112	Mahina positibo 0.0274	Mahina positibo 0.0537	Mahina negatibo -0.0215
Answer 249	-	Mahina positibo 0.0878	Mahina positibo 0.0358	Mahina negatibo -0.0320	Mahina negatibo -0.0370	Mahina negatibo -0.0219	Mahina positibo 0.0368	Mahina negatibo -0.0201
Answer 250	-	Mahina positibo 0.0238	Mahina positibo 0.0295	Mahina negatibo -0.0189	Mahina negatibo -0.0039	Mahina positibo 0.0412	Mahina positibo 0.0116	Mahina negatibo -0.0625
Answer 251	-	Mahina positibo 0.0179	Mahina positibo 0.0443	Mahina positibo 0.0150	Mahina positibo 0.0023	Mahina positibo 0.0083	Mahina negatibo -0.0161	Mahina negatibo -0.0506
Answer 252	-	Mahina positibo 0.0223	Mahina positibo 0.1323	Mahina positibo 0.0107	Mahina negatibo -0.0707	Mahina positibo 0.0004	Mahina negatibo -0.0031	Mahina negatibo -0.0299

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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

May-ari ng Produkto SaaS SDTEST®

Si Valerii ay kwalipikado bilang isang social pedagogue-psychologist noong 1993 at mula noon ay inilapat ang kanyang kaalaman sa pamamahala ng proyekto.
Nakakuha si Valerii ng Master's degree at ang project at program manager qualification noong 2013. Sa panahon ng kanyang Master's program, naging pamilyar siya sa Project Roadmap (GPM Deutsche Gesellschaft für Projektmanagement e. V.) at Spiral Dynamics.
Si Valerii ang may-akda ng paggalugad sa kawalan ng katiyakan ng V.U.C.A. konsepto gamit ang Spiral Dynamics at mathematical statistics sa psychology, at 38 international poll.

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